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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 clinicians (23 [33%] 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 [89·0–88·0]), 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.
Elective surgery system strengthening: development, measurement, and validation of the surgical preparedness index across 1632 hospitals in 119 countries
James C Glasbey;Tom EF Abbott;Adesoji Ademuyiwa;Adewale Adisa;Ehab AlAmeer;Sattar Alshryda;Alexis P Arnaud;Brittany Bankhead-Kendall;M K Abou Chaar;Daoud Chaudhry;Ainhoa Costas-Chavarri;Miguel F Cunha;Justine I Davies;Anant Desai;Muhammed Elhadi;Marco Fiore;James Edward Fitzgerald;Maria Fourtounas;Alex James Fowler;Kay Futaba;Gaetano Gallo;Dhruva Ghosh;Rohan R Gujjuri;Rebecca Hamilton;Parvez Haque;Ewen M Harrison;Peter Hutchinson;Gabriella Hyman;Arda Isik;Umesh Jayarajah;Haytham MA Kaafarani;Bryar Kadir;Ismail Lawani;Hans Lederhuber;Elizabeth Li;Markus W Löffler;Maria Aguilera Lorena;Harvinder Mann;Janet Martin;Dennis Mazingi;Craig D McClain;Kenneth A McLean;John G Meara;Antonio Ramos-De La Medina;Mengistu Mengesha;Ana Minaya;Maria Marta Modolo;Rachel Moore;Dion Morton;Dmitri Nepogodiev;Faustin Ntirenganya;Francesco Pata;Rupert Pearse;Maria Picciochi;Thomas Pinkney;Peter Pockney;Gabrielle H van Ramshorst;Toby Richards;April Camilla Roslani;Sohei Satoi;Raza Sayyed;Richard Shaw;Joana FF Simões;Neil Smart;Richard Sullivan;Malin Sund;Sudha Sundar;Stephen Tabiri;Elliott H Taylor;Mary L Venn;Dakshitha Wickramasinghe;Naomi Wright;Sebastian Bernardo Shu Yip;Aneel Bhangu;Omar Omar;Ewen Harrison;Aneel A Bhangu;Kwabena Siaw-Acheampong;Ruth A Benson;Edward Bywater;Brett E Dawson;Jonathan P Evans;Emily Heritage;Conor S Jones;Sivesh K Kamarajah;Chetan Khatri;Rachel A Khaw;James M Keatley;Andrew Knight;Samuel Lawday;Harvinder S Mann;Ella J Marson;Siobhan C Mckay;Emily C Mills;Gianluca Pellino;Abhinav Tiwari;Isobel M Trout;Richard JW Wilkin;Sadi Abukhalaf;Michel Adamina;Adesoji O Ademuyiwa;Arnav Agarwal;Murat Akkulak;Ehab Alameer;Derek Alderson;Felix Alakaloko;Markus Albertsmeier;Osaid Alser;Muhammad Alshaar;Knut Magne Augestad;Faris Ayasra;José Azevedo;Brittany K Bankhead-Kendall;Emma Barlow;David Beard;Ruth Blanco-Colino;Amanpreet Brar;Ana Minaya-Bravo;Kerry A Breen;Chris Bretherton;Igor Lima Buarque;Joshua Burke;Edward J Caruana;Mohammad Chaar;Sohini Chakrabortee;Peter 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Crenn;Emilie Duchalais;Alexis P Arnaud;Olivier Azzis;Jean-Jacques Tuech;Charlotte Vaysse;Ariane Weyl;Kelig Vergriete;Helene Charbonneau;Anne-Cecile Ezanno;Brice Malgras;Celeste Del Basso;Igor Duquesne;Federico Bernabei;Pierre-Raphaël Rothschild;Olivier Abbo;Gilles Manceau;Alexandre Chamouni;Célia Crétolle;Laurent Arnalsteen;Elie Mikhael;Andrea Police;Rosa Montero-Macias;Vincent Villefranque;Emeline Maisonneuve;Tristan Langlais;Barbara Seeliger;Patrick Pessaux;Cristians A Gonzalez;Antonio D'Urso;Martina A Angeles;Agathe Seguin-Givelet;Marc Danguy Des Deserts;Sebastien Gaujoux;Charles de Ponthaud;Emmanuel J Chartier-Kastler;Liza Ali;Matthieu Peycelon;Diane Mege;Zaza Demetrashvili;Mircea G Stoleriu;Lena Keppler;Tim Saier;Christian Konrads;Christian Tapking;Carsten Kamphues;Dirk R Bulian;Andrea