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IRIS
Background The 2015 lancet Commission on global surgery identified surgery and anaesthesia as indispensable parts of holistic health-care systems. However, COVID-19 exposed the fragility of planned surgical services around the world, which have also been neglected in pandemic recovery planning. This study aimed to develop and validate a novel index to support local elective surgical system strengthening and address growing backlogs.Methods First, we performed an international consultation through a four-stage consensus process to develop a multidomain index for hospital-level assessment (surgical preparedness index; SPI). Second, we measured surgical preparedness across a global network of hospitals in high-income countries (HICs), middle-income countries (MICs), and low-income countries (LICs) to explore the distribution of the SPI at national, subnational, and hospital levels. Finally, using COVID-19 as an example of an external system shock, we compared hospitals' SPI to their planned surgical volume ratio (SVR; ie, operations for which the decision for surgery was made before hospital admission), calculated as the ratio of the observed surgical volume over a 1-month assessment period between June 6 and Aug 5,2021, against the expected surgical volume based on hospital administrative data from the same period in 2019 (ie, a pre-pandemic baseline). A linear mixed-effects regression model was used to determine the effect of increasing SPI score.Findings In the first phase, from a longlist of 103 candidate indicators, 23 were prioritised as core indicators of elective surgical system preparedness by 69 dinicians (23133%) women; 46 [67%] men; 41 from HICs, 22 from MICs, and six from LICs) from 32 countries. The multidomain SPI included 11 indicators on facilities and consumables, two on staffing, two on prioritisation, and eight on systems. Hospitals were scored from 23 (least prepared) to 115 points (most prepared). In the second phase, surgical preparedness was measured in 1632 hospitals by 4714 clinicians from 119 countries. 745 (45.6%) of 1632 hospitals were in MICs or LICs. The mean SPI score was 84.5 (95% CI 84.1-84.9), which varied between HIC (88.5 189.0-88.0]), MIC (81.8 [82.5-81.1]), and LIC (66.8 [64.9-68.7]) settings. In the third phase, 1217 (74.6%) hospitals did not maintain their expected SVR during the COVID-19 pandemic, of which 625 (51.4%) were from HIC, 538 (44.2%) from MIC, and 54 (4.4%) from LIC settings. In the mixed-effects model, a 10-point increase in SPI corresponded to a 3.6% (95% CI 3.0-4.1; p<0.0001) increase in SVR. This was consistent in HIC (4.8% [4.1-5.5]; p<0.0001), MIC (2.8 [2.0-3.7]; p<0.0001), and LIC (3.8 [1.3-6 . 7%]; p<0.0001) settings.Interpretation The SPI contains 23 indicators that are globally applicable, relevant across different system stressors, vary at a subnational level, and are collectable by front-line teams. In the case study of COVID-19, a higher SPI was associated with an increased planned surgical volume ratio independent of country income status, COVID-19 burden, and hospital type. Hospitals should perform annual self-assessment of their surgical preparedness to identify areas that can be improved, create resilience in local surgical systems, and upscale capacity to address elective surgery backlogs. Copyright (C) 2022 The Author(s). Published by Elsevier Ltd.
Elective surgery system strengthening: development, measurement, and validation of the surgical preparedness index across 1632 hospitals in 119 countries
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April Camilla;Satoi, Sohei;Sayyed, Raza;Shaw, Richard;Simões, Joana FF;Smart, Neil;Sullivan, Richard;Sund, Malin;Sundar, Sudha;Tabiri, Stephen;Taylor, Elliott H;Venn, Mary L;Wickramasinghe, Dakshitha;Wright, Naomi;Yip, Sebastian Bernardo Shu;Bhangu, Aneel;Omar, Omar;Harrison, Ewen;Bhangu, Aneel A;Siaw-Acheampong, Kwabena;Benson, Ruth A;Bywater, Edward;Dawson, Brett E;Evans, Jonathan P;Heritage, Emily;Jones, Conor S;Kamarajah, Sivesh K;Khatri, Chetan;Khaw, Rachel A;Keatley, James M;Knight, Andrew;Lawday, Samuel;Mann, Harvinder S;Marson, Ella J;Mckay, Siobhan C;Mills, Emily C;Pellino, Gianluca;Tiwari, Abhinav;Trout, Isobel M;Wilkin, Richard JW;Abukhalaf, Sadi;Adamina, Michel;Ademuyiwa, Adesoji O;Agarwal, Arnav;Akkulak, Murat;Alameer, Ehab;Alderson, Derek;Alakaloko, Felix;Albertsmeier, Markus;Alser, Osaid;Alshaar, Muhammad;Augestad, Knut Magne;Ayasra, Faris;Azevedo, José;Bankhead-Kendall, Brittany K;Barlow, Emma;Beard, David;Blanco-Colino, Ruth;Brar, Amanpreet;Minaya-Bravo, Ana;Breen, Kerry A;Bretherton, Chris;Buarque, Igor Lima;Burke, Joshua;Caruana, Edward J;Chaar, Mohammad;Chakrabortee, Sohini;Christensen, Peter;Cox, Daniel;Cukier, Moises;Davidson, Giana H;Di Saverio, Salomone;Drake, Thomas M;Edwards, John G;Emile, Sameh;Farik, Shebani;Ford, Samuel;Garmanova, Tatiana;Gomes, Gustavo Mendonça Ataíde;Grecinos, Gustavo;Griffiths, Ewen A;Gruendl, Magdalena;Halkias, Constantine;Hisham, Intisar;Hutchinson, Peter J;Hwang, Shelley;Jenkinson, Michael D;Jonker, Pascal;Keller, Debby;Kolias, Angelos;Kruijff, Schelto;Leventoglu, Sezai;Litvin, Andrey;Loehrer, Andrew;Modolo, Maria Marta;Major, Piotr;Mashbari, Hassan N;Metallidis, Symeon;Mohan, Helen M;Moszkowicz, David;Moug, Susan;Ng-Kamstra, Joshua S;Maimbo, Mayaba;Negoi, Ionut;Niquen, Milagros;Olivos, Maricarmen;Oussama, Kacimi;Outani, Oumaima;Parreno-Sacdalanm, Marie Dione;Rivera, Carlos Jose Perez;Pinkney, Thomas D;Plas, Willemijn van der;Qureshi, Ahmad;Radenkovic, Dejan;Ramos-De La Medina, Antonio;Revell, Elliot J;Roberts, 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Elshawadfy;Makram, Abdelrahman M;Makram, Omar M;Ahmed, Ola;Helmy, AbdelRahman M A;Abdelwahab, Khaled M;Abdelkhalek, Mohamed;Metwally, Islam H;Shetiwy, Mosab Saad;Zuhdy, Mohammad;Ramadan, Salma I;Abdelghany, Mohamed;Omar, Mohammed A;Soliman, Ziad A;Ali, Hossam T;Elnoamany, Salma;Ghozy, Sherief;Abbas, Alzhraa S;Shehata, Mostafa A;Mahmoud, Sahar A;Elsaman, Mohammed A;Fayad, Elsayed A;Radwan, Asmaa;El-Sakka, Ahmed I;Sallam, Asser;Elbahnasawy, Mohamed G;Esmail, Eslam S;Hawila, Ahmed Maher;Hamada, Mohamed K;Motawea, Sara H;Morsy, Mohamed S;El-Sheemy, Hatem Refaat;Ebada, Mahmoud Ahmed;Khedr, Ali H;Gad, Ahmed;Elmandouh, Omar;Elmandouh, Reem;Alkanj, Souad;Youssef, Mohammad G;Awad, Kamal;Mohammed, Maged;Elsayad, Ahmed H;Rätsep, Tõnu;Wolle, Melatework A;Negussie, Abraham G;Adimass, Misganaw A;Misganaw, Bereket Tsegaye;Bezabih, Yoseph S;Assefa, Biniam Zemedu;Shumye, Getachew W;Mengesha, Mengistu G;Gechera, Dagnachew Y;Mohammed, Adnan A;Mulugeta, Gersam A;Metaferia, Yonas Y;Kifetew, Ashebir B;Degefa, Eyueal A;Deressa, Yadani M;Gonfa, Kebebe Bekele;Bedane, Zewdie G;Ayalew, Alem M;Ayele, Henok Teshome;Abebe, Engida;Worku, Bereket Atnafu;Sisay, Million M;Kassa, Dawit Worku;Awedew, Atalel F;Bayable, Abera C;Tiruneh, Abraham Genetu;Hailu, Samuel;Numaro, Yilkal T;Ademe, Yonas;Baleh, Abat S;Megerssa, Thomas B;Kejela, Segni;Derilo, Habtamu T;Akililu, Yemisirach B;Lebbe, Iris;Sarjanoja, Elise K;Kauppila, Joonas H;Sinikumpu, Juha-Jaakko;Giordano, Salvatore;Kantor, Elie;Soussan, Romy;Tommaso, Cipolat Mis;Nappi, Francesco;Morichau-Beauchant, Tristan;Nahum, Julien;Maillet, Jean-Michel;Godement, Mathieu;Jouffret, Lionel;Migliorelli, Federico;De Simone, Belinda;Brunaud, Laurent;Fuchs-Buder, Thomas;Testelin, Sylvie;Bin, Kim;Boucher, Sophie;Schmitt, Françoise;Lakkis, Zaher;Harper, Luke;Slim, K;Piessen, Guilaume;Eveno, Clarisse;Ballouhey, Quentin;Taibi, Abdelkader;Crenn, Vincent;Duchalais, Emilie;Arnaud, Alexis P;Azzis, Olivier;Tuech, Jean-Jacques;Vaysse, Charlotte;Weyl, Ariane;Vergriete, Kelig;Charbonneau, Helene;Ezanno, Anne-Cecile;Malgras, Brice;Basso, Celeste Del;Duquesne, Igor;Bernabei, Federico;Rothschild, Pierre-Raphaël;Abbo, Olivier;Manceau, Gilles;Chamouni, Alexandre;Crétolle, Célia;Arnalsteen, Laurent;Mikhael, Elie;Police, Andrea;Montero-Macias, Rosa;Villefranque, Vincent;Maisonneuve, Emeline;Langlais, Tristan;Seeliger, Barbara;Pessaux, Patrick;Gonzalez, Cristians A;D'Urso, Antonio;Angeles, Martina A;Seguin-Givelet, Agathe;Des Deserts, Marc Danguy;Gaujoux, Sebastien;de Ponthaud, Charles;Chartier-Kastler, Emmanuel J;Ali, Liza;Peycelon, Matthieu;Mege, Diane;Demetrashvili, Zaza;Stoleriu, Mircea G;Keppler, Lena;Saier, Tim;Konrads, Christian;Tapking, Christian;Kamphues, Carsten;Bulian, Dirk R;Schmedding, Andrea;Doerner, Johannes;Gut, Anna E;Rolinger, Jens;Kirschniak, Andreas;Schröder, Lars;Reim, Daniel;Safi, Seyer;Fichter, Andreas M;Wagner, Arthur;Meyer, Bernhard;Gempt, Jens;Sablotzki, Armin R;Herzberg, Jonas;Altenburg, Manuel;Yenilmez, Ferhat;Meins, Jan;Aghwan, Louai A;Börner, Nikolaus;Keppler, Alexander M;Albertsmeier, Markus;Seyfried, Steffen;Rassweiler-Seyfried, Marie-Claire;Kriegmair, Maximilian;Kowalewski, Karl-Friedrich;Gousias, Konstantinos;Strotmann, Johanna J;Höhn, Philipp;Horn, Julian;Knipschild, Julia M;Siemen, Leonie;Luu, Andreas Minh;Horch, Raymund E;McLean, Aaron Lawson;Lindert, Judith Anne Teresa;Ziemann, Sebastian;Modabber, Ali;Winnand, Philipp;Hölzle, Frank;Sommer, Björn;Wolf, Sebastian;Shiban, Ehab;Recker, Florian;Güresir, Erdem;Randau, Thomas M;Güresir, Agi;Velten, Markus;Vilz, Tim O;Wittmann, Maria;Willis, Maria A;Glowka, Tim R;Bork, Ulrich;Hecker, Matthias;Hecker, Andreas;Reichert, Martin;Miller, Clemens;Nemeth, Marcus;Ronellenfitsch, Ulrich;Kleeff, Jorg;Lorenz, Kerstin;Kisser, Ulrich;Schneider, Rick;Seiwerth, Ingmar;Osterhoff, Georg;Linz, Valerie C;Mallmann, Michael R;Rokohl, Alexander C;Heindl, Ludwig M;Wawer Matos, Philomena A;Cursiefen, Claus;Mallmann, Christoph A;Domroese, Christian M;Königsrainer, Alfred;Yurttas, Can;Thiel, Karolin;Vahl, Julius M;Wiegering, Armin;Lock, Johan