Schmedding;Johannes Doerner;Anna E Gut;Jens Rolinger;Andreas Kirschniak;Lars Schröder;Daniel Reim;Seyer Safi;Andreas M Fichter;Arthur Wagner;Bernhard Meyer;Jens Gempt;Armin R Sablotzki;Jonas Herzberg;Manuel Altenburg;Ferhat Yenilmez;Jan Meins;Louai A Aghwan;Nikolaus Börner;Alexander M Keppler;Markus Albertsmeier;Steffen Seyfried;Marie-Claire Rassweiler-Seyfried;Maximilian Kriegmair;Karl-Friedrich Kowalewski;Konstantinos Gousias;Johanna J Strotmann;Philipp Höhn;Julian Horn;Julia M Knipschild;Leonie Siemen;Andreas Minh Luu;Raymund E Horch;Aaron Lawson McLean;Judith Anne Teresa Lindert;Sebastian Ziemann;Ali Modabber;Philipp Winnand;Frank Hölzle;Björn Sommer;Sebastian Wolf;Ehab Shiban;Florian Recker;Erdem Güresir;Thomas M Randau;Agi Güresir;Markus Velten;Tim O Vilz;Maria Wittmann;Maria A Willis;Tim R Glowka;Ulrich Bork;Matthias Hecker;Andreas Hecker;Martin Reichert;Clemens Miller;Marcus Nemeth;Ulrich Ronellenfitsch;Jorg Kleeff;Kerstin Lorenz;Ulrich Kisser;Rick Schneider;Ingmar Seiwerth;Georg Osterhoff;Valerie C Linz;Michael R Mallmann;Alexander C Rokohl;Ludwig M Heindl;Philomena A Wawer Matos;Claus Cursiefen;Christoph A Mallmann;Christian M Domroese;Alfred Königsrainer;Can Yurttas;Karolin Thiel;Julius M Vahl;Armin Wiegering;Johan F Lock;Annika Heuer;Alonja Reiter;Martin Stangenberg;Arne Böttcher;Daniel Kaemmerer;Kofi T Mensah;Frank E Gyamfi;Isabella N M Opandoh;Emmanauel O Ofori;Ebikela I Baidoo;Richard O Baidoo;Diallo A Azize;Peter Appiah-Thompson;Evans K Agbeno;Sebastian Ken-Amoah;Ganiyu A Rahman;Richard Kpangkpari;Luke A Aniakwo;Michael Nortey;Meshach M Agyapong;Benedict Boakye;Philip Mensah;Kwasi Agyen-Mensah;Mabel P Amoako-Boateng;Samuel Mensah;Sam Debrah;Mustapha Yakubu;Leslie Issa Adam-Zakariah;Anthony Davor;Joshua Arthur;Mawutor Dzogbefia;Anna Konney;Thomas O Konney;Michael Amoah;Isaac Barnor;Mohammed Duah Issahalq;Paa Ekow Hoyte- Williams;Wilfred Sam Awortwi;Bernard Hammond;Ronald Awoonor-Williams;Nuhu N H Naabo;Adu Appiah-Kubi;Kekeli Kodjo Adanu;Joe Nat A Clegg-Lamptey;Jefferson Owusu Adae;Theophilus T K Adjeso;Mundashiru Yahaya;David A Ansah-Agyei;Ana Maria Simono Charadan;Magdiel Rodriguez Labrada;Adamu Issaka;Iddrisu B Yabasin;David A Antwi;Lukman Manan;Mohammed I S Bukari;Alexis D B Buunaaim;John Abanga Alatiiga;Mohammed Sheriff;Emmanuel O Kumi;Gilbert B Bonsaana;Georgia Micha;Nikolaos Kiriakopoulos;Konstantinos Stroumpoulis;Konstantina Kalopita;Ioannis Grypiotis;Kyriakos A Psarianos;Theodoros Aslanidis;Dimitris P Korkolis;Evangelos Fradelos;Alexandra Arvanitaki;Anastasia Prodromidou;Nikolaos Thomakos;Charalampos Theofanakis;Kyveli Angelou;Dimitrios Haidopoulos;Michail Diakosavvas;Leonidas Chardalias;Ioannis Papaconstantinou;Pantelis T Antonakis;Dimitrios Politis;Dionysios Dellaportas;Christina I Kontopoulou;Nikolaos A Memos;Antonios Gklavas;Konstantinos Bramis;Panagiotis Pappas;Thalia Petropoulou;Argyrios Ioannidis;Dimitrios Ntourakis;Dimitrios Papageorgiou;Dimitrios K Manatakis;Christos G Barkolias;Dimitrios Balalis;Nikolaos P Tasis;Theodoros A Sidiropoulos;Nikolaos V Michalopoulos;Maria Papadoliopoulou;Stavros Parasyris;Nikolaos Danias;Panteleimon Vassiliu;Zoe Petropoulou;Ioannis Margaris;Eirini Kefalidid;Dimitrios Papaconstantinou;Kosmas I Paraskevas;Alexandrina S Nikova;Theodosis