F;Heuer, Annika;Reiter, Alonja;Stangenberg, Martin;Böttcher, Arne;Kaemmerer, Daniel;Mensah, Kofi T;Gyamfi, Frank E;Opandoh, Isabella N M;Ofori, Emmanauel O;Baidoo, Ebikela I;Baidoo, Richard O;Azize, Diallo A;Appiah-Thompson, Peter;Agbeno, Evans K;Ken-Amoah, Sebastian;Rahman, Ganiyu A;Kpangkpari, Richard;Aniakwo, Luke A;Nortey, Michael;Agyapong, Meshach M;Boakye, Benedict;Mensah, Philip;Agyen-Mensah, Kwasi;Amoako-Boateng, Mabel P;Mensah, Samuel;Debrah, Sam;Yakubu, Mustapha;Adam-Zakariah, Leslie Issa;Davor, Anthony;Arthur, Joshua;Dzogbefia, Mawutor;Konney, Anna;Konney, Thomas O;Amoah, Michael;Barnor, Isaac;Issahalq, Mohammed Duah;Hoyte- Williams, Paa Ekow;Awortwi, Wilfred Sam;Hammond, Bernard;Awoonor-Williams, Ronald;Naabo, Nuhu N H;Appiah-Kubi, Adu;Adanu, Kekeli Kodjo;Clegg-Lamptey, Joe Nat A;Adae, Jefferson Owusu;Adjeso, Theophilus T K;Yahaya, Mundashiru;Ansah-Agyei, David A;Charadan, Ana Maria Simono;Labrada, Magdiel Rodriguez;Issaka, Adamu;Yabasin, Iddrisu B;Antwi, David A;Manan, Lukman;Bukari, Mohammed I S;Buunaaim, Alexis D B;Alatiiga, John Abanga;Sheriff, Mohammed;Kumi, Emmanuel O;Bonsaana, Gilbert B;Micha, Georgia;Kiriakopoulos, Nikolaos;Stroumpoulis, Konstantinos;Kalopita, Konstantina;Grypiotis, Ioannis;Psarianos, Kyriakos A;Aslanidis, Theodoros;Korkolis, Dimitris P;Fradelos, Evangelos;Arvanitaki, Alexandra;Prodromidou, Anastasia;Thomakos, Nikolaos;Theofanakis, Charalampos;Angelou, Kyveli;Haidopoulos, Dimitrios;Diakosavvas, Michail;Chardalias, Leonidas;Papaconstantinou, Ioannis;Antonakis, Pantelis T;Politis, Dimitrios;Dellaportas, Dionysios;Kontopoulou, Christina I;Memos, Nikolaos A;Gklavas, Antonios;Bramis, Konstantinos;Pappas, Panagiotis;Petropoulou, Thalia;Ioannidis, Argyrios;Ntourakis, Dimitrios;Papageorgiou, Dimitrios;Manatakis, Dimitrios K;Barkolias, Christos G;Balalis, Dimitrios;Tasis, Nikolaos P;Sidiropoulos, Theodoros A;Michalopoulos, Nikolaos V;Papadoliopoulou, Maria;Parasyris, Stavros;Danias, Nikolaos;Vassiliu, Panteleimon;Petropoulou, Zoe;Margaris, Ioannis;Kefalidid, Eirini;Papaconstantinou, Dimitrios;Paraskevas, Kosmas I;Nikova, Alexandrina S;Kalamatianos, Theodosis;Stamatis, Konstantinos;Sotiropoulou, Maria;Stylianidis, George;Kouraklis, Gregory P;Paspala, Anna;Nastos, Constantinos;Sfoungaris, Dimitrios;Valioulis, Ioannis A;Raptis, Dimitrios;Tsakiridis, Nikolaos;Tsakiridis, Konstantinos Alexandros;Arvanitakis, Konstantinos;Kalfountzos, Christos;Koukoulis, Georgios D;Bouliaris, Konstantinos;Lachanas, Vasileios A;Doudakmanis, Christos A;Chouliaras, Christos;Papadopoulos, Aristeidis;Ntalouka, Maria P;Magouliotis, Dimitrios;Fergadi, Maria;Samara, Athina A;Christodoulidis, Grigorios;Bareka, Metaxia;Athanasiou, Thanos;Arnaoutoglou, Eleni M;Hajiioannou, Jiannis;Perivoliotis, Konstantinos;Baloyiannis, Ioannis;Angelis, Fragkiskos A;Stamoulis, Konstantinos G;Symeonidis, Dimitrios;Korais, Christos;Gkrinia, Eleni;Ntziovara, Anna-Maria;Mulita, Francesk;Bouchagier, Konstantinos;Verras, Georgios I;Argentou, Maria I;Vailas, Michail;Germanos, Stylianos;Tavlas, Panagiotis;Tatsis, Dimitris;Astreidis, Ioannis T;Louizakis, Alexandros;Antoniou, Asterios;Paraskevopoulos, Konstantinos;Chrysovitsiotis, Georgios;Frountzas, Maximos;Toutouzas, Konstantinos G;Chrysovergis, Aristeidis;Potamianos, Spyridon;Kyrodimos, Efthymios;Papanikolaou, Vasileios;Theodoropoulos, George;Triantafyllou, Tania;Larentzakis, Andreas;Kimpizi, Athina-Despoina;Tsakiridis, Ioannis;Kapetanios, Georgios;Dagklis, Themistoklis;Petousis, Stamatios;Margioula-Siarkou, Chrysoula;Baili, Efstratia;Tampaki, Ekaterini C;Lostoridis, Eftychios;Avramidis, Emmanouil C;Efstathiou, Andreas P;Babis, George C;Roditis, Konstantinos;Tsiantoula, Paraskevi V;Machairas, Nikolaos;Schizas, Dimitrios;Kykalos, Stylianos;Dorovinis, Panagiotis I;Stamopoulos, Paraskevas;Charalabopoulos, Alexandros K;Liakakos, Theodore;Koziakas, Elias;Karavokyros, Ioannis;Skotsimara, Antonia;Syllaios, Athanasios;Tsourouflis, Gerasimos S;Tomara, Nefeli K;Dimas, Angelos;Apostolou, Konstantinos G;Tsouknidas, Ioannis;Samara, Evangelia;Papakonstantinou, Nikolaos A;Falara, Areti;Papavasiliou, Kyriakos;Siasios, Ioannis D;Kaselas, Christos;Anthoulakis, Christos;Tigkiropoulos, Konstantinos;Spartalis, Eleftherios;Mourmouris, Panagiotis;Tsekouras, Konstantinos;Tzelves, Lazaros;Dedemadi, Georgia;Gaitanakis, Stylianos;Marinis, Athanasios;Stamatiou, Konstantinos;Vlotinou, Pinelopi D;Xenaki, Sofia;Lasithiotakis, Konstantinos;Nikolouzakis, Taxiarchis Konstantinos;Karakosta, Agathi;Tzimas, Petros;Charatsaris, Panagiotis;Recinos, Gustavo;Vega, Marlon D;Aguilera, Maria L;Rivera, Pablo J;Sosa, Dianne A;Salazar, Tania A;Ybarra, Natalia I;Morataya, Ever E;Brolo, Estuardo J;Lowey, Andrea M;Paiz, Jose R;Wong, George KC;Ling, Samuel KK;Ng, Calvin SH;Lau, Rainbow WH;Futaba, Kaori;Toth, Dezso;Zaránd, Attila;Piros, Laszlo;Santoshi, John A;Nagar, Manoj;Shrivastava, Adesh;Ahmad, Zainab;Behera, Prateek;Gautam, Megha;Bagaria, Dinesh;Kabra, Apoorva P;Mittal, Samarth;Ranjan, Piyush;Sharma, Shilpa;Trikha, Vivek;Bagaria, Dinesh Kumar;Alam, Junaid;Goel, Prabudh;Dube, Surya Kumar;Choudhary, Narendra;Menon, Ramesh P;Seenivasagam, Rajkumar Kottayasamy;Agrawal, Abhishek;Majumdar, Kinjal S;Sharma, Pranati;Gupta, Amit;Arora, Rajnish K;Arora, Poonam;Basu, Somprakas;Huda, Farhanul;David, Lena E;Goswami, Aakansha G;Piplani, Rajat;Sultania, Mahesh;Tripathy, Sujit K;Mishra, Tushar S;Muduly, Dillip Kumar;Jena, Saubhagya Kumar;Mishra, Abhijeet;Mitra, Jayanta K;Singh, Sweta;Sahu, Ranjit Kumar;Mohanty, Chitta R;Jena, Saubhagya K;Panda, Ritesh;Boyina, Kiran Kumar;Dasukil, Saubhik;Gahlot, Nitesh;Khatri, Naren P;Kaur, Amanjot;Vishnoi, Jeewan R;Sharma, Naveen;Chugh, Ankita;singh, Mahendra;Chakraborty, Sourabh S;Rajanbabu, Anupama;Hunain, Reem;Raut, Monish S;Pandey, Diwakar;Srivastava, Raghubir;Saksena, Ajesh Raj;Garod, Mebanshanbor;Budihal, Bhargavi R;Kashyap, Shankarsai;Agarwal, Pavani B;Chhatrapati, Swati;Deshpande, Charulata;Baliarsing, Lipika Amresh;balakrishnan, Kalpana;Tanweer, Ahmed Sayeed;Haque, Parvez David;Chitresh, Sathiafrey D A;Daniel, Swati;Dutta, Rohini;Dutt, Uma Kant;Garg, Karan;Garg, Mukul;George, Christina;Ghosh, Dhruva;Gupta, Pariza;Jain, Ritu;Kalyanapu, Jeffrey A;Kaur, Savleen;Khurana, Ankita;Khurana, Sarita;Kumar, Jatin;Liddle, Dootika;Mahajan, Amit Vipan;Pawar, Pranay;Pradeep, Konda Samuel Paul;Ranadive, Reuben R;Rajkumar, Arti;Sam, Vivin Daniel;Sam, Jerrin Regi;Samuel, Habie Thomas;Samuel, Sangeetha;Sahi, Prateek;Sood, Aditya;Srivastava, Nitish;Thomas, Alen J;Thomas, Naveen J;Varkey, Jacob K;Vazhakalayil, Vigy Georgekutty;William, Rahul;Mittal, Rohin;Devarakonda, Sreekar;Riju, Jeyashanth;Thomas, Vinotha;Sivakumar, Moonish V;Sridhar, Rajeevan Philip;Jebakumar, Gilbert S;Paul, Negine;Kota, Albert A;Kumari, Pushplata;Surendran, Suraj;Suraj, Raji;Victor, Naveen Sundaram;Kathir Joyson, D R;Konduru, Vidya;Malhotra, Kashish;Rammohan, Ashwin;Rela, Mohamed;Jain, Vaibhav;Jakhetiya, Ashish;Patel, Vidhi K;Pendyala, Karuna Sree;Aggarwal, Manisha;Gupta, Shyam K;Kumar, Ashwani;Bindra, Manpreet Singh;Yadev, I;Chisthi, Meer M;Soumya, S;Anand, Sachit;Rani, Jyotsna;Sharma, Kanika;Ghosh, Indranil;Sundaraju, Shalini;Penumadu, Prasanth;Govindarajan, Krishna Kumar;Manikandan, Ramanitharan;Kavalakat, Alfie J;Phadnis, Ashish;Jadhao, Piyush;Subbarayan, Shankar;Hunain, Reem;Rodrigues, Gabriel;Ibrahim, Sufyan;Hameed, Zeeshan BM;Zachariah, Sanoop K;Madabhavi, Irappa V;Bansal, Varun V;Rajan, Shiv;Ozair, Ahmad;Chaurasia, Akhilanand;Ramakant, Pooja;Verma, Manju L;Shukla, Ayushi;Agarwal, Anjoo;Bajaj, Ankur;Jaiswal, Somil;Mishra, Brijesh;Thyavihally, Yuvaraja;Waigankar, Santosh S;Waigankar, Santosh Subhash;Hegde, Siddhi;Alexander, Philip V;Sharma, Rahul Deo;Sodhai, Vivek M;Kishore, Kunal;Vishweshwara, Ramya M;Bains, Lovenish;Kumar, Sanjeev;Malik, Akshat;Shaikh, Zahiya Hareem;Kumari, Priyanka;Thomas, Jerin J;Yadav, Sanjay Kumar;Dhurwe, Ritika;Nath, Upamanyu;Chopra, Hitesh;Kumar, Vishal;Kaman, Lileswar;Karthigeyan, Madhivanan;Tripathi, Manjul;Mohindra, Sandeep;Salunke, Pravin;Singh, Kavindra;Rangasamy, Karthick;Gopinathan, Nirmal Raj;Siroliya, Anshul;Bangal, Vidyadhar B;Gupta, Ashish;Kannaiyan, Lavanya;Kulkarni, Aditya A;Panda, Bijnya B;Mittal, Abhishek;Ghodke, Rahul J;Kale, Sachin Y;Dhar, Sanjay;Agarwal, Gaurav;Mishra, Anjali;Upadhyaya, Vijai Datta;Kumar, Basant;Jeyaraman, Madhan;Mehraj, Asif;Parray, Fazlul Q;Amin, Shivang Gaurang;Mankad, Saptak P;Thakore, Karan V;Singh, Riya;Garg, Pankaj Kumar;Majmudar, Hardil P;Sharma, Tanishq S;Chowdappa, Raghunandan Gorantlu;Maniar, Sahiba S;Thakar, Sumit;Jain, Kavitha;Patel, Tapan;Gupta, Rahul A;Aggarwal, Gaurav;Gupta, Sujoy;Agrawal, Sanjit Kumar;Sharma, Abhishek;Jain, Prateek;Ghosh, Anik;Pipara, Amrit;Pramesh, C S;Patkar, Shraddha;Patil, Vijaya Prakash;Divatia, Jigeeshu V;Puri, Ajay;Kumar, Akshay;Bhardwaj, Rohit;Mittal, Abhishek;Venkatappa, Sunil Kumar;Manangi, Mallikarjuna;Prabhu, Prashanth J;Anwar, Sumadi L;Sari, Djayanti;Tantri, Aida R;Chandra, Susilo;Manggala, Sidharta K;Auerkari, Aino N;Zahra, Raihanita;Soenarto, Ratna F;Ramlan, Andi A W;Billy, Matthew;Harzif, Achmad K;Surya, Ilham Utama;Lestari, Mayang I;Damara, Fachreza A;Aryananda, Rozi A;Aji, Yunus Kuntawi;Hadipranata, Thirza;Lie, Warren;Kembuan, Gabriele J;Cindryani, Marilaeta;Senapathi, Tjokorda Gde Agung;Ryalino, Christopher;Hosseini, Elahe;Hosseini, Alireza;Medhati, Pourya;Erfanian, Reza;Firouzifar, Mohammadreza;Anari, Mahtab Rabbani;Irani, Shirin;Rahim, Fakher;Kandevani, Naser Yousefzadeh;Kabiri, Fatemeh Sheikholeslami;Motahaver, Nima Najafian;Hosseinpoor, Masoomeh;Rajati, Mohsen;Assadi, Reza;Haqgou, Mohadeseh;Javadi, Seyed Amir;Karimian, Faramarz;Asadi, Mehdi;Alizadeh, Narges;Heidari, Mohammad;Hejazi, Seyed Fakhreddin;Alizadeh, Narges;Bazyari, Vahid;Ahmadi, Sayedali;Yusefi, Hossein;Attar, Mojtaba KA;Zanjani, Leila Oryadi;Nabian, Mohammad Hossein;Yahyazadeh, Seyed Reza;Manesh, Hassan Fatemi;Sotudeh, Mohadese;Akhavizadegan, Hamed;Shafiei, Seyyed Hossein;Aldawoody, Hogir I;Almusawi, Ahmed A;Al-Isawi, Ali;Al-Hajjaj, Ahmed Basim Abed;Zwain, Yasir A;Alwash, Mohammed J;Hadi, Najah R;Maala, Rasool;Adil, Aeshah Anwar;Hashim, Hashim Talib;Al-Salihi, Naseem W;Al-hasani, Fahad Majid Yaseen;Rashed, Pakhshan A;Muhamed, Pakhshan A;Hilmi, Ahmed A;Akhtyare, Mohammed Musa A;Hashim, Hashim T;Hussein, Rand A;Aljohmani, Lylas;Crotty, Fiona E;Elliott, Jessie A;Javadpour, Mohsen;Davis, Niall F;Ryan, James PC;Aremu, Muyiwa;O'Brien, Stephen J;Wong, Benjamin Ngie Xiong;Hsiao, Michelle Min;Andrews, Emmet;Pretorius, Jacques;Azeem, Imran;Ikele, Hilary;McCarthy, Claire M;Salameh, Fadi-Tamas;O'Connor, Donal B;O'Connor, Clare;Sheahan, Patrick;Barry, Conor P;Kavanagh, Fergal G;Callanan, Deirdre;James, Danielle L;Clancy, Cillian;Croghan, Stefanie M;Aherne, Thomas M;Kiernan, Aoife;Owens, Patrick W;Creavin, Ben;Mekki, Hassan;Walsh, Stewart R;Carroll, Paul A;Oh, Ke En;Lowery, Aoife J;Bala, Miklosh;Shussman, Noam;Demma, Jonathan Abraham;Marom, Gad;Fishman, Yuri;Zmora, Osnat;Kalmovich, Limor Muallem;Horesh, Nir;Anteby, Roi;Papa, Mario V;Argenio, Giulio;Sozzi, Giulio;Amatucci, Chiara;Segalini, Edoardo;Pesenti, Giovanni;Giani, Alessandro;Mazzola, Michele;Lombardi, Pietro Maria;Saibene, Alberto M;Mariani, Nicoló M;Zanin, Luca;Andreuccetti, Jacopo;Ferrari, Federico;Baiocchi, Gian Luca;Frontali, Alice;Granieri, Stefano;Cotsoglou, Christian;Scarpa, Marco;Colasanti, Roberto;Schiavone, Donatella;Castaldi, Antonio;Antropoli, Carmine;Colò, Gabriele;Fiume, Irene;Poillucci, Gaetano;Fortuna, Laura;Locatello, Luca G;Gallo, Oreste;Maggiore, Giandomenico;Bottari, Andrea;Bruno, Chiara;Barbato, Giuseppe;Di Bella, Annamaria;Taddei, Antonio;De Pastena, Matteo;Campagnaro, Tommaso;Malleo, Giuseppe;Paiella, Salvatore;Balduzzi, Alberto;Capozzi, Vito Andrea;Carretta, Alessandro;Bertolini, Giacomo;Dalmonte, Giorgio;Giuffrida, Mario;Andriola, Valeria;Martines, Gennaro;Picciariello, Arcangelo;Pattacini, Gianmaria Casoni;Di Bartolomeo, Mattia;Anesi, Alexandre;Nikaj, Herald;Gentilli, Sergio;Reitano, Elisa;Fiacchini, Giacomo;Di Franco, Gregorio;Morelli, Luca;Andreani, Lorenzo;Tartaglia, Dario;Balestri, Riccardo;Coccolini, Federico;Chiarugi, Massimo;Puccini, Marco;Fusario, Daniele;Samorani, Osvaldo Carpineto;Marano, Luigi;Carbone, Ludovico;Roviello, Franco;Restaino, Valeria;Pesce, Anna Lisa;Resca, Luca;Piccioni, Stefania Angela;Veroux, Massimiliano;Sarpietro, Giuseppe;Matarazzo, Maria Grazia;Cianci, Antonio;Morini, Andrea;Zizzo, Maurizio;Mastrofilippo, Valentina;Mandato, Vincenzo Dario;Aguzzoli, Lorenzo;Sarnari, Jlenia;Nita, Gabriela E;Fabbri, Nicolò;Rubbini, Michele;Tutino, Roberta;Podda, Mauro;Canu, Gian Luigi;Peiretti, Enrico;Trungu, Sokol;D'Oria, Mario;Lauretta, Andrea;Marro, Matteo;Guerrera, Francesco;Santarelli, Mauro;Salizzoni, Stefano;Iocca, Oreste;Di Maio, Pasquale;Perra, Teresa;Porcu, Alberto;Scanu, Antonio M;Pirozzolo, Giovanni;Toia, Francesca;Dinoto, Ettore;Cammarata, Emanuele;Franza, Mara;Rosatti, Fernando;Cipolla, Calogero;Di Grazia, Natalia;Milia, Walter R;Pecoraro, Felice;Virgilio, Edoardo;Barberis, Andrea;Bàmbina, Fabrizio;Lavalle, Laura;Sinibaldi, Giovanni;Licari, Leo;Tropeano, Francesca P;Luglio, Gaetano;Pagano, Gianluca;Tropeano, Francesca Paola;Peltrini, Roberto;Nuzzo, Maria Michela Di;Bracale, Umberto;Indini, Alice;Bissacco, Daniele;Domanin, Maurizio;Torretta, Sara;Bogani, Giorgio;Martinelli, Fabio;Sala, Laura;Cortinovis, Umberto;Zingarello, Valeria;Bertolina, Francesca;Hilal, Moh'd Abu;Fransvea, Pietro;Marra, Angelo A;Rosa, Fausto;Litta, Francesco;Ratto, Carlo;Parello, Angelo;Tedesco, Silvia;Ferracci, Federica;Pitoni, Sara;D'Archi, Sabatino;Franceschini, Gianluca;Scardina, Lorenzo;Gravante, Gianpiero;Conti, Luigi;Baldini, Edoardo;Maniscalco, Pietro;Ciatti, Corrado;Spriano, Giuseppe;Mercante, Giuseppe;Gaino, Francesca;Milana, Flavio;Spinelli, Antonino;Ferreli, Fabio;De Virgilio, Armando;Di Bari, Matteo;Aquilino, Fabrizio;Marino, Fabio;Pellini, Raul;Campo, Flaminia;Moretto, Silvia;Mazzola, Francesco;Petruzzi, Gerardo;Mastroianni, Riccardo;Simone, Giuseppe;Rottoli, Matteo;Russo, Iris S;Raimondo, Diego;Fernandez, Ignacio J;Raffone, Antonio;Bertoglio, Pietro;Ravaioli, Matteo;Germinario, Giuliana;Bernante, Paolo;Casadio, Paolo;Seracchioli, Renato;Droghetti, Matteo;Schiavina, Riccardo;Ricotta, Francesco;Tarsitano, Achille;Arena, Alessandro;Della Gatta, Anna Nunzia;Violante, Tommaso;Pellegrini, Alice;Bolognesi, Federico;Solli, Piergiorgio;Ricciardi, Sara;Cipolli, Alessandro;Maletta, Manuela;La Porta, Marilina;Lauretta, Maria Paola;Melotti, Rita M;Daddi, Niccolò;Parri, Sergio Nicola Forti;Garelli, Elena;Perrone, Anna M;Lombardi, Raffaele;Pinto, Valentina;Pignatti, Marco;Tonini, Valeria;Copelli, Chiara;Giordano, Antonio Nicola;Palai, Vincenzo;Aspide, Raffaele;La Corte, Emanuele;Lucchini, Stefano;Castagnini, Francesco;Pardo, Francesco;Di Liddo, Michele;Caternicchia, Filippo;Donati, Danilo;Cavalieri, Bruno;Frisoni, Tommaso;Rotini, Marco;Scabini, Stefano;Vagge, Aldo;Desideri, Lorenzo Ferro;Barra, Fabio;Sparavigna, Marco;Fregatti, Piero;Luzzi, Andrea-Pierre;Costantini, Sergio;Ferrero, Simone;Gustavino, Claudio;Paratore, Marco;Perrone, Umberto;Centurioni, Maria Grazia;Alessandri, Franco;Ferraiolo, Antonella;Rosato, Francesco Paolo;Ball, Lorenzo;Ascari, Francesca;Barugola, Giuliano;Lovece, Andrea;Milito, Pamela;Siboni, Stefano;Bonavina, Luigi;Aiolfi, Alberto;Bona, Davide;Micheletto, Giancarlo;Bertolaccini, Luca;Sedda, Giulia;Spaggiari, Lorenzo;Tagliabue, Marta;De Berardinis, Rita;Pietrobon, Giacomo;Chu, Francesco;reAnsarin, Mohssen;Garbi, Annalisa;Patrone, Renato;Belli, Andrea;Cianci, Pasquale;Raimondo, Ivano;Ferrero, Annamaria;Pacilio, Carlo Alberto;Bocchino, Antonio;Solaini, Leonardo;D'Acapito, Fabrizio;Di Stefano, Barbara;Corso, Ruggero M;Pata, Francesco;Vitale, Mariarosaria;Rotunno, Giuseppe;Lenzi, Riccardo;Migliorino, Ernesto;Grossi, Ugo;Novello, Simone;Romano, Maurizio;Rossi, Serena;Zanus, Giacomo;Epifani, Angelo G;Broglia, Alessandro;Santoliquido, Matteo;Clementi, Marco;Marafante, Chiara;Carrano, Francesco Maria;Patrone, Renato;Fleres, Francesco;Clarizia, Guglielmo;Coretti, Guido;Ferrario, Luca;Guerci, Claudio;Maffioli, Anna;D'Andrea, Marcello;Zanini, Nicola;Bertelli, Riccardo;Vallicelli, Carlo;Catena, Fausto;Prucher, Gian Marco;Conti, Alfredo;Moretto, Gianluigi;Inama, Marco;Grivon, Manuela;Sambucci, Daniele;Pirola, Giacomo M;Gubbiotti, Marilena;Sagnotta, Andrea;Ornaghi, Sara;Fruscio, Robert;Tamini, Nicolò;Ceresoli, Marco;Gianotti, Luca;Masciello, Fabrizio;Nelli, Tommaso;Canonico, Giuseppe;Anastasi, Alessandro;Malerba, Michele;Abate, Emmanuele;Lizzi, Vincenzo;Sarni, Antonio L;Tartaglia, Nicola;Montagna, Marco;D'Ugo, Stefano;Depalma, Norma;Spampinato, Marcello;Pizzini, Paolo;Magnone, Stefano;Migliore, Marcello;Volpicelli, Alessio;Gioco, Rossella;Russo, Giorgio Ivan;Bozzani, Antonio;Cobianchi, Lorenzo;Calabretto, Francesca;Pinotti, Enrico;Barone, Mirko;Campanelli, Michela;Bagaglini, Giulia;Siragusa, Leandro;Orecchia, Luca;Franceschilli, Marzia;Angelico, Roberta;Sensi, Bruno;Manzia, Tommaso M;Petagna, Lorenzo;Bacchiocchi, Giulia;Sica, Giuseppe S;Lapolla, Pierfrancesco;Picchetto, Andrea;Bruzzaniti, Placido;Marruzzo, Giovanni;Sterpetti, Antonio V;Mingoli, Andrea;Sapienza, Paolo;Scafa, Anthony Kevin;Zancana, Giuseppa;Brachini, Gioia;Ribuffo, Diego;Cirillo, Bruno;Meneghini, Simona;Cicerchia, Pierfranco M;Zambon, Martina;D'Andrea, Vito;D'Amico, Alessia;Familiari, Pietro;Cassoni, Andrea;Pucci, Resi;De Felice, Francesca;Pascarella, Giuseppe;Strumia, Alessandro;Coppola, Alessandro;Zampogna, Biagio;Papalia, Rocco;Capolupo, Gabriella T;Caricato, Marco;Nenna, Antonio;Dominici, Carmelo;Caffo, Maria;Badessi, Giorgio;Mazzeo, Carmelo;Caruso, Gerardo;Bellio, Gabriele;Guaitoli, Eleonora;Rimonda, Roberto;Fusini, Federico;Giacometti, Marco;Baldi, Caterina;Ferrara, Francesco;Chessa, Antonella;Accarino, Giulio;Monteleone, Michela;Riva, Carlo;Balconi, Arianna;Markovic, Marko;Barone, Gisella;Locatelli, Andrea;Olmetti, Simone;Costanzi, Andrea;Uccelli, Matteo;Galleano, Raffaele;Balla, Andrea;De Carlo, Antonio;Ceretti, Andrea Pisani;Bertoglio, Luca;Grandi, Alessandro;Apruzzi, Luca;Melloni, Andrea;Spartalis, Michael;Spina, Alfio;De Nardi, Paola;Bonavina, Giulia;Candiani, Massimo;Piloni, Martina;Nocera, Gianluca;Gagliardi, Filippo;Turi, Stefano;De Nunzio, Cosimo;Petrucciani, Niccolo;Fiorelli, Silvia;Laracca, Giovanni G;Menna, Cecilia;Lisi, Giorgio;Brolese, Alberto;Ciarleglio, Francesco A;Sasia, Diego;Giraudo, Giorgio;Testa, Valentina;Giuffrida, Maria Carmela;Chiarpenello, Roberto;Dalmasso, Ettore;Cianflocca, Desiree;Calini, Giacomo;Cillara, Nicola;Armatura, Giulia;Turati, Luca;Pellino, Gianluca;Menna, Maria Paola;Iovino, Claudio;Rossi, Settimio;Simonelli, Francesca;Baccellieri, Domenico;Candiani, Massimo;Gozzini, Lorenzo;Elmore, Ugo;Rosati, Riccardo;Gallo, Gaetano;Giannaccare, Giuseppe;Cristofaro, Maria G;Barca, Ida;Carnevali, Adriano;Consorti, Giuseppe;Laganà, Antonio Simone;Pontini, Alex;Salvador, Renato;Di Marzo, Francesco;Turri, Giulia;Saito, Junichi;Kochiyama, Tsukasa;Satoi, Sohei;Hashimoto, Daisuke;Yoshimatsu, Kazuhiko;Namikawa, Tsutomu;Kuriyama, Akira;Sunami, Eiji;Takeda, aChikashi;Shiota, Masaki;Toyama, Satoshi;Ishitobi, Makoto;Kawasaki, Yosuke;Kawaguchi, Masahiko;Ida, Mitsuru;Iwasaki, Masae;Mase, Hiroshi;Fujimoto, Yuki;Chaki, Tomohiro;Tachibana, Shunsuke;Kazuma, Satoshi;Kuroda, Naoto;Matsuki, Yuka;Kamizato, Kota;Omari, Rand Y;Salim, Mohammad Ahmad Jamil Es;Alwarawrah, Zaid;AAbdulrahmanlarood, Salameh A;Alnaser, Adnan R;Alhusseini, Radi Tofaha;Qasem, Abdulrahman G;Eid, Ahmad M;Theab, Mohammad A;Ghayada, Ibrahim;Guboug, Ali;Alqedrh, Mohannad