Kalamatianos;Konstantinos Stamatis;Maria Sotiropoulou;George Stylianidis;Gregory P Kouraklis;Anna Paspala;Constantinos Nastos;Dimitrios Sfoungaris;Ioannis A Valioulis;Dimitrios Raptis;Nikolaos Tsakiridis;Konstantinos Alexandros Tsakiridis;Konstantinos Arvanitakis;Christos Kalfountzos;Georgios D Koukoulis;Konstantinos Bouliaris;Vasileios A Lachanas;Christos A Doudakmanis;Christos Chouliaras;Aristeidis Papadopoulos;Maria P Ntalouka;Dimitrios Magouliotis;Maria Fergadi;Athina A Samara;Grigorios Christodoulidis;Metaxia Bareka;Thanos Athanasiou;Eleni M Arnaoutoglou;Jiannis Hajiioannou;Konstantinos Perivoliotis;Ioannis Baloyiannis;Fragkiskos A Angelis;Konstantinos G Stamoulis;Dimitrios Symeonidis;Christos Korais;Eleni Gkrinia;Anna-Maria Ntziovara;Francesk Mulita;Konstantinos Bouchagier;Georgios I Verras;Maria I Argentou;Michail Vailas;Stylianos Germanos;Panagiotis Tavlas;Dimitris Tatsis;Ioannis T Astreidis;Alexandros Louizakis;Asterios Antoniou;Konstantinos Paraskevopoulos;Georgios Chrysovitsiotis;Maximos Frountzas;Konstantinos G Toutouzas;Aristeidis Chrysovergis;Spyridon Potamianos;Efthymios Kyrodimos;Vasileios Papanikolaou;George Theodoropoulos;Tania Triantafyllou;Andreas Larentzakis;Athina-Despoina Kimpizi;Ioannis Tsakiridis;Georgios Kapetanios;Themistoklis Dagklis;Stamatios Petousis;Chrysoula Margioula-Siarkou;Efstratia Baili;Ekaterini C Tampaki;Eftychios Lostoridis;Emmanouil C Avramidis;Andreas P Efstathiou;George C Babis;Konstantinos Roditis;Paraskevi V Tsiantoula;Nikolaos Machairas;Dimitrios Schizas;Stylianos Kykalos;Panagiotis I Dorovinis;Paraskevas Stamopoulos;Alexandros K Charalabopoulos;Theodore Liakakos;Elias Koziakas;Ioannis Karavokyros;Antonia Skotsimara;Athanasios Syllaios;Gerasimos S Tsourouflis;Nefeli K Tomara;Angelos Dimas;Konstantinos G Apostolou;Ioannis Tsouknidas;Evangelia Samara;Nikolaos A Papakonstantinou;Areti Falara;Kyriakos Papavasiliou;Ioannis D Siasios;Christos Kaselas;Christos Anthoulakis;Konstantinos Tigkiropoulos;Eleftherios Spartalis;Panagiotis Mourmouris;Konstantinos Tsekouras;Lazaros Tzelves;Georgia Dedemadi;Stylianos Gaitanakis;Athanasios Marinis;Konstantinos Stamatiou;Pinelopi D Vlotinou;Sofia Xenaki;Konstantinos Lasithiotakis;Taxiarchis Konstantinos Nikolouzakis;Agathi Karakosta;Petros Tzimas;Panagiotis Charatsaris;Gustavo Recinos;Marlon D Vega;Maria L Aguilera;Pablo J Rivera;Dianne A Sosa;Tania A Salazar;Natalia I Ybarra;Ever E Morataya;Estuardo J Brolo;Andrea M Lowey;Jose R Paiz;George KC Wong;Samuel KK Ling;Calvin SH Ng;Rainbow WH Lau;Kaori Futaba;Dezso Toth;Attila Zaránd;Laszlo Piros;John A Santoshi;Manoj Nagar;Adesh Shrivastava;Zainab Ahmad;Prateek Behera;Megha Gautam;Dinesh Bagaria;Apoorva P Kabra;Samarth Mittal;Piyush Ranjan;Shilpa Sharma;Vivek Trikha;Dinesh Kumar Bagaria;Junaid Alam;Prabudh Goel;Surya Kumar Dube;Narendra Choudhary;Ramesh P Menon;Rajkumar Kottayasamy Seenivasagam;Abhishek Agrawal;Kinjal S Majumdar;Pranati Sharma;Amit Gupta;Rajnish K Arora;Poonam Arora;Somprakas Basu;Farhanul Huda;Lena E David;Aakansha G Goswami;Rajat Piplani;Mahesh Sultania;Sujit K Tripathy;Tushar S Mishra;Dillip Kumar Muduly;Saubhagya Kumar Jena;Abhijeet Mishra;Jayanta K Mitra;Sweta Singh;Ranjit Kumar Sahu;Chitta R Mohanty;Saubhagya K Jena;Ritesh Panda;Kiran Kumar Boyina;Saubhik