Fayiz;Al-banna, Mohammed E;Abuleil, Amro;Asassfeh, Yaqin Mahmoud;ali, Zaid Mohammed Al-sheikh;Eid, Ahmad Ayman;AbuSalah, Reem G;Hijazeen, Raid George;Awadi, Sajeda;Mansour, Omar S;Khamees, Almu'atasim;Alrayes, Bourhan;Hassan, Mohammad;Qandeel, Mahmoud W M;Ibrahim, Zainab O;Salah, Mohammad Maher Salah;Alnatour, Hazem Zuhair;Saleh, Ma'moun Helmi Suleiman;Suradi, Haya H;Abu Serhan, Hashem A;Abu Za'nouneh, Faris Jamal;Alheji, Hazim R;Al-Shami, Khayry;Mousa, Ala'a Al-deen T;Bsisu, Isam K;Bsisu, Rasha;Abuzenah, Mohammad I A;Kalaji, Zeina H;Jabaiti, Samir;Omeish, Haya A;Almuhtaseb, Aseel Y;Abuleil, Amro M;Theab, Reem A;Sheyyab, Anagheem A;Hamouri, Shadi;Ababneh, Hazim S;Amarin, Zouhair;Bahhour, Mohammad Yasin;Abu-Mehsen, Marah K;Al-howthi, Mohammed Abdullah;Wafi, Omar S S;Sawadi, Taher Rashed Mohammed;Albustami, Iyad S;Masadeh, Maen O;Al Khassawneh, Ahmad;Amarin, Justin Z;Irshaidat, Sara S;Abou Chaar, Mohamad K;Zaghlol, Louay Y;Mansour, Razan;Shahait, Mohammed;Qandeel, Haitham;Abd Almonem, B;Hawasly, Lubna;Alsabbagh, Ghalia;Al-Dabaa, Tawfik Mohammed;Amer, Qaed Mashhour Bani;Abu-Ismail, Luai;Shaout, Dua'a M;Abu-shadouf, Tariq H;Bolatbekova, Raikhan;Issayev, Nadir;Kulimbet, Mukhtar B;Kiyabayev, Almaz M;Ospanova, Dinara;Zhumatayev, Dauren;Baimakhanov, Abylai;Fakhradiyev, Ildar;Tanabayeva, Shynar;Saliev, Timur;Kaidarova, Dilyara;Cheserem, Beverly;Hamdun, Intisar H S;Munubi, Aziz Z;Siboe, Mark M W;Wachera, Samuel Wanjara;Parker, Robert K;Mwachiro, Michael M;Mwangi, Victor Pendaeli;Jafar, Yaqoub M;Al-Shaiji, Tariq F;PÄolkins, Andrejs;Apse, Ingus A;Sheth, Hemant D;Pāvulāns, Jānis;Karout, Samar;Farfour, Imadeddine Ahmad;Safar, Ali O;Lichaa, Anthony;Ismail, Salim H;Kassab, Mohamad B;Abou-Abbass, Hussein;Awad, Rabih F;El Assaad, Hadi;Serhan, Fatima Ghazi;Karout, Lina;Chowdhary, Anisa;Itani, Rania;Abu Hamrah, Ali A A;Bellah, Almoataz;Algatanesh, Nassib S;Duwebi, Mousab A;Alkouba, Esraa T;Algehani, Hala M;Alsharif, Monther;Al-maadany, Faraj S;Elkhafeefi, Fatimah S;Buimsaedah, Ahmad M;Ghazal, Sarah M;Amnaina, Mohamed G;Yagoub, Ghozlan Y;yahia, Hana Ramadan bin;Bareig, Elham Hussin;BenHamida, Bahaeddin;Alkimeeshi, Nayrouz;Marwan, Malak;Muhammed, Nawal Aldokali;Benamer, Eman M;Othman, Rema H;Momen, Ahmed A;Ayad, Kusay A;Aldokali, Nawal;Mohammed, Alsnosy Abdullah Khalefa;Sanousi, Enas F;Aboubakr, Saed J;Aboubakr, Islam F;Alttaira, Amal;Benatiga, Sara A;Alteerah, Ilham A;Aldressi, Wafa;Elhwety, Marwa O;Kalifa, Mohamed Fathi;Glessa, Maram A;Abubaker, Taha;Shembesh, Hassan A;Alansari, Arowa;Alkaseek, Akram M;Abusannuga, Malek Mohamed;Alawami, Mohammed A;Elhajdawe, Fras Ammar;Benamwor, Aihab Salem;Aween, Husayn M;Kriem, Eslam;Al Islam Benjouira, Rayet;Shagour, Sana Moussa;Ali, Hajar Alamin;Awrayit, Ahmed I;Matoug, Salmin Ibrahim;Abdesalam, Rema Ibrahim;Ouakouak, Ikhlas M;Aldarraji, Ali H;Elmahdi, Ameerah Faraj;Mohamed, Zinelabedin;Khan, Samera M;Gerwash, Ahmed A;Aboubeirah, Mohammed Khayri;Drera, Nosaiba Jalal;Sinan, Marwa A;Abujrad, Ekram Abdulhamid;Biala, Marwa;Gidiem, Doaa A;Aljamal, Sarah A;Hamuda, Esmail M;Manhus, Hussamuddin Abusaa;Binnawara, Muhannud Hassan;Elhadi, Muhammed;Msherghi, Ahmed A;Ajala, Mohamed;Shetty, Nadia D;Kanna, Sanad S;Said, Mohamed H;Elghazal, Mohamed M;Alwarfalli, Moaz Mustafa;Alharari, Mohamed A;Etayeb, Eslam;Abozid, Anwaar M;Rdadi, Kariman;Alferis, Tariq;Ellojli, Ibrahim A;Abuhallalah, Muad F;Jahan, Alhadi M;Alhadi, Abdulmueti;dra, Mohammed Abdunaser;Abdalhamed, Nadia M;Saleh, Ismail A;Albakosh, Bashir Abobaker;Hasan, Najat Ben;Bin Wali, Salema S;Hasan, Hayat Ben;Yahya, Hana B;Ambrazevicius, Marijus;Samalavicius, Narimantas E;Venskutonis, Donatas;Dauksa, Albertas;Dambrauskas, Zilvinas;Gudaityte, Rita;Dulskas, Audrius;Januška, Gediminas;Strupas, Kestutis;Poskus, Tomas;Gulla, Aiste;Caruana, Rebecca;Patel, Parth K;Ong, Ernest CW;Ahmed, Sarfraz;Yusoff, Ahmad Ramzi;Abdullah, Bahiyah;Miswan, Mohd Fairudz Mohd;Wong, Sui-Weng;Jailani, Ruhi Fadzlyana;Hakim, Nor A;Tai, Hizami Amin;Yee, Lee Fei;Yahaya, Ahmad S;Fathi, Nik Q;Voon, Kelvin;Hung, Wei Pin;Noor, Ruzaimie;Salleh, Syahrul Anuar;Ismail, Muhamad Izwan;Huei, Tan Jih;Ramely, Rosnelifaizur bin;Zakaria, Andee Dzulkarnaen;Mohamad, Ikhwan Sani;Hashim, Mohd Nizam Md;MahboobAli, Mohamed Shafi;Ab Rahman, Norhafiza;Othman, Ahmad Faidzal;Sarif, Mat Salleh;Chai, Feng Yih;Liang, Lim See;Rahim, Razrim;Subramaniam, Sentilnathan;Mah, Jin-Jiun;Hayati, Firdaus;Ibrahim, Aini Fahriza;Kuan, Yew Chor;Mahendran, Hans A;Nazimi, Abd Jabar;Imran, Farrah Hani;Ramli, Roszalina;Din, Norshamsiah M;Fai, Tang Seng;Nabil, Syed;Bastion, Mae-Lynn C;Chik, Ian;Nah, Shireen A;Krishnasamy, Sivakumar;Roslani, April C;Koh, Peng Soon;Teoh, Li Ying;See, Mee-Hoong;Wong, WeiJin;Liew, Yew Toong;Fadzli, Ahmad N;Baig, Atif Amin;Chircop, Francesca;Chircop, Kurt Lee;Psaila, Josephine;Reyes, Guillermo Yanowsky-;Orozco-Perez, Jaime;Santana-Ortiz, Rafael;Peña-Balboa, Laura G;Trujillo-Ponce, Sergio A;Miranda, Raúl A;Lara, Luis A;Beristain-Hernandez, Jose-Luis;Cisneros, Juan Roberto Torres;López, Sonia;Arceo-Olaiz, Ricardo;Anaya, Ernesto;Ochoa C, Francisco J;Gutierreaz-Sougarret, Bernardo J;Soulé-Martínez, Christian E;Lupián-Angulo, Arianne I;Sanchez-Valdivieso, Enrique A;Noguez-Castillo, Mónica;Mellado, Dorihela Herappe;Núñez González, Roberto A;Ortega Jiménez, José A;Pérez-Navarro, José V;González-Ojeda, Alejandro;Barbosa-Camacho, Francisco J;Flores-Becerril, Paola;Esparza-Estrada, Isaac;Guzman-Barba, Jose A;Reyes-Elizalde, Emilio A;Bernal-Hernandez, Aldo;Ibarrola-Peña, Juan C;Moran-Galaviz, Ruben E;Pacheco-Vallejo, Luis R;Guzmán-Ramírez, Bertha G;Castillo-Cardiel, Guadalupe;RRamirez-González, Luis;Govea-Camacho, Luis H;Ramos-De La Medina, Antonio;Trejo-Avila, Mario;Sosa Duran, Erik E;Pinto Angulo, Victor M;Visag-Castillo, Victor;Soto-Carvajal, Angélica A;Izaguirre, Aldo F;Martinez-Mier, Gustavo;Miguelena, Luis Hernández;Hernandez, Edgard Efren Lozada;García, Francisco Cesar Becerra;Melchor-Ruan, Javier;Salgado-Nesme, Noel;Garay-Lechuga, Daniel;Vergara-Fernandez, Omar;Ambriz-González, Gabriela;Peón, Alberto N;Durán-Méndez, Alejandro;Ortega, Eduardo N;Pérez, Daniela;Salgado-Garza, Gustavo;Rodriguez, H Alejandro;Rojnoveanu, Gheorghe A;Vozian, Marin G;Gurghis, Radu I;Caraja, Petru;Erdene, Sarnai;Sandag, Erdene;Orsoo, Soyombo;Orgoi, Sergelen;Kinany, Asmae;Bakali, Youness;Aziz, Slaoui;Bijou, Walid;Guechati, Hasnae;Boualila, Lina;Othmane, Bouanani;Sefrioui, Taha I;El Azzouzi, Rajaa B;Oudrhiri, Mohammed Yassaad;Bechri, Hajar;Elkoundi, Abdelghafour;Souadka, Amine;Benkabbou, Amine;Majbar, Mohammed Anass;ElBahaoui, Nezha;Mohsine, Raouf;El Mohafide, Ghita;El Ahmadi, Brahim;Ghannam, Abdelilah;Belkhadir, Zakaria Houssain;Khatri, Anadi;Tripathi, Prashant;Bhusal, Subarna;Munakomi, Sunil;Bloemers, Frank W;Bakx, Roel;van Berge Henegouwen, Mark I;Gisbertz, Suzanne S;Goudsmit, Ben FJ;Leclercq, Wouter KG;Spaans, Louisa N;Harlaar, Niels J;Kruijff, Schelto;Sansoni, Gabriela A;Harlianto, Netanja I;Konsten, Joop L;den Boer, Frank C;Dekker, Nicole AM;Schweitzer, Donald;Chu, Michael JJ;Allen, Natalie;Wang, Jim Hsu-Shun;Lyons, Oliver;Carey, Fiona J;Wright, Deborah M;Lightfoot, Nicholas J;Oliver, Tiffany C;Wen, Daniel D;Singh, Vidit;Kieser, David C;Wilson, Nichola C;Varghese, Chris;Fagan, Paul V B;McGuinness, Matthew James;Harmston, Christopher;Gómez, Néstor Javier Pavón;Adamou, Harissou;Kirfi, Abdullahi M;Abdull, Dr Mohammed M;Adamu, Auwal;Liman, Haruna U;Umar, Bello Shahir;Adeyeye, Ademola;Ifoto, Oghenekaro S;Akinmade, Akinola;Musa, Keffi Mubarak;Oyelowo, Nasir;Tolani, Musliu Adetola;Sholadoye, Tunde Talib;Yakubu, Alfa;Ajagha, Okeoghene M;Fidelis, Lovely;Ogunsua, Oluseyi O;Daniyan, Muhammad;Ahmad, Jameel I;Garzali, Ibrahim U;Kurawa, Musbahu S;Mohammad, Mohammad A;Hassan, Sadiq;Muhammad, Saminu;Abdullah, Lawal B;Takai, Idris U;Aliyu, Mohammed S;Habib, Saudat G;Ahmad, Misbahu H;Aji, Sani A;Ajiya, Abdulrazak;Adumah, Collins C;Salami, Omotayo F;Mohammed-Durosinlorun, Amina;Kache, Stephen Akau;Taingson, Matthew C;Adze, Joel Amwe;Abiola, Olajide O;Olaogun, Julius G;Akinruli, Oluwatosin A;Abolanle, Philip O;Eze, Emmanuel I;Sale, Danjuma;Alayande, Barnabas T;Ekwunife, Christopher N;Okereke, Chukwuma E;Ekpemiro, Chinwendum U;Afolabi, Akinwale Ibrahim;Olubayo, Oluniyi O;Ige, Oluwasuyi E;Adebayo, Olaolu O;Adebanjo, Ademola T;Nwahiri, Ngozi;Okunlola, Abiodun Idowu;Babalola, Olakunle F;Ojo, Owolabi D;Dele, Ojo D;Adebara, Idowu;Orewole, Tesleem O;Abiola, Paul O;Henry, Abiyere O;Chukwu, Ifeanyichukwu M;Idowu, Olufemi E;Njokanma, Iloba G;Ayodele, Olabamidele A;Williams, Omolara M;Faboya, Omolara M;Olajide, Thomas Olagboyega;Salawu, Ahmed A;Ugwu, Aloy Okechukwu;Seyi-Olajide, Justina O;Ladipo-Ajayi, Oluwaseun A;Belie, Orimisan;Rabiu, Taopheeq B;Olaomi, Oluwole Olayemi;Okoye, Onyedika G;Arojuraye, Soliudeen A;Jones, Gbenga E;Ekwunife, Okechukwu H;Egwuonwu, Ochonma A;Emegoakor, Chiemelu D;Modekwe, Victor I;Ojo, Olugbenga O;Balogun, Simon A;Ajekwu, Temitope O;Omon, Henry E;Anele, Christopher O;Adesunkanmi, Abdulhafiz O;Ijarotimi, Omotade A;Komolafe, Edward O;Ajekwu, Samuel C;Adisa, Adewale O;Wuraola, Funmilola O;Olugbami, Adebayo M;Aderounmu, Adewale A;Allen, Olubukola O;Adeleke, Akeem A;Lawal, Adedayo O;Nana, Fayowole O;Fadare, Oluwatoyin O;Maigana, Mohammed;Ubom, Akaninyene E;Mohammed, Tajudeen O;Adeleye, Amos O;Baiyewu, Lateef A;Balogun, James A;Omigbodun, Akinyinka O;Aladelusi, Timothy O;Ugwu, Ebere O;Ogundoyin, Oluwole A;Michael, Afieharo I;Ogunrewo, Tolulope O;Ojediran, Oluwabukade T;Egbuchulem, Ifeanyichukwu K;Okoh, Nelson U;Ogundoyin, Olakayode O;Odeyemi, Olubunmi E;Eyitayo, James O;Olawoye, Olayinka A;Lawal, Taiwo A;Akinmoju, Olumide D;Abdus-Salam, Rukiyat A;Ezeme, Constantine;Williams, Shekinah Y;Oladiran, Ajibola B;Oladejo, Samuel T;Obadan, Izegaegbe O;Nwachukwu, Goodluck A;Ademola, Samuel A;Ulasi, Ikechukwu