Dasukil;Nitesh Gahlot;Naren P Khatri;Amanjot Kaur;Jeewan R Vishnoi;Naveen Sharma;Ankita Chugh;Mahendra singh;Sourabh S Chakraborty;Anupama Rajanbabu;Reem Hunain;Monish S Raut;Diwakar Pandey;Raghubir Srivastava;Ajesh Raj Saksena;Mebanshanbor Garod;Bhargavi R Budihal;Shankarsai Kashyap;Pavani B Agarwal;Swati Chhatrapati;Charulata Deshpande;Lipika Amresh Baliarsing;Kalpana balakrishnan;Ahmed Sayeed Tanweer;Parvez David Haque;Sathiafrey D A Chitresh;Swati Daniel;Rohini Dutta;Uma Kant Dutt;Karan Garg;Mukul Garg;Christina George;Dhruva Ghosh;Pariza Gupta;Ritu Jain;Jeffrey A Kalyanapu;Savleen Kaur;Ankita Khurana;Sarita Khurana;Jatin Kumar;Dootika Liddle;Amit Vipan Mahajan;Pranay Pawar;Konda Samuel Paul Pradeep;Reuben R Ranadive;Arti Rajkumar;Vivin Daniel Sam;Jerrin Regi Sam;Habie Thomas Samuel;Sangeetha Samuel;Prateek Sahi;Aditya Sood;Nitish Srivastava;Alen J Thomas;Naveen J Thomas;Jacob K Varkey;Vigy Georgekutty Vazhakalayil;Rahul William;Rohin Mittal;Sreekar Devarakonda;Jeyashanth Riju;Vinotha Thomas;Moonish V Sivakumar;Rajeevan Philip Sridhar;Gilbert S Jebakumar;Negine Paul;Albert A Kota;Pushplata Kumari;Suraj Surendran;Raji Suraj;Naveen Sundaram Victor;D R Kathir Joyson;Vidya Konduru;Kashish Malhotra;Ashwin Rammohan;Mohamed Rela;Vaibhav Jain;Ashish Jakhetiya;Vidhi K Patel;Karuna Sree Pendyala;Manisha Aggarwal;Shyam K Gupta;Ashwani Kumar;Manpreet Singh Bindra;I Yadev;Meer M Chisthi;S Soumya;Sachit Anand;Jyotsna Rani;Kanika Sharma;Indranil Ghosh;Shalini Sundaraju;Prasanth Penumadu;Krishna Kumar Govindarajan;Ramanitharan Manikandan;Alfie J Kavalakat;Ashish Phadnis;Piyush Jadhao;Shankar Subbarayan;Reem Hunain;Gabriel Rodrigues;Sufyan Ibrahim;Zeeshan BM Hameed;Sanoop K Zachariah;Irappa V Madabhavi;Varun V Bansal;Shiv Rajan;Ahmad Ozair;Akhilanand Chaurasia;Pooja Ramakant;Manju L Verma;Ayushi Shukla;Anjoo Agarwal;Ankur Bajaj;Somil Jaiswal;Brijesh Mishra;Yuvaraja Thyavihally;Santosh S Waigankar;Santosh Subhash Waigankar;Siddhi Hegde;Philip V Alexander;Rahul Deo Sharma;Vivek M Sodhai;Kunal Kishore;Ramya M Vishweshwara;Lovenish Bains;Sanjeev Kumar;Akshat Malik;Zahiya Hareem Shaikh;Priyanka Kumari;Jerin J Thomas;Sanjay Kumar Yadav;Ritika Dhurwe;Upamanyu Nath;Hitesh Chopra;Vishal Kumar;Lileswar Kaman;Madhivanan Karthigeyan;Manjul Tripathi;Sandeep Mohindra;Pravin Salunke;Kavindra Singh;Karthick Rangasamy;Nirmal Raj Gopinathan;Anshul Siroliya;Vidyadhar B Bangal;Ashish Gupta;Lavanya Kannaiyan;Aditya A Kulkarni;Bijnya B Panda;Abhishek Mittal;Rahul J Ghodke;Sachin Y Kale;Sanjay Dhar;Gaurav Agarwal;Anjali Mishra;Vijai Datta Upadhyaya;Basant Kumar;Madhan Jeyaraman;Asif Mehraj;Fazlul Q Parray;Shivang Gaurang Amin;Saptak P Mankad;Karan V Thakore;Riya Singh;Pankaj Kumar Garg;Hardil P Majmudar;Tanishq S Sharma;Raghunandan Gorantlu Chowdappa;Sahiba S Maniar;Sumit Thakar;Kavitha Jain;Tapan Patel;Rahul A Gupta;Gaurav Aggarwal;Sujoy Gupta;Sanjit Kumar Agrawal;Abhishek Sharma;Prateek Jain;Anik Ghosh;Amrit Pipara;C S Pramesh;Shraddha Patkar;Vijaya Prakash Patil;Jigeeshu V Divatia;Ajay Puri;Akshay Kumar;Rohit Bhardwaj;Abhishek Mittal;Sunil Kumar Venkatappa;Mallikarjuna Manangi;Prashanth J Prabhu;Sumadi L Anwar;Djayanti Sari;Aida R Tantri;Susilo Chandra;Sidharta K Manggala;Aino N Auerkari;Raihanita Zahra;Ratna F Soenarto;Andi A W Ramlan;Matthew Billy;Achmad K Harzif;Ilham Utama Surya;Mayang I Lestari;Fachreza A Damara;Rozi A Aryananda;Yunus Kuntawi Aji;Thirza Hadipranata;Warren Lie;Gabriele J Kembuan;Marilaeta Cindryani;Tjokorda Gde Agung Senapathi;Christopher Ryalino;Elahe Hosseini;Alireza Hosseini;Pourya Medhati;Reza Erfanian;Mohammadreza Firouzifar;Mahtab Rabbani 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Hsiao;Emmet Andrews;Jacques Pretorius;Imran Azeem;Hilary Ikele;Claire M McCarthy;Fadi-Tamas Salameh;Donal B O'Connor;Clare O'Connor;Patrick Sheahan;Conor P Barry;Fergal G Kavanagh;Deirdre Callanan;Danielle L James;Cillian Clancy;Stefanie M Croghan;Thomas M Aherne;Aoife Kiernan;Patrick W Owens;Ben Creavin;Hassan Mekki;Stewart R Walsh;Paul A Carroll;Ke En Oh;Aoife J Lowery;Miklosh Bala;Noam Shussman;Jonathan Abraham Demma;Gad Marom;Yuri Fishman;Osnat Zmora;Limor Muallem Kalmovich;Nir Horesh;Roi Anteby;Mario V Papa;Giulio Argenio;Giulio Sozzi;Chiara Amatucci;Edoardo Segalini;Giovanni Pesenti;Alessandro Giani;Michele Mazzola;Pietro Maria Lombardi;Alberto M Saibene;Nicoló M Mariani;Luca Zanin;Jacopo Andreuccetti;Federico Ferrari;Gian Luca Baiocchi;Alice Frontali;Stefano Granieri;Christian Cotsoglou;Marco Scarpa;Roberto Colasanti;Donatella Schiavone;Antonio Castaldi;Carmine Antropoli;Gabriele Colò;Irene Fiume;Gaetano Poillucci;Laura Fortuna;Luca G Locatello;Oreste Gallo;Giandomenico 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Calabretto;Enrico Pinotti;Mirko Barone;Michela Campanelli;Giulia Bagaglini;Leandro Siragusa;Luca Orecchia;Marzia Franceschilli;Roberta Angelico;Bruno Sensi;Tommaso M Manzia;Lorenzo Petagna;Giulia Bacchiocchi;Giuseppe S Sica;Pierfrancesco Lapolla;Andrea Picchetto;Placido Bruzzaniti;Giovanni Marruzzo;Antonio V Sterpetti;Andrea Mingoli;Paolo Sapienza;Anthony Kevin Scafa;Giuseppa Zancana;Gioia Brachini;Diego Ribuffo;Bruno Cirillo;Simona Meneghini;Pierfranco M Cicerchia;Martina Zambon;Vito D'Andrea;Alessia D'Amico;Pietro Familiari;Andrea Cassoni;Resi Pucci;Francesca De Felice;Giuseppe Pascarella;Alessandro Strumia;Alessandro Coppola;Biagio Zampogna;Rocco Papalia;Gabriella T Capolupo;Marco Caricato;Antonio Nenna;Carmelo Dominici;Maria Caffo;Giorgio Badessi;Carmelo Mazzeo;Gerardo Caruso;Gabriele Bellio;Eleonora Guaitoli;Roberto Rimonda;Federico Fusini;Marco Giacometti;Caterina Baldi;Francesco Ferrara;Antonella Chessa;Giulio Accarino;Michela Monteleone;Carlo Riva;Arianna Balconi;Marko Markovic;Gisella Barone;Andrea Locatelli;Simone Olmetti;Andrea Costanzi;Matteo Uccelli;Raffaele Galleano;Andrea Balla;Antonio De Carlo;Andrea Pisani Ceretti;Luca Bertoglio;Alessandro Grandi;Luca Apruzzi;Andrea Melloni;Michael Spartalis;Alfio Spina;Paola De Nardi;Giulia Bonavina;Massimo Candiani;Martina Piloni;Gianluca Nocera;Filippo Gagliardi;Stefano Turi;Cosimo De Nunzio;Niccolo Petrucciani;Silvia Fiorelli;Giovanni G Laracca;Cecilia Menna;Giorgio Lisi;Alberto Brolese;Francesco A Ciarleglio;Diego Sasia;Giorgio Giraudo;Valentina Testa;Maria Carmela Giuffrida;Roberto Chiarpenello;Ettore Dalmasso;Desiree Cianflocca;Giacomo Calini;Nicola Cillara;Giulia Armatura;Luca Turati;Gianluca Pellino;Maria Paola Menna;Claudio Iovino;Settimio Rossi;Francesca Simonelli;Domenico Baccellieri;Massimo Candiani;Lorenzo Gozzini;Ugo Elmore;Riccardo