B;Ikwu, Chiedozie K A;Lawal, Folake B;Okere, Oghenekevwe E;Afolabi, Adefemi O;Abayomi, Olukayode O;Gbolahan, Olalere O;Fakoya, Adegbolahan J;Adeyemo, Adebolajo A;Ayodeji, Ogunkeyede S;Abdullahi, Habiba I;Sani, Samuel A;Garba, Stephen E;Sulaiman, Bilal;Olori, Samson;Akaba, Godwin O;Egbor, Esezobor P;Odai, Emeka D;Ezeanochie, Michael C;Irowa, Omorodion O;Agbonrofo, Peter I;Okhakhu, Amina L;Onyeagwara, Ngozi C;Nwashilli, Nnamdi J;Ezenwa, Ekene V;Echieh, Chidiebere Peter;Raji, Hadijat O;Bello, Jibril O;Nasir, Abdulrasheed A;Abdur-Rahman, Lukman O;Popoola, Ademola A;Kumolalo, Felix O;Ezomike, Uchechukwu O;Onyemaechi, Ndubuisi O;Akanni, Bolaji A;Enemuo, Vincent Chidi;Nwafor, Ikechukwu A;Nnadozie, Ugochukwu U;Ugwu, Aloy Okechukwu;Ogu, Rosemary N;Ikimalo, John I;Okonta, Kelechi E;Buowari, Dabota Y;Augestad, Knut Magne;Banipal, Gurpreet Singh;Massoud, John;Al Ismaili, Amur;Al Balushi, Zainab Nasser;Alward, Mustafa M;Al Sabti, Hilal A;Al-Mujaini, Abdullah S;Ghosh, Dhruva Nath;Ali, Farman;Dawud, Bashar A;AlSibai, Sareyah;Martins, Russell S;Vohra, Lubna M;Muhammad, Shoaib;Sarfraz, Azza;Siddiqui, M Tayyab H;Pervaiz, Arsalan;Abidi, Sakina S;Thada, Pawan K;Aleem, Sidra;Choudhry, Saud J;Yaqoob, Eesha;Kerawala, Asad A;Chaudhary, Muhammad H;Chaudhary, Muhmmad A;Ali, Mujahid Z;Mazhar, Imran;Khalid, Omer B;Kausar, Nabila;Khokhar, Muhammad I;Nawaz, Allah;Malik, Muhammad U;Butt, Adam U A;Rehman, Abdur;Ghufran, Muhammad A;Rai, Lajpat;Qureshi, Sajida;Saeed, Summaya;Maqsood, Aafia;Samo, Khursheed A;Sarfraz, Zouina;Jamil, Manahil;Javed, Saad;Khan, Tayyab M;Khan, Muhammad S;Khalid, Areeb;Khan, Shahzad A;Javed, Ayesha;Khan, Muhammad M;Zaki, Faiqa;Malik, Sajid;Manzoor, Shahneela;Anwer, Mariyah;Mabood, Waleed;Aaghar, Mohammad S;Mehmood, Qasim;Waqar, Hassan;Janjua, Azwa;Manzoor, Sobia;Khan, Ehsan A;Murtaza, Sajeela;Anjum, Muhammad A;Farooq, Muhammad S;Munir, Muhammad K;Akhtar, Muhammad S;Bukhari, Syed I;Rehman, Shams U;Shah, Faaiz A;Malik, Awais A;Syed, Shamail A;Saqib, Imad-ud-din;Mushtaq, Hassan;Mahesar, Kashif Z;Tariq, Muhammad;Ali, Aun;Sayyed, Raza;Ahmad, Asrar;Maria, Noor U H;Iqbal, Ayesha;Rehman, Abdul;Qureshi, Ahmad U;Butt, Usman I;Islam, Adeel;Danish, Rana;Waqas, Ammar;Javed, Munaza A;Zahra, Dur-e;Ali, Saqib;Majid, Haroon J;Irshad, Ahsan;Naseer, Muhammad A;Nasir, Irfan I;Bangash, Ali H;Altaf, Humera N;Bukhari, Syed M A;Ali, Jehangir F;Asif, Muhammad;Niazi, Samiullah K;Tahir, Warda;Aziz, Muhammad U;Talat, Nabila;Khaliq, Tanwir;Irshad, Abeer;Ahsan, Muhammad F;Waqar, Shahzad H;Mustafa, Fatima;Banat, Mohamad A;Albaradiyyah, Baha G;Shahin, Farah Bilal;Abu-Arish, Hamdoon;Misk, Rami A;Titi, Rawand;Abuzaina, Khalil N;Awad, Bashar Y;Awad, Mohammad Y;Aljunaidi, Roa'a M;Hasani, Asala Khalil;Pujee, Bushra K;Jibreel, Malak Y;Abusabha, Orwa M;Abusabha, Saja E;Eid, Haneen I;Wishah, Abdalqader A K;AbuJlambo, Abdallah Ibrahim;Darweesh, Mahran Daowd;Shehada, Ameer kh;Altallaa, Mohammed I;Hilles, Momin M Y;Alwali, Abdallah M;Elejla, Sewar A;Aljuba, Ayat A;Manasra, Mahmood R;Awad, Hadeel I;Karkour, Sajeda y;Shawabka, Amal M;AbuIrayyeh, Bara M;Mousa, Omar A;Amro, Sarah;Aburayyan, Fatima I;Alzughayyar, Tareq Z;Zalloum, Jihad S;Abu-Arish, Hamdoon J;Hussien-Al-Ali, Fida K;Asafrah, Tamer S;Jabari, Sami D;Heih, Omar Q;Muhtaseb, Rahaf Haitham;Jibreel, Malak Y;Hasani, Asala K;Alsarahna, Omar Khaled;Alwali, Abdelrahman M;Albelbeisi, Ahmed Hassan;Abu Jayyab, Mustafa A;Salloum, Omar H;Yangüez, Adalberto;Beron, Reinaldo Isaacs;Hurtado, Mariela G;Gomez, Hugo A;Corrales, Fanny;Matsumura, Kiichiro;Arévalo, Alejandro;Martínez, María José;Pedrozo, Brayan D;Sánchez, Rosa I;Añazco, Dulce;Chavez, Cristian;Sisa, Cesar G;Segovia-Lohse, Herald R;Segovia-Lohse, Helmut A;Santacruz, Eduardo R;Leiva, Alejandro G;Cano, Cesar A;Lozano, Christian M;Borda-Luque, Giuliano;Torres-Gomez, Lucero;Arones, Ricardo;Cubas, W Samir;Shiraishi-Zapata, Carlos J;Mendiola, Gian C;Sánchez, Joel J;Berrospi, Francisco E;Falcon, Glenda M;Moreno, Amabelle A;Nacion, Aeris Jane D;Roxas, Alberto B;Turingan, Hazel Z;Lapitan, Marie Carmela M;Lukban, Claudine Rosario B;Sacdalan, Marie Dione P;Salud, Jose Antonio M;Reyes, Jeryl Anne S R;Castro, Marinelle M;Rivera, Ron Daniel;Choudry, Maymona J;Salvador, Noruel Gerard A;Szyluk, Karol;Bobiński, Marcin;Rasoul-Pelińska, Karolina;Major, Piotr;Rymarowicz, Justyna;Miotla, Pawel;Futyma, Konrad;Walędziak, Maciej;Reis, Sofia G;Oliveira, João T;Santos, Marisa D;Rocha-Neves, João;Pereira-Neves, António;Gomes, Fabio;Nogueiro, Jorge P M;Rodrigues, Sara Castanheira;Santos, Pedro C;de Araújo Pereira, André;Barbosa-Breda, Joao;Monteiro, Diogo D;Duarte-Gamas, Luís;Nóbrega, Leandro;Dias, Lara R;Ramos, Carlota;Branquinho, Rita G;Cunha, Miguel F;Silva, Nelson J;Deus, Ana Claudia M;Serralheiro, Pedro Azevedo;Soares, Ana P;Henriques, Susana A;Botelho, Pedro;Cismasiu, Brigitta;Barreira, Ana L;Romero, Miguel Ángel Fernández;Santos-Costa, Paulo;Costeira, Cristina;Carvas, João M;Omran, Fayez Mohamed Bin;Latif, Ejaz A;Toffaha, Ali T;Sameer, Mohammad;Qabbani, Amjad S;Elmelliti, Hussam E;El Baba, Hamzah;Khalifa, Mohamed T;Badran, Saif;Ghali, Mohamed Said;Konjanoska, Maja;Kavain, Snezhana B;Kuzmanovska, Biljana;Lleshi, Albert;Kokareva, Anita;Kiprijanovska, Biljana T;Trajkovska, Vanja;Nicevska, Marta T;Gavrilovska-Brzanov, Aleksandra;Burmuzoska, Marjana;Davitkovska, Tatjana;Jakimovski, Aleksandra;Kostovski, Filip;Eftimova, Biljana;Trpeski, Simon;Korunoska-Merdjanoski, Biljana R;Shuntov, Blagoj T;Filipce, Venko;Rendevski, Vladimir;Fileva, Anita;Risteski, Toni;Pejkova, Sofija;Georgieva, Gordana;Srbov, Blagoja;Nikolovska, Bisera;Sotir, Stavridis A;Kasapinova, Katerina;Florian, Ioan Alexandru;Drasovean, Radu;Muresan, Mihai-Stefan MA;Grama, Florin;Chitul, Andrei;Bezede, Cosmin;Ciofic, Emilica;Cristian, Daniel;Toma, Elena Adelina;Calu, Valentin;Miron, Adrian;Enciu, Octavian;Negoi, Ionut;Diaconescu, Ionut Bogdan;Stoica, Bogdan;Stefan, Mihai G;Valeanu, Liana;Radulescu, Raluca Bievel;Bacalbasa, Nicolae Gh;Motas, Natalia;Iliescu, Madalina C;Manolache, Veronica;Davidescu, Mihnea;Serban, Andreea-Madalina;Ionescu, Sebastian N;Bonci, Eduard-Alexandru;Pasca, Andrei;Coman, Roxana A;Vlad, Ioan-Catalin;Lunca, Sorinel;Musina, Ana-Maria;Velenciuc, Natalia;Dimofte, Gabriel;Ginghina, Octav;Mirica, Radu;Iosifescu, Razvan;Vacarasu, Andrei B;Mardare, Mara;Spanu, Andrada;Makkai-Popa, Silviu-Tiberiu;Porumb, Vlad V;Mogoanta, Stelian S;Zarnescu, Narcis O;Costea, Radu V;Zarnescu, Eugenia C;Kaldarov, Ayrat;Kaleda, Vasily I;Kremenchugskaya, Tatiana A;Efetov, Sergey K;Balaban, Vladimir V;Litvin, Andrey;Burlov, Nikita N;Khrykov, Gleb;Butyrskii, Aleksandr G;Dzhumabaev, Khasan E;Pravosudov, Igor V;Ermolaev, Pavel A;Bedzhanyan, Arkady L;Frolova, Yulia V;Kudryavcev, Yurii;Kim, Konstantin;Mikhaylova, Tatyana;Ten, Vyacheslav;Yanishev, Alexey;Novikova, Anastasia;Pavlov, Rostislav;Kim, Gleb;Shmatov, Dmitry;Stolyarov, Maxim;Drozdov, Evgeniy S;Chavkin, Petr Mikhailovich;Gachabayov, Mahir;Niyongombwa, Irénée;Bennett, Stephen P;Mpirimbanyi, Christophe;Katabogama, Jean Bosco;Dieudonne, Hirwa Aime;Costas-Chavarri, Ainhoa;Byiringiro, Fidele;Muneza, Eugene;Liliane, Nzabamwita;Olivier, Kubwimana;Muneza, Severien;Lai, Lee-Min;Ali, Alshahrani Mushabab;Baradwan, Saeed;Alam, Mohammad K;Alzerwi, Nasser A N;Hussain, Arif;Bakhsh, Umar Rahim;Alkhayal, Abdullah;Alnasser, Mohammed H;Rajendram, Rajkumar;Syed, Yadullah;Dagestani, Hattan F;Eissa, Abdullah T;Al Suwailem, Munira A;Farsi, Ali H;Farsi, Deema;Malibary, Nadim;Altaf, Abdulmalik;Basendowah, Mohammed;Baeesa, Saleh S;Akeel, Nouf Y;Trabulsi, Nora Hatem;Bahakim, Abdullah M;Bajunaid, Khalid;Bangash, Mohammed H;Alharthi, Mohammed;Aljiffry, Murad;Sabbagh, Abdulrahman J;Bustangi, Nasir M;Altuwayjiri, Basmah S;Alhaddad, Amani m;Ghunaim, Mohammed A;Samkari, Ali A;Elzain, Mohammed A;AlAmeer, Ahmed Y;Bawa, Dauda;Ghunaim, Hadeel A;Ghunaim, Abdulrhman A;Mousa, Hind Waleen M;Almulhim, Abdulrhman Saleh;Alshammari, Abdulaziz M;Abuzaid, Mohammed;Al Absi, Emad J;Al Duhileb, Mohammed Abdulrazzaq;Duhileb, Al;Almana, Nora E;Alzahir, Ali A;Aldulaijan, Fozan Abdulqader;Madkhali, Tariq;Alshammari, Turki F;Almatar, Bikheet Moh;Ghazwani, Salman Mufareh;Hamid, Amal A;Ghedan, Soliman F;Alhefdhi, Amal;Alomar, Osama;Al-Badawi, Ismail;Salem, Hani;Abu-Zaid, Ahmed;Nazer, Ahmed;Alnemare, Ahmad K;Rayzah, Musaed F;Alzahrani, Ahmed M;Alqahtani, Saad M;Hasson Alnajjar, Anas A;Alyami, Mohammad;Elawad, Amar Faisal;Alqannas, Mashhour H;Cortes-Guiral, Delia;Alalawi, Yousef S;Alayed, Ahmad S;Alishi, Youssef A;Chowdhury, Sharfuddin;Almannie, Raed;Nouh, Thamer;AlAli, Mohammed N;Almalki, Ahmad M;Ahmed, Kaleem;Kattan, Abdullah E;Ayoub, Abdu Hasan;Al-Kharashi, Eyad I;Aljaber, Fahad Khalid;Alghamdi, Abdullah H;Al Hasan, Ibrahim;Badahdah, Fatima Ahmed;Al Faifi, Jubran J;Albarrak, Abdullah A;Niasse, Abdou;Ndong, Abdourahmane;Slijepcevic, Nikola;Paunovic, Ivan;Zivaljevic, Vladan;Kmezic, Stefan;Sekulic, Aleksandar M;Jelenkovic, Jelenko R;Dimitrijevic, Ivan B;Barisic, Goran I;Miladinov, Marko M;Grubac, Zeljko Z;Tadic, Boris S;Grubor, Nikola;Pavlovic, Ivana;Reljic, Milorad;Mitrovic, Milica D;Micic, Dusan;Loncar, Zlatibor;Gregoric, Pavle;Karanikolic, Aleksandar;Perovic, Milan D;Jelovac, Drago;Ilic, Rosanda V;Miljković, Aleksandar D;Bogdanovic, Ivan;Jotic, Ana D;Davidovic, Lazar;Bumbasirevic, Uros;Prijović, Nebojša J;Santric, Veljko;Stankovic, Branko M;Stevanovic, Dejan D;Lazic, Aleksandar V;Mitrovic, Nebojsa D;Zivkovic, Dragana D;Markovic, Ivan Z;Buta, Marko N;Goran, Merima R;Radovanovic, Dragana R;Radovanovic, Zoran;Zahorjanski, Sanja;Protic, Aleksandar Djermanovic Mladjan;Kresoja-Ignjatović, Milana;Djurić, Mladen;Lazovic, Mikan R;Ducic, Sinisa V;Kovacevic, Bojan M;Bojicic, Jovana M;Juloski, Jovan T;Krdzic, Igor;Milutinovic, Vladan Z;Mok, Chi Wei;Dimatatac, Doris Mae;Tan, Ker-Kan;Lieske, Bettina;Lin, Shuxun;Oh, Han Boon;Ngaserin, Sabrina;Koh, Frederick H;Leong, Faith Qi Hui;Kabir, Tousif;Leow, Jeffrey J;Tan, Ming Ngan Aloysius;Ang, Wei-Wen;Shelat, Vishal G;MorochoviÄ, Radoslav;šimko, Kristián;Czako, Ladislav;Gális, Branislav;Vavro, Michal;Dvoranová, Bronislava;Soviš, Marek;Vidová, Ivana;Rems, Miran;Kosir, Jurij A;Tomazic, Ales;Grosek, Jan;Bozic, Tajda Kosir;Hersi, Ismail M;Ali, Abdifatah D;Aidid, Abdisamad A;Farah, Abas A;sh Ahmed, Asma M;Lack, Vered;Fourtounas, Maria;Kloppers, Christo;Almgla, Naser;Panieri, Eugenio;Malherbe, Francois;Hardcastle, Timothy C;Swart, Reinier;Noel, Colin B;Malan, Asha Franciska;Nel, Corné PG;Lugo, Carolina;Lagares, Alfonso;Ojeda-Thies, Cristina;García-Señoráns, Marta Paniagua;Vigorita, Vincenzo;Fernández, Laura Rodríguez;Cano-Valderrama, Oscar;Salido, Andrea Jiménez;Gonzalez, Luis Angel Suarez;Suarez, Sara Busto;Hevia, Mateo;de Arriba Alonso, Mario;Villar, Teresa Renedo;González, Isabel Valentín-Gamazo;Trebol, Jacobo;Mayo-Yáñez, Miguel;López, Cristina Barrena;Mozo, Ana Sánchez;Arencibia, Octavio;Garcia-Cano, Daniel Gonzalez;Viana, Leticia Gómez;Paniagua, Ladislao Cayetano;Martinez-Perez, Carolina;Abellán, Antonio Melero;Romero, Carolina S;Catalá, Juan C;Núñez-García, Bernardo;Gaibar, Antonio Gimenez;García, Natalia Álvarez;Muñoz Vives, Josep M;Calero-Lillo, Aránzazu;Villacampa, José M;Domínguez-Prieto, Víctor;Carneros, Virginia Jiménez;Alonso-Lamberti, Laura;Manuel-Vazquez, Alba;Rubio, Ainhoa Valle;Domenech, Julio;Miranda, Ignacio;Chrzanowska, Hanna Perez;Marquez, Lucila;Baduell, Albert;Balaguer-Castro, Mariano;Carrasco, Pilar Camacho;Vallejo, Marina Cámara;Bitterling, Borja Campuzano;Carreras-Castañer, Anna;Claret, Guillem;Cuesta-González, Francisco J;Di Somma, Alberto;Nora, Joaquim Enseñat;Fabregas, Neus;Fuertes, Ada Ferrer;Ferrés, Abel;Ginesta, Cesar;Gonzalez Sanchez, Jose J;Gracia, Isabel;Hoyos Castro, Jhon A;Jornet-Gibert, Montsant;Morales, Xavier;Mosteiro-Cadaval, Alejandra;Pedrosa, Leire;Carrizo, José Poblete;Renau-Cerrillo, Marina;Reyes Figueroa, Luis A;Ramos, Pedro Roldan;Arboix, Jordi Rumià;Sabater-Martos, Marta;Sieira-Gil, Ramon;Topczewski, Thomaz E;Torales, Jorge;Torné, Ramon;Torner, Pere;Turrado-Rodriguez, Victor;Valero, Ricard;Vives-Barquiel, Marian;Campanales, Marta Suñer;Aguilar, Raúl Jiménez;Bravo, Adriana;Giles, Sergio;Barreda, Daniel Martín;Ferrer, Marc;López, Lorena Gómez;Peraza Godoy, Maria F;Muncunill, Roger Pujol;Medina, David Gutierrez;Postnikov, Yury;Petralanda, Alfonso Alías;Monfort-Mira, Montserrat;Carreras-Castañer, Xavier;Ramirez, Luis J;Torroella-Vallejo, Alba;de Lacy, Borja;Pigrau, Clara Chimeno;Diez, Eloy García;Pagès, Carles Martí;Sobrino, Rocío Gallego;Vargas, Caribay;Segura Nebot, Érica A;Narvaez, Jesús D;Ares, Oscar;Zumbado, Alonso;Madariaga, Salvador E;Llompart Coll, Maria M;Iñiguez, Leticia Torres;González, Carolina;Gómez, Justo;Dominguez, Paula;Montoya, Carolina;Balart, Mariona;Pino, Miguel del;Lillo, Oscar García;Ostilla, Ricardo;Palomino-Chulla, Saúl;López-Baamonde, Manuel;Burgos-Blasco, Barbara;Dziakova, Jana;de Alarcon, Jaime Rodriguez;Vidal-Villegas, Beatriz;Cristóbal, Ignacio;Martinez-de-la-Casa, Jose M;Badenes, Rafael;Moro-Valdezate, David;Andrés-Asenjo, Beatriz De;Bustamante-Munguira, Juan;Aguado, Héctor J;Ruiz-Lopez, Nuria;Pereda-Manso, Adela;Carrascal, Yolanda;González, María Bragado;Álvarez, Elvira Mateos;Cuadrado, Juan Berrocal;Valladares, Sergio Chávez;Méndez, Bárbara Segura;Simon-Perez, Clarisa;Garcia-Virto, Virginia;Alvarez-Ramos, Begoña A;Cervera, M Carmen;Plata, María;Zabalza, Ana;Labrador Hernández, Gregorio de J;Trujillo-Díaz, Jeancarlos;Arribas, Dolores;Vitiello, Giulia;Sánchez-Cabús, Santiago;Llaquet-Bayo, Heura;Martin-Villares, Cristina;Minaya-Bravo, Ana;Medina, Manuel;Gonzalez, Enrique;Sánchez-Gollarte, Ana;Perez, Armando Galvan;Marín, Miguel Ruiz;Bobadilla Romero, Emny R;Prats, Milagros Carrasco;Giménez-Francés, Clara;Gonzalez, Rebeca;Arroyo-Domingo, Marta M;Marínez-Alonso, Jesús A;Maquilón, Alejandra Jara;Guillamon-Vivancos, Laura;Camarena, Ana Isabel Avellaneda;Capitan, Alfonso;Rodriguez, Enrique Viviente;Marco-Garrido, Alfonso;Golet, Marta Roldón;Estaire-Gómez, Mercedes;Calvo, Francisco Javier Redondo;Sánchez-Guillén, Luis;Soler-Silva, Álvaro;Mateo-Sierra, Olga;Quintana-Villamandos, Begoña;Tousidonis, Manuel;Marin, Florencio M;Garcia, Pablo Rodriguez;Freiria Eiras, Miguel A;Vallve-Bernal, Marc;Bleda, Silvia;De Haro, Joaquin;Troncoso, Paula;Martín del Olmo, Juan C;Gómez-López, Juan R;Domínguez, Melody García;Morales-Puebla, Jose M;López-García, Isabel;Escartin, Jorge;El-Abur, Issa Talal;Aguilera, David García;Martin-Sole, Oriol;Pérez-Bertólez, Sonia;de Haro Jorge, Irene;Corres, Oscar Izquierdo;Mora-Guzmán, Ismael;Oliver Guillen, Jose R;de-Fernandez, Alina Lopez;San-Jose, Beatriz Fernandez-Velilla;Bergkvist, David Julià;Ruiz-Villa, Laura;Marín, Eduardo González;Melero, Alba Vázquez;Varela, Lorena;Calvo, Mikel Prieto;Ateca, Ibabe Villalabeitia;Perfecto, Arkaitz;Carnicero, Patricia Alonso;Aranda, Elena;Martin-Playa, Patricia;Elizalde, Leire Aparicio;Galvañ, Yaiza;Plata-Bello, Julio;Fernández-Fernández, June;Rahy-Martín, Aida C;Rosas-Bermúdez, Clara;Pelloni, Maria;Di Martino, Marcello;Pendolero, Jorge Prada;Pérez, David Díaz;Losada, Manuel;García-Conde, María;Diéguez, Beatriz;Hernandez-Garcia, Miguel;Vidal, Francisco Ripoll;Zabaleta, Jon;Barrueco, Alvaro Sánchez;Beltran-Miranda, Pablo;Morales-Puebla, Jose M;Guevara-Martínez, Jenny;Arteaga Asensio, Pablo C;Saudí, Sef;Jariod-Ferrer, Ursula M;Duque-Mallén, Maria V;Dobon, Miguel A;Gracia-Roche, Carlos;Mendoza-Moreno, Fernando;Palacios, Nelson Morales;Diez-Alonso, Manuel;Matías-García, Belen;Diego, Lucía;Blázquez-Martin, Alma;Burgos-Blasco, Patricia;Ramos, Diego;Berna-Rico, Emilio;Ley, Luis;Sánchez-Fernández, Fátima;Río-Arroyo, Laura Del;Barberá, Rafael;Sánchez, Alberto Cabañero;Barranquero, Alberto G;Montes-Jovellar, Lourdes;Tejero-Pintor, Francisco J;Estévez, Javier Mata;Colás-Ruiz, Enrique;Gomez-Perez, Beatriz;Moya-Angeler, Joaquin;Delegido, Ana;Vázquez, Pedro José Gil;Alconchel, Felipe;León-Muñoz, Vicente J;López, Tatiana Nicolás;Pintor-Tortolero, Jose;Tallon-Aguilar, Luis;Dios-Barbeito, Sandra;Capitán, Luis C;Gomez-Rosado, Juan-Carlos;Capitán-Morales, Luis C;Landaluce-Olavarria, Aitor;Ripollés-Melchor, Javier;Abad-Motos, Ane;Sáez-Ruiz, Elena;Ruiz-de-la-Hermosa, Alicia;Perez-Ferrer, Antonio;Moriche-Carretero, Manuel;Revilla-Amores, Remedios;de Colsa, Daniel Serralta;Alcaide, Benito;Martín-Láez, Rubén;Cano-Trigueros, Emiliano;Soria-Aledo, Víctor;Aguado, Nuria;Segura-Sampedro, Juan J;González-Suárez, Susana;Espinosa-Bravo, Martin;Nuñez, Jorge H;Vilallonga, Ramon;Gil-Moreno, Antonio;Gil-Sala, Daniel;Espin-Basany, Eloy;Blanco-Colino, Ruth;Lopez, Manuel;Micó, Jacob Motos;Basnayake, Oshan;Jayarajah, Umesh;Wijekoon, Naveen S;Jayawardane, Indu A;Subasinghe, Duminda;Seneviratne, Sanjeewa A;Wickramasinghe, Dakshitha P;Chandrasinghe, Pramodh;PBThalgaspitiya, Sujeewa;Jayathilake, Anuradha B;Wijenayake, Wasantha;Omer, Israa A;Mustafa, Eman Elsadig;Abdallah, AlQasim Mohammed Ahmed;Ali, Ali A;El Hunjul, Ghalib N;Mukhtar, Deema Mohamedfagir Osman;Hussein, Mustafa Mohamed Ali;Shogar, Abdoalsalam;Abdallah, Muneeb E;Shaar, Abdalkader;shaar, Mohamed Nafea;kora, Mohamad khaled;Muhmmed, Khadija Ala;Sarih, Monira Mohammed;Omer, Mohammed E A;Idris, Moyasar A;Osman, Osama S;Alawad, Elharith MA;Ebad, Mustafa Abdalla Bakhit;Ibrahim, Ahmed M;Abass, Khider Altayeb Bakheet;Nour, Alshareef Bakri Yousif Mohamed;Hamid, Hytham K S;Ahmed, Khabab Abbasher Hussien Mohamed;Ibrahim, Mohja Elsheikh Obeid;Yassin, Abubaker M;Abdelrahman, Salma Esam Mohamed Elhassan;Alnaser, Adnan Ayman;Taha, Tarig M;Adam, Mohammed E A E;AAhmed, Abdelkareem;Ebad, Mustafa Abdalla bakhit;Saadelnour, Mohammed Ahmed Idrees;Adlan, Ali Mohamed Ahmed;Ismail, Azzain;Alkhalifa, Elmustafa;Abdalaal, Ibrahim Ali Mohamed;Fadalla, Tarig;Ibrahim, Mohamed Yahia;Hamdoun Aziz, Elaf A;Mohammed, Muhsin Mohammed E A;Mohamed, Tasneem A;Alhag, Ali Alsaeed Ali;Mohamed, Rayan Ibrahim Hamid;Hamza, Salih Boushra;Ali, Mohamed Abdelazim Mohamed;Ahmed, Nidal Youseef A A;Alhag, Albrra Alhag Mohamed;Saleh, Mahmoud;Alkhalifa, Elmustafa;Jawad, Monir;Thorell, Anders;Segelman, Josefin;Hultgren, Rebecka;Elbe, Peter;Chew, Michelle S;Mohseni, Shahin;Buchwald, Pamela;Älgå, Andreas;Sandblom, Gabriel;Nordberg, Martin;Sund, Malin;Rutegård, Martin;Nikberg, Maziar;Mongelli, Francesco;Di Giuseppe, Matteo;Papadia, Andrea;Gasparri, Maria Luisa;Antonilli, Morena;Popeskou, Sotirios-Georgios;Colucci, Nicola;Gialamas, Eleftherios;Dwidar, Oliver;Sauvain, Marc-Olivier;Maurus, Christine F;Kocher, Gregor J;Widmer, Lukas W;Mueller, Simon A;Giger, Roland;Hool, Sara-Lynn;Adamina, Michel;Peros, Georgios;Misirlic, Merima;Bächler, T;Schöni, Daniel;Taha, Anas;Gass, Jörn-Markus;Giesen, Thomas;Gero, Daniel;Däster, Silvio;Soysal, Savas D;Taha-Mehlitz, Stephanie;Tampakis, Athanasios;Hess, Gabriel F;Nocera, Fabio;Kollmar, Otto;Bolli, Martin;Mohammad, Mazen A;Bakdash, Anas M;Aljasem, Ramez KH;Rahhal, Amer A;Shareeda, Mohamad A;Nyno, Anas O;kahawati, Mahran Adnan;Yassien, Bassiel Alchiekh;Alsaid, Bayan;Bnayan, Reham M;Kouz, Basel S;Takahji, Mohammad Eyad;Hasan, Zein Fouad;Abduljalil, Aalaa;MAlhalabi, Nawras;Al Jammal, Mohamad Basher A;Alia, Diana N;Homsi, Muhannad;Masri, Joseph;Masri, Ruqaya J;Toutounji, Tayf;Al Aliwy, Marwan;Kabbani, Nasrullah;Kadoura, Lama;Sultan, Dana;Kassem, Luma Haj;Al-Naeb, Houmam Mohamad;Al-Hajjaj, Maher M;Alkhaleel, Wael;Swed, Sarya;Naal, Mohammad Yusuf;Tfankji, Salim;Almohammed, Mohammad Husein Rajab;Nabhan, Mohammad Hassan;Al-Mouakeh, Ahmad;Najjar, Mahfoud M;Alhashash, Ahmad;Ghazal, Ahmad;Alchallah, Mhd Obai;Alolabi, Homam;ElHomsi, Muhammad Omar;Rayes, Omar;Ezzdean, Weaam K;Naem, Antoine;Al-Houssami, Salma MHD Mazen;Gawrieh, Bardisan