Rosati;Gaetano Gallo;Giuseppe Giannaccare;Maria G Cristofaro;Ida Barca;Adriano Carnevali;Giuseppe Consorti;Antonio Simone Laganà;Alex Pontini;Renato Salvador;Francesco Di Marzo;Giulia Turri;Junichi Saito;Tsukasa Kochiyama;Sohei Satoi;Daisuke Hashimoto;Kazuhiko Yoshimatsu;Tsutomu Namikawa;Akira Kuriyama;Eiji Sunami;aChikashi Takeda;Masaki Shiota;Satoshi Toyama;Makoto Ishitobi;Yosuke Kawasaki;Masahiko Kawaguchi;Mitsuru Ida;Masae Iwasaki;Hiroshi Mase;Yuki Fujimoto;Tomohiro Chaki;Shunsuke Tachibana;Satoshi Kazuma;Naoto Kuroda;Yuka Matsuki;Kota Kamizato;Rand Y Omari;Mohammad Ahmad Jamil Es Salim;Zaid Alwarawrah;Salameh A AAbdulrahmanlarood;Adnan R Alnaser;Radi Tofaha Alhusseini;Abdulrahman G Qasem;Ahmad M Eid;Mohammad A Theab;Ibrahim Ghayada;Ali Guboug;Mohannad Fayiz Alqedrh;Mohammed E Al-banna;Amro Abuleil;Yaqin Mahmoud Asassfeh;Zaid Mohammed Al-sheikh ali;Ahmad Ayman Eid;Reem G AbuSalah;Raid George Hijazeen;Sajeda Awadi;Omar S Mansour;Almu'atasim Khamees;Bourhan Alrayes;Mohammad Hassan;Mahmoud W M Qandeel;Zainab O Ibrahim;Mohammad Maher Salah Salah;Hazem Zuhair Alnatour;Ma'moun Helmi Suleiman Saleh;Haya H Suradi;Hashem A Abu Serhan;Faris Jamal Abu Za'nouneh;Hazim R Alheji;Khayry Al-Shami;Ala'a Al-deen T Mousa;Isam K Bsisu;Rasha Bsisu;Mohammad I A Abuzenah;Zeina H Kalaji;Samir Jabaiti;Haya A Omeish;Aseel Y Almuhtaseb;Amro M Abuleil;Reem A Theab;Anagheem A Sheyyab;Shadi Hamouri;Hazim S Ababneh;Zouhair Amarin;Mohammad Yasin Bahhour;Marah K Abu-Mehsen;Mohammed Abdullah Al-howthi;Omar S S Wafi;Taher Rashed Mohammed Sawadi;Iyad S Albustami;Maen O Masadeh;Ahmad Al Khassawneh;Justin Z Amarin;Sara S Irshaidat;Mohamad K Abou Chaar;Louay Y Zaghlol;Razan Mansour;Mohammed Shahait;Haitham Qandeel;B Abd Almonem;Lubna Hawasly;Ghalia Alsabbagh;Tawfik Mohammed Al-Dabaa;Qaed Mashhour Bani Amer;Luai Abu-Ismail;Dua'a M Shaout;Tariq H Abu-shadouf;Raikhan Bolatbekova;Nadir Issayev;Mukhtar B Kulimbet;Almaz M Kiyabayev;Dinara Ospanova;Dauren Zhumatayev;Abylai Baimakhanov;Ildar Fakhradiyev;Shynar Tanabayeva;Timur Saliev;Dilyara Kaidarova;Beverly Cheserem;Intisar H S Hamdun;Aziz Z Munubi;Mark M W Siboe;Samuel Wanjara Wachera;Robert K Parker;Michael M Mwachiro;Victor Pendaeli Mwangi;Yaqoub M Jafar;Tariq F Al-Shaiji;Andrejs PÄolkins;Ingus A Apse;Hemant D Sheth;Jānis Pāvulāns;Samar Karout;Imadeddine Ahmad Farfour;Ali O Safar;Anthony Lichaa;Salim H Ismail;Mohamad B Kassab;Hussein Abou-Abbass;Rabih F Awad;Hadi El Assaad;Fatima Ghazi Serhan;Lina Karout;Anisa Chowdhary;Rania Itani;Ali A A Abu Hamrah;Almoataz Bellah;Nassib S Algatanesh;Mousab A Duwebi;Esraa T Alkouba;Hala M Algehani;Monther Alsharif;Faraj S Al-maadany;Fatimah S Elkhafeefi;Ahmad M Buimsaedah;Sarah M Ghazal;Mohamed G Amnaina;Ghozlan Y Yagoub;Hana Ramadan bin yahia;Elham Hussin Bareig;Bahaeddin BenHamida;Nayrouz Alkimeeshi;Malak Marwan;Nawal Aldokali Muhammed;Eman M Benamer;Rema H Othman;Ahmed A Momen;Kusay A Ayad;Nawal Aldokali;Alsnosy Abdullah Khalefa Mohammed;Enas F Sanousi;Saed J Aboubakr;Islam F Aboubakr;Amal Alttaira;Sara A Benatiga;Ilham A Alteerah;Wafa Aldressi;Marwa O Elhwety;Mohamed Fathi Kalifa;Maram A Glessa;Taha Abubaker;Hassan A Shembesh;Arowa Alansari;Akram M Alkaseek;Malek Mohamed Abusannuga;Mohammed A Alawami;Fras Ammar Elhajdawe;Aihab Salem