S;Hamdan, Alaa;Hassan, Naya Talal;Hammed, Ali M;Elias, Elias George;Ahmad, Aline Ali;Knifaty, Mohammed Amr;Moussa, Ahmed M;Yabasin, Iddrisu Baba;Roan, Jun-Neng;Shih, Chao-Jung;Chen, Po Chuan;Lohsiriwat, Varut;Phupong, Vorapong;Techapongsatorn, Suphakarn;Lalchan, Avery M;Charles, Shane;Rim, Bouchahda;Bouhani, Malek;Ghalleb, Montassar;Chamakhi, Amine;Sebai, Amine;dahman, Nesrine Ben hadj;Ammar, Houssem;Said, Mohamed Amine;Kechiche, Nahla;Aghayeva, Afag;Dülgeroğlu, Onur;Ozben, Volkan;Aytac, Erman;Atasoy, Deniz;Arikan, Akif Enes;Kara, Halil;Dogan, Nasuh U;Bostanci, Asli;Turhan, Murat;Ozkan, Ozlenen;Dumlu, Ersin G;Menekşe, Ebru;Oter, Volkan;Piskin, Erol;Hasirci, Ismail;Colakoglu, Muhammet Kadri;Bostanci, Erdal Birol;Ozgun, Yigit Mehmet;Girgin, Behic;Erel, Serap;Demirel, Sibel;Yanik, Özge;Gecim, Ibrahim Ethem;Koc, Mehmet Ali;Akyol, Cihangir;Güner, Volkan;Konca, Can;Batioğlu, Figen;Hakseven, Musluh;Toptas, Tayfun;Aydin, Yener;Ulas, Ali B;Ince, Ilker;Altinel, Yuksel;Demirgan, Serdar;Meric, Serhat;Sevdi, Mehmet Salih;Ercetin, Candas;Ferahman, Sina;Aydin, Husnu;Dural, Ahmet Cem;Sahbaz, Nuri A;Yalkin, Omer;Sen, Murat;Isik, Ozgen;Yilmazlar, Ahmet Tuncay;Bisgin, Tayfun;Yigit, Banu;Isik, Arda;Leventoglu, Sezai;bayhan, Hüseyin;Buldanli, Mehmet Z;Gultekin, Murat;Cennet, Omer;Unal, Ertekin U;Çakici, Mehmet Çağlar;Iplikci, Ayberk;Yildirim, Asif;Ozgur, Ilker;Sen, Comert;Dincer, Muserref B;Erginöz, Ergin;Sanli, Ahmet Necati;Turna, Akif;Askar, Ahmet;Uludağ, Server Sezgin;Guldogan, Cem E;Ozmen, Mehmet M;Bozkurt, Mehmet A;özcan, Adem;Kara, Yasin;Kocataş, Ali;Guner, Ali;Sari, Ramazan;Memisoglu, Ecem;Saracoglu, Kemal T;Tosun, Yasin;Çetin, Kenan;Kalafat, Erkan;Taskiran, Cagatay;Vatansever, Dogan;Giray, Burak;Tatar, Ozan C;Köksal, Hande;Özkent, Mehmet Serkan;Ulutaş, Mehmet E;Hamarat, Mustafa B;Coskun, Bora;Abbasov, Aykhan;Altinsoy, Ezgi;Uprak, Tevfik Kivilcim;Saracoglu, Ayten;Ugurlu, M Umit;Kose, Emin;Ozgen, Utku;Sungurtekin, Ugur;Gonullu, Emre;Bayhan, Zulfu;Akin, Emrah;Mantoglu, Baris;Colak, Elif;Kucuk, Gultekin Ozan;Yuksel, Cemil;Aydin, Ferit;Dogan, Lutfi;Culcu, Serdar;Tufan, Aydin Eray;Citgez, Bulent;Akpinar, Göksever;Köksoy, Ülkü C;Ulgur, Hanife Seyda;Kalin, Murat;Ozkan, Omer Faruk;Yildirak, Muhammed Kadir;Atici, Semra Demirli;Salimoğlu, Semra;Abud, Burcin;Calik, Bulent;Kamer, Erdinc;Kebabci, Eyup;Uylas, Ufuk;Teker, Kenan;Cakmak, Guldeniz Karadeniz;Gultekin, Fatma Ayca;Xaviour, Okedi Francis;Isaac, Otolia;Gaston, Turinawe;Asiimwe, Daniel;Vahwere, Bienfait Mumbere;Sikakulya, Franck Katembo;Lule, Herman;Lugobe, Henry Mark;Lekuya, Hervé Monka;Namugenyi, Christine;Kiweewa, Ronald;Bosco, Muhangi;Yovenko, Ihor;Kopetskyi, Viacheslav;Maksymenko, Bogdan;Alshryda, Sattar;Khan, Sabina A;Padvi, Amit Vasantrao;Serour, Mohamed A;Beigh, Shamim Ahmad;Elsayed, Hisham M;Mohamed, Awadelkarim O;Basappanavar, Vikram Somashekhar;Al-Wandi, Amna S;Khalil, Kareem S;Younis, Muhammad Umar;Al Saadi, Hayder S Abdulhadi;Heidan, Ginan K;Trehan, Ravi K;Davies, Justin;Ashcroft, James;Stewart, Grant D;Georgiades, Fanourios;Durrani, Amer J;Price, Stephen J;Wong, Kai Yuen;Agrawal, Amit;Seah, Matthew KT;Saad, Marwa M E;Segaren, Nicholas;Ghobrial, Marios;Balakrishnan, Anita;Forouhi, Parto;Khan, Wasim S;Wheeler, James;Schache, Andrew G;Katsikostas, Dimitrios P;Angelou, Dimitrios;Fell, Adam J;Madani, Rana;Dindyal, Shiva;Seraj, Shaikh S;Sharavanan, Premalatha;Iqbal, Muhammad R;Wong, Nicholas J;Lo, William B;Soon, Wai C;Hammouche, Dalia;Lee, Jonathan DE;Pachl, Max J;Alexander, Dinesh;Ahmad, Shoaib;Morley, Hannah L;Selwyn, David;Wareing, Jonathan;Oktseloglou, Vlasios;Bobak, Peter;Rampersad, Lisa S;Mohamed, Mazin;Kaur, Mandeep;Athanasiou, Antonios;Martin, Benjamin P;Jichi, Tarik S;Batchelor, Tim JP;Rozwadowski, Sophie;Maniarasu, Sarveen;Seyed-Safi, Parisah K;Kutuzov, Vladislav;Shah, Hemina B;Noton, Toby M;Dela Cruz, Nina Jyne Minette;Trehan, Neev;Tokidis, Evripidis;Byrne, Matthew H V;Winter, Stuart C;Pinto-Lopes, Rui;Pavithran, Aswathy;Khalifa, Ahmad O;Eardley, Nicola J;Ashour, Rami;Steinke, Jacqueline D;Esmail, Husayn D;Bence, Matthew N;Walters, Samuel T;Akinyemi, Tosin O;Lakpriya, Sathya;Moawad, Nader N;Panahi, Pedram;Lau, Joshua;McAleer, Stephen;Laoye, Adeyinka;Hussain, Abdulzahra Abdulsamad;Zafar, Muneeb;Elsheikh, Mohammed H;Shaerf, Daniel A;Soggiu, Fiammetta;Massoumi, Abaris;Sheth, Hemant D;Gareb, Fahed;Yao, Mark W;Qamar, Mubasher A;Fang, Clarissa E H;Greenhalgh, Michael S;Hunt, Alexander;Oladeji, Emmanuel O;Benjamin, Miles W;Beak, Philip;Rae, Fraser J;Aithie, Joanna M S;Clarke, Gareth W J;Veeramootoo, Darmarajah;Ashman, Alex J;Kahka, Ehab E;Rafe, Tanvir;PATEL, PANNA K;Albirnawi, Hatim;Katory, Mark;Fisher, Ann;Amonkar, Sunil J;Rao, Pawan Kumar Dhruva;Holroyd, David J;Caruana, Edward J;Gkikas, Andreas;Newton, Lydia S;Kirk, Alan J B;Khalid, Ayesha;Ferguson, David;Stanier, Paul B;Shah, Vinay;El-Boghdadly, Kariem;Schizas, Alexis M P;ilyas, Minahi;George, Mark L;Gawad, Mothana;Groom, William D;Al-Azzawi, Mohammed;Ahluwalia, Julian CJ;Punjabi, Prakash P;Cheung, Fang Yi;Wilson, Michael D;Mitrofan, Claudia Gabriela;Malam, Yogeshkumar;Townson, Adam;Loubani, Mahmoud;Yau, Jih Dar;Seebah, Kevin;Akowuah, Enoch F;Pushpoth, Sreekumari R;Viswanath, Yirupaiahgari KS;ElSanhoury, Kareem;Chew, Misha;Walker, Thomas E;Elhassan, Almutasim Billah Elbagir;Belcher, Elizabeth;Goricar, Matej;majd, Hooman Soleymani;Knight, Dominic;Ismail, Lamiese;McKinnon, Chris;Ganau, Mario;Prokopenko, Max;Doshi, Neel S;Gkorila, Aikaterina;Sheikh, Nomaan A;Helm, Jessica R;Low, Mei Ken;Ogunfusika, Oluseyi Harold;Bisheet, George;Alhammali, Tariq;Arnob, Ahmed Showki;Singh, Jatinder;Allde, Emma L;Sambhwani, Sharan H;Dube, Manas;Gemmill, Elizabeth H;John, Joby;Gerogiannis, Ioannis N;Abuelgasim, Mona A A;Crate, Georgina;Holme, Thomas J;Nguyen, Anh T V;Ho, Michael W;Wade, Ryckie G;Hussain, Azar;Andrzejowski, Paul;Omakobia, Eugene;Eltayeb, Momin;Galabov, Tsanko P;Lee, Chung Yan Vernon;Nazir, Anum;Siaw, Oliver L;Ashford, Robert U;Boddy, Alex P;Ashmore, Christopher D;Shah, Snehadhar M;Gowers, Benjamin T V;Thekkinkattil, Dinesh K;Worku, Dawit;Sambhwani, Sharan H;Harky, Amer;Talwar, Rishi;Sagoo, Harkiran K;Jambulingam, Periyathambi S;Smart, Christopher J;Doherty, Daniel T;Mastoridis, Sotiris;Kumar, Sidharth;Mahmoud, Rana;Solari, Francesca;Egan, Richard J;Barry, Jonathan D;Morrison, Jo;Davoudi, Kaveh;Hollyman, Marianne;Kelly, Andrew;Badenoch, Thomas F;pandanaboyana, sanjay;Critchley, Rebecca J;Sarodaya, Varun R;Sinnerton, Robert J H;Manickavasagam, Jaiganesh;Lindsay, Elizabeth F;Arora, Ankita;Hasan, Raashad;Liew, Ignatius;Ozua, Joshua;Kouritas, Vasileios;Collins, Rachael V;Lafford, George H;Moret, Charlie;Chean, Chung Shen;Horgan, Liam F;Aujayeb, Avinash;Siddique, Muhammad Harris;Navaratne, Lalin;Kotecha, Sanjeev;Bellato, Vittoria;Lewis, Sophia E;Ali, Muhammad Usman;Marson, Ben A;Craxford, Simon;Gajjar, Ketankumar;Theophilidou, Elena;Aboelmagd, Tariq;Khatkar, Harman;Ganau, Mario;Awadallah, Mahmoud A;Blanco, Jose A;Chituku, Tsitsi G;Dixon, Oliver GB;sarveswaran, Janahan;Jones, Imogen S;Hammouche, Salah;Vijay, Vardhini;Ooi, Rucira;Karmarkar, Rahi;Khaleeq, Tahir;Bhatia, Mohit;Al-Khazaali, Badr L;Daadipour, Audrina;Mattar, Ahmed;Singhal, Tarun;Mahmoud, Moustafa Ibrahim;Glasbey, James;Nankivell, Paul C;Kalkat, Maninder S;Nour, Shahd;Beggs, Andrew D;Yershov, Danylo Y;Chughtai, Shafiq Ahmad;Youssef, Hesham;Norrish, Alan R;Mohammed, Mohammed M;Gwozdz, Adam M;Charalambous, Michalis P;Knight, Stephen R;McCaul, James A;Bridgman, Elsie A;El Sheikh, Mustafa;Ogunbowale, Akinsola;Wright, Evan O;Ahmed, Usama;Younus, Hafsa;Tincknell, Laura G;Weixing-Ho, Ken;Demetriou, Charis;Hussei, Mohammed;Reilly, John-Joe;Hormis, Anil P;Moug, Susan J;Anazor, Fitzgerald C;Horwell, Edward A;Neal-Smith, Gregory;McNamara, John M;Baryeh, Kwaku W;Bhatti, Khalid M;McKay, Joseph E;Cannoletta, Maria G;Perkins, Clare J;Gopalswamy, Sivakumar;Sheldon, Anna F;John, Joseph B;Mantle, Mark;Toia, Bogdan;Phillips, Andrew J;Al-Khyatt, Waleed;Lund, Jonathan N;Ammar, Ahmed Y;Lederhuber, Hans;Yim, Guang H;Huntley, Daniel A;Daniels, Ian R;Valverde, Joao;Lumley, Edward David John;Walton, Thomas J;Raptis, Dimitri A;Dimitrokallis, Nikolaos;Nathan, Arjun;Motallebzadeh, Reza;Chowdhury, Shihab;Ahmed, Rezwan F A;Mirnezami, Reza;Szakmany, Tamas;Knight, Dominic J;Al-Azzani, Waheeb;Davies, Huw R;Ooi, Setthasorn Zhi Yang;Oo, Khaing K;Cullis, Paul S;Peng, Ed;Demetriades, Andreas K;Tambyraja, Andrew L;Poon, Michael TC;Drake, Thomas M;Brennan, Paul M;Oikonomou, Dimitrios;Newman, Samuel E;Le Blevec, Louise;Otify, Mohamed;Szatmary, Peter;Devkaran, Bhavesh;Sochorova, Dana;Sohrabi, Catrin;Sivaprakasam, Rajesh;Goh, Mingzheng Aaron;Atkinson, Kate V;Soares, Delvene;Prce, Daniela;Cann, Johnathon P;Grobbelaar, Amy C;Bradley, Rebecca;Strauss, Helen J;Taha, Ahmed;Minicozzi, Annamaria;Venn, Mary L;Thakur, Bhaskar;Hanoun, Abdullah;Goru, Poornanand;Baumber, Rachel M;Sobti, Anshul S;Cross, George WV;Havenhand, Tom;Antoniou, George A;Chauhan, Govind Singh;Vokshi, Ismail;Mahmud, Ayesha;Albanese, Erminia;Evans, Daisy;Madhuri, Thumuluru Kavitha;Horsnell, Jonathan D;Zalmay, Pardis;Mohamed, Mazin;Davies, Angharad J;Aljanadi, Firas;Jeganathan, Reubendra;Jones, Mark;Kakos, Christos;vidya, Raghavan;El-Ghobashy, Alaa;Habib, Ahmed M;Reid, Jeremy P;Rajgor, Harshadkumar Dhirajlal;Ahmed, Omar;Branagan, Graham;Mohamedahmed, Ali Yasen Y;Nour, Shahd;Al-Sabbagh, Ali;Chetty, Govind;Kelty, Clive J;EL-Wajeh, Yasin A M;Tomlinson, James E;Edwards, John G;Rominiyi, Ola;Sinha, Saurabh;Saad, Sanad;Sahu, Banchhita;Charalampakis, Vasileios;Enemosah, Ibrahim;Williams, Simon J;Yaqoob, Hassan N;Laurent, Edward P;Moreau, Joshua L;Frostick, Rhiannon;Parwaiz, Hammad;Aboelmagd, Karim;Pournaras, Dimitri J;Hristova, Kalina H;Iyengar, Karthikeyan P;Mohamed, Muyed;Artioukh, Dmitri Y;Anwar, Sibtain;Hussein, Mostafa K A;Omogbehin, Tomisin S;Herron, Jonathan B T;Labib, Amir;Patel, Preemal;Marsden, Samuel C;Mehdian, Roshana;Santhirakumaran, Gowthanan;Smelt, Jeremy;Agarwal, Ketan;Athanasiou, Antonios;Lancerotto, Luca;Sahnan, Kapil;Shalhoub, Joseph;Donnelly, Liam J;Erridge, Simon;Chidambaram, Swathikan;Luo, Xun;Bansal, Sujesh;Ryan, Neil AJ;Smith, Alexander C D;Flatman, Michael;Wafaie, Imad;Malik, Muhammad Isfandyar Khan;Thumbadoo, Ruben P;Hussain, Shoaib F;Henein, Christin;Hamad, Yousif T;Belgaumkar, Ajay P;Bosanquet, David C;Kolias, Angelos G;Choi, David;Marcus, Hani J;Horsfall, Hugo RM Layard;Khan, Danyal Z;Sahni, Arun;Millward, Christopher P;Render, Luke;Truss, Adam;Elmoslemany, Tarek;Parmar, Chetan;Hanger, Joseph;Sheen, Jonathon;Rait, Jaideep S;Foreman, Jennifer;Marzouqa, Natalie;Fontalis, Andreas;Voulalas, Grigorios;CHEONG, Ryan Chin Taw;Dindyal, Sanjay;Arumugam, Sathyaseelan;Ward, Thomas R W;Stephens, Alastair S;Douka, Eleftheria;Mahmud, Ayesha;Abou-Foul, Ahmad K;McKay, Siobhan C;Kitchen, Mark O;Rees-Stoner, Oliver DJ;Balasubramanya, Supriya;Akhtar, Muhammad Adeel;Warwick, Andrew J;Pawar, Shweta;Dubey, Vivek;Al-Yaseen, Mustafa W;Williams, Christopher YK;Laird, Alexander;Krishna, Kandaswamy;Anyaugo, Ngozi S;Wuraola, Obafemi K;Odejinmi, Funlayo;Craven, Joanna M;West, Charlotte L;Barter, Reece A;Navaratnam, Devaraj M;Malik, Shahbaz S;Mahendran, Vimaladhithan;Zilvetti, Miguel;Lovegrove, Richard E;Board, Tim N;Zeiton, Moez;Sarwar, Safdar A;Duff, Sarah E;Hsabo, Elmuiz A;Goru, Poornanand;Nugur, Ashwani Kumar;Morris, Richard M;Lala, Anil K;Kwan-Feinberg, Rita O;Ross, Samuel W;Dressler, Jeremy A;McClain, Craig D;Evans, Faye M;Wason, Shaun E L;Vogel, Keianna R;Wang, Joanna C;Sulciner, Megan L;Hirji, Sameer;Raoof, Mustafa;Wolff, Christopher J;kent, Ilan;Turan, Alparslan;Teixeira, Pedro G;Olson, Kristofor A;Patel, Neil D;Krishnamoorthy, Vijay;Moris, Dimitrios;Rice, Henry E;Gabr, Hesham;Satoskar, Savni R;Castater, Christine A;Jmaileh, Manal;Payne, Rachel E;Kwon, David S;Aarabi, Shahram;Escobar, Pedro F;Kronenfeld, Joshua P;Dalton, Michael K;Etchill, Eric W;Haut, Elliott R;Vervoort, Dominique;Dehal, Ahmed;McKenney, Mark;Elkbuli, Adel;Gosain, Ankush;Abdelsattar, Zaid M;Naunheim, Matthew R;Burks, Ciersten A;Zhou, Allen S;Heng, Marilyn;Abohashem, Shady;Lozano-Calderón, Santiago A;Reisenauer, Janani S;Mouawad, Nicolas J;Diehl, Thomas M;Eriksson, Evert A;Marwaha, Jayson S;Schroeppel, Thomas J;LaRocca, Christopher J;Chang, Grace H;Hassan, Romana;Nosanov, Lauren B;Rickard, Jennifer L;Avraham, Jacob B;Petrone, Patrizio;Sferra, Joseph J;Hadaya, Joseph;Mead, Brittany S;Hauptman, Jason S;Ahmad, Maleeha;Meola, Antonio;Chang, Steven D;Ko, Ara;Specht, Katherine E;Choudhry, Asad;Encalada, Ronald Zerna;Poggio, Juan L;Xing, Hang;Glass, Nina E;Hooker, Robert;Martins, Paulo N;Scott, Erin M;Bankhead, Brittany K;Giorgakis, Emmanouil;Nigh, Joe;Osborn, Tamara;Tay Lasso, Erika L;Beswick, Daniel M;Berndtson, Allison E;Kaups, Krista L;Chen, Lee-lynn;Farrell, Michael S;Boeck, Marissa A;Vaysburg, Dennis M;Kassam, Al-Faraaz;Turner, Kevin M;Dyas, Adam R;Coleman, Julia R;Folsom, Megan;Lam, Christopher M;Kumer, Sean C;Larson, Kelsey;Turner, Scott;Guidry, Christopher;Reddy, Madhuri;Berbel, German;Findley, Austin;Beahm, David;Bur, Andres;Marlor, Derek;Houndschell, Corey;Carver, Shea;Ulrich, Alissa;Bhutiani, Neal;DiChiacchio, Laura;Abdou, Hossam;Napolitano, Lena M;Ghebre, Rahel;Bass, Gary Alan;Kaplan, Lewis J;Martin, Niels D;Duffy, Caoimhe C;Abdelhamid, Sultan S;Daley, Brian J;Roland, Christina L;Dumas, Ryan P;Ban, Vin Shen;Rajesh, Aashish;Davies, Mark G;Purudappa, Prabhudev P;Walters, Camila B;Lin, Nicole;Ruzgar, Nensi M;Ullrich, Sarah J;Trostchansky, Ivan;Bonilla-Cal, Fernando;Castedo, Fabiola;Sobrero, Helena;Acuña, Gastón;Álvarez, Sofía M;Tarigo, Josefina;Carbajal, Ana C;Carbajal, Ana;Reyes, Antonio R;Al-Eryani, Fatima A;Alqousi, Nardeen N;Alattas, Zainab;Al-Saban, Rafat A;Al-Shehari, Mohammed M;ALHammadi, Nawal T;Shream, Sarah A;Al-Naggar, Hamza M;Al-Qalisi, Lina M;Nadeesh, Areej E;Al-Samawi, Hytham H;Bajjah, Hadeel M;AL-Ameri, Saba A;Albably, Jamal F;Ghannam, Rana A;Shamsan, Amatallah H;Meead, Abdullah A;Al- Zubaidi, Riham Q;Zulait, Mohammed A;Najeeb, Halah;Alsayadi, Musaed M;Al-Mashreqi, Seham K;Al-Jomai, Najla A;Alsayadi, Ramzi A;Al-Naggar, Moath M;Almarashi, Hassan A;Musaeed, Hasna M;Al-Raimi, Ibrahim M;Ghanem, Hossam N;Al-Zazay, Karim A;AL-Mahdi, Shehab A;Almontaser, Amatalaleem S;Savopoulos, Vanessa A S;Munthali, James;Kabongo, Kizito M C;Mushiwokufa, Willard;Ngulube, Allan;Ntoto, Crispin;Magama, Praise T;Dzinotyiwei, Daniel;Chivanga, Shelton K;Dube, Ngqabutho S;Sanchez, Ernesto C;Moyo, Assel T;Chengahomwe, Antony;Chinyowa, Simbarashe;Siamuchembu, Maphios;Bondera, Tafadzwa;Mushawarima, Trust
2022-01-01
Abstract
Background The 2015 lancet Commission on global surgery identified surgery and anaesthesia as indispensable parts of holistic health-care systems. However, COVID-19 exposed the fragility of planned surgical services around the world, which have also been neglected in pandemic recovery planning. This study aimed to develop and validate a novel index to support local elective surgical system strengthening and address growing backlogs.Methods First, we performed an international consultation through a four-stage consensus process to develop a multidomain index for hospital-level assessment (surgical preparedness index; SPI). Second, we measured surgical preparedness across a global network of hospitals in high-income countries (HICs), middle-income countries (MICs), and low-income countries (LICs) to explore the distribution of the SPI at national, subnational, and hospital levels. Finally, using COVID-19 as an example of an external system shock, we compared hospitals' SPI to their planned surgical volume ratio (SVR; ie, operations for which the decision for surgery was made before hospital admission), calculated as the ratio of the observed surgical volume over a 1-month assessment period between June 6 and Aug 5,2021, against the expected surgical volume based on hospital administrative data from the same period in 2019 (ie, a pre-pandemic baseline). A linear mixed-effects regression model was used to determine the effect of increasing SPI score.Findings In the first phase, from a longlist of 103 candidate indicators, 23 were prioritised as core indicators of elective surgical system preparedness by 69 dinicians (23133%) women; 46 [67%] men; 41 from HICs, 22 from MICs, and six from LICs) from 32 countries. The multidomain SPI included 11 indicators on facilities and consumables, two on staffing, two on prioritisation, and eight on systems. Hospitals were scored from 23 (least prepared) to 115 points (most prepared). In the second phase, surgical preparedness was measured in 1632 hospitals by 4714 clinicians from 119 countries. 745 (45.6%) of 1632 hospitals were in MICs or LICs. The mean SPI score was 84.5 (95% CI 84.1-84.9), which varied between HIC (88.5 189.0-88.0]), MIC (81.8 [82.5-81.1]), and LIC (66.8 [64.9-68.7]) settings. In the third phase, 1217 (74.6%) hospitals did not maintain their expected SVR during the COVID-19 pandemic, of which 625 (51.4%) were from HIC, 538 (44.2%) from MIC, and 54 (4.4%) from LIC settings. In the mixed-effects model, a 10-point increase in SPI corresponded to a 3.6% (95% CI 3.0-4.1; p<0.0001) increase in SVR. This was consistent in HIC (4.8% [4.1-5.5]; p<0.0001), MIC (2.8 [2.0-3.7]; p<0.0001), and LIC (3.8 [1.3-6 . 7%]; p<0.0001) settings.Interpretation The SPI contains 23 indicators that are globally applicable, relevant across different system stressors, vary at a subnational level, and are collectable by front-line teams. In the case study of COVID-19, a higher SPI was associated with an increased planned surgical volume ratio independent of country income status, COVID-19 burden, and hospital type. Hospitals should perform annual self-assessment of their surgical preparedness to identify areas that can be improved, create resilience in local surgical systems, and upscale capacity to address elective surgery backlogs. Copyright (C) 2022 The Author(s). Published by Elsevier Ltd.
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11369/462030
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simulazione ASN
Il report seguente simula gli indicatori relativi alla propria produzione scientifica in relazione alle soglie ASN 2023-2025 del proprio SC/SSD. Si ricorda che il superamento dei valori soglia (almeno 2 su 3) è requisito necessario ma non sufficiente al conseguimento dell'abilitazione. La simulazione si basa sui dati IRIS e sugli indicatori bibliometrici alla data indicata e non tiene conto di eventuali periodi di congedo obbligatorio, che in sede di domanda ASN danno diritto a incrementi percentuali dei valori. La simulazione può differire dall'esito di un’eventuale domanda ASN sia per errori di catalogazione e/o dati mancanti in IRIS, sia per la variabilità dei dati bibliometrici nel tempo. Si consideri che Anvur calcola i valori degli indicatori all'ultima data utile per la presentazione delle domande.
La presente simulazione è stata realizzata sulla base delle specifiche raccolte sul tavolo ER del Focus Group IRIS coordinato dall’Università di Modena e Reggio Emilia e delle regole riportate nel DM 589/2018 e allegata Tabella A. Cineca, l’Università di Modena e Reggio Emilia e il Focus Group IRIS non si assumono alcuna responsabilità in merito all’uso che il diretto interessato o terzi faranno della simulazione. Si specifica inoltre che la simulazione contiene calcoli effettuati con dati e algoritmi di pubblico dominio e deve quindi essere considerata come un mero ausilio al calcolo svolgibile manualmente o con strumenti equivalenti.