Benamwor;Husayn M Aween;Eslam Kriem;Rayet Al Islam Benjouira;Sana Moussa Shagour;Hajar Alamin Ali;Ahmed I Awrayit;Salmin Ibrahim Matoug;Rema Ibrahim Abdesalam;Ikhlas M Ouakouak;Ali H Aldarraji;Ameerah Faraj Elmahdi;Zinelabedin Mohamed;Samera M Khan;Ahmed A Gerwash;Mohammed Khayri Aboubeirah;Nosaiba Jalal Drera;Marwa A Sinan;Ekram Abdulhamid Abujrad;Marwa Biala;Doaa A Gidiem;Sarah A Aljamal;Esmail M Hamuda;Hussamuddin Abusaa Manhus;Muhannud Hassan Binnawara;Muhammed Elhadi;Ahmed A Msherghi;Mohamed Ajala;Nadia D Shetty;Sanad S Kanna;Mohamed H Said;Mohamed M Elghazal;Moaz Mustafa Alwarfalli;Mohamed A Alharari;Eslam Etayeb;Anwaar M Abozid;Kariman Rdadi;Tariq Alferis;Ibrahim A Ellojli;Muad F Abuhallalah;Alhadi M Jahan;Abdulmueti Alhadi;Mohammed Abdunaser dra;Nadia M Abdalhamed;Ismail A Saleh;Bashir Abobaker Albakosh;Najat Ben Hasan;Salema S Bin Wali;Hayat Ben Hasan;Hana B Yahya;Marijus Ambrazevicius;Narimantas E Samalavicius;Donatas Venskutonis;Albertas Dauksa;Zilvinas Dambrauskas;Rita Gudaityte;Audrius Dulskas;Gediminas Januška;Kestutis Strupas;Tomas Poskus;Aiste Gulla;Rebecca Caruana;Parth K Patel;Ernest CW Ong;Sarfraz Ahmed;Ahmad Ramzi Yusoff;Bahiyah Abdullah;Mohd Fairudz Mohd Miswan;Sui-Weng Wong;Ruhi Fadzlyana Jailani;Nor A Hakim;Hizami Amin Tai;Lee Fei Yee;Ahmad S Yahaya;Nik Q Fathi;Kelvin Voon;Wei Pin Hung;Ruzaimie Noor;Syahrul Anuar Salleh;Muhamad Izwan Ismail;Tan Jih Huei;Rosnelifaizur bin Ramely;Andee Dzulkarnaen Zakaria;Ikhwan Sani Mohamad;Mohd Nizam Md Hashim;Mohamed Shafi MahboobAli;Norhafiza Ab Rahman;Ahmad Faidzal Othman;Mat Salleh Sarif;Feng Yih Chai;Lim See Liang;Razrim Rahim;Sentilnathan Subramaniam;Jin-Jiun Mah;Firdaus Hayati;Aini Fahriza Ibrahim;Yew Chor Kuan;Hans A Mahendran;Abd Jabar Nazimi;Farrah Hani Imran;Roszalina Ramli;Norshamsiah M Din;Tang Seng Fai;Syed Nabil;Mae-Lynn C Bastion;Ian Chik;Shireen A Nah;Sivakumar Krishnasamy;April C Roslani;Peng Soon Koh;Li Ying Teoh;Mee-Hoong See;WeiJin Wong;Yew Toong Liew;Ahmad N Fadzli;Atif Amin Baig;Francesca Chircop;Kurt Lee Chircop;Josephine Psaila;Guillermo Yanowsky- Reyes;Jaime Orozco-Perez;Rafael Santana-Ortiz;Laura G Peña-Balboa;Sergio A Trujillo-Ponce;Raúl A Miranda;Luis A Lara;Jose-Luis Beristain-Hernandez;Juan Roberto Torres Cisneros;Sonia López;Ricardo Arceo-Olaiz;Ernesto Anaya;Francisco J Ochoa C;Bernardo J Gutierreaz-Sougarret;Christian E Soulé-Martínez;Arianne I Lupián-Angulo;Enrique A Sanchez-Valdivieso;Mónica Noguez-Castillo;Dorihela Herappe Mellado;Roberto A Núñez González;José A Ortega Jiménez;José V Pérez-Navarro;Alejandro González-Ojeda;Francisco J Barbosa-Camacho;Paola Flores-Becerril;Isaac Esparza-Estrada;Jose A Guzman-Barba;Emilio A Reyes-Elizalde;Aldo Bernal-Hernandez;Juan C Ibarrola-Peña;Ruben E Moran-Galaviz;Luis R Pacheco-Vallejo;Bertha G Guzmán-Ramírez;Guadalupe Castillo-Cardiel;Luis RRamirez-González;Luis H Govea-Camacho;Antonio Ramos-De La Medina;Mario Trejo-Avila;Erik E Sosa Duran;Victor M Pinto Angulo;Victor Visag-Castillo;Angélica A Soto-Carvajal;Aldo F Izaguirre;Gustavo Martinez-Mier;Luis Hernández Miguelena;Edgard Efren Lozada Hernandez;Francisco Cesar Becerra García;Javier Melchor-Ruan;Noel Salgado-Nesme;Daniel Garay-Lechuga;Omar Vergara-Fernandez;Gabriela Ambriz-González;Alberto N Peón;Alejandro Durán-Méndez;Eduardo N Ortega;Daniela Pérez;Gustavo Salgado-Garza;H Alejandro Rodriguez;Gheorghe A Rojnoveanu;Marin G Vozian;Radu I Gurghis;Petru Caraja;Sarnai Erdene;Erdene Sandag;Soyombo Orsoo;Sergelen Orgoi;Asmae Kinany;Youness Bakali;Slaoui Aziz;Walid Bijou;Hasnae Guechati;Lina Boualila;Bouanani Othmane;Taha I Sefrioui;Rajaa B El Azzouzi;Mohammed Yassaad Oudrhiri;Hajar Bechri;Abdelghafour Elkoundi;Amine Souadka;Amine Benkabbou;Mohammed Anass Majbar;Nezha ElBahaoui;Raouf Mohsine;Ghita El Mohafide;Brahim El Ahmadi;Abdelilah Ghannam;Zakaria Houssain Belkhadir;Anadi Khatri;Prashant Tripathi;Subarna Bhusal;Sunil Munakomi;Frank W Bloemers;Roel Bakx;Mark I van Berge Henegouwen;Suzanne S Gisbertz;Ben FJ Goudsmit;Wouter KG Leclercq;Louisa N Spaans;Niels J Harlaar;Schelto Kruijff;Gabriela A Sansoni;Netanja I Harlianto;Joop L Konsten;Frank C den Boer;Nicole AM Dekker;Donald Schweitzer;Michael JJ Chu;Natalie Allen;Jim Hsu-Shun Wang;Oliver Lyons;Fiona J Carey;Deborah M Wright;Nicholas J Lightfoot;Tiffany C Oliver;Daniel D Wen;Vidit Singh;David C Kieser;Nichola C Wilson;Chris Varghese;Paul V B Fagan;Matthew James McGuinness;Christopher Harmston;Néstor Javier Pavón Gómez;Harissou Adamou;Abdullahi M Kirfi;Dr Mohammed M Abdull;Auwal Adamu;Haruna U Liman;Bello Shahir Umar;Ademola Adeyeye;Oghenekaro S Ifoto;Akinola Akinmade;Keffi Mubarak Musa;Nasir Oyelowo;Musliu Adetola Tolani;Tunde Talib Sholadoye;Alfa Yakubu;Okeoghene M Ajagha;Lovely Fidelis;Oluseyi O Ogunsua;Muhammad Daniyan;Jameel I Ahmad;Ibrahim U Garzali;Musbahu S Kurawa;Mohammad A Mohammad;Sadiq Hassan;Saminu Muhammad;Lawal B Abdullah;Idris U Takai;Mohammed S Aliyu;Saudat G Habib;Misbahu H Ahmad;Sani A Aji;Abdulrazak Ajiya;Collins C Adumah;Omotayo F Salami;Amina Mohammed-Durosinlorun;Stephen Akau Kache;Matthew C Taingson;Joel Amwe Adze;Olajide O Abiola;Julius G Olaogun;Oluwatosin A Akinruli;Philip O Abolanle;Emmanuel I Eze;Danjuma Sale;Barnabas T Alayande;Christopher N Ekwunife;Chukwuma E Okereke;Chinwendum U Ekpemiro;Akinwale Ibrahim Afolabi;Oluniyi O Olubayo;Oluwasuyi E Ige;Olaolu O Adebayo;Ademola T Adebanjo;Ngozi Nwahiri;Abiodun Idowu Okunlola;Olakunle F Babalola;Owolabi D Ojo;Ojo D Dele;Idowu Adebara;Tesleem O Orewole;Paul O Abiola;Abiyere O Henry;Ifeanyichukwu M Chukwu;Olufemi E Idowu;Iloba G Njokanma;Olabamidele A Ayodele;Omolara M Williams;Omolara M Faboya;Thomas Olagboyega Olajide;Ahmed A Salawu;Aloy Okechukwu Ugwu;Justina O Seyi-Olajide;Oluwaseun A Ladipo-Ajayi;Orimisan Belie;Taopheeq B Rabiu;Oluwole Olayemi Olaomi;Onyedika G Okoye;Soliudeen A Arojuraye;Gbenga E Jones;Okechukwu H Ekwunife;Ochonma A Egwuonwu;Chiemelu D Emegoakor;Victor I Modekwe;Olugbenga O Ojo;Simon A Balogun;Temitope O Ajekwu;Henry E Omon;Christopher O Anele;Abdulhafiz O Adesunkanmi;Omotade A Ijarotimi;Edward O Komolafe;Samuel C Ajekwu;Adewale O Adisa;Funmilola O Wuraola;Adebayo M Olugbami;Adewale A Aderounmu;Olubukola O Allen;Akeem A Adeleke;Adedayo O Lawal;Fayowole O Nana;Oluwatoyin O Fadare;Mohammed Maigana;Akaninyene E Ubom;Tajudeen O Mohammed;Amos O Adeleye;Lateef A Baiyewu;James A Balogun;Akinyinka O Omigbodun;Timothy O Aladelusi;Ebere O Ugwu;Oluwole A Ogundoyin;Afieharo I Michael;Tolulope O Ogunrewo;Oluwabukade T Ojediran;Ifeanyichukwu K Egbuchulem;Nelson U Okoh;Olakayode O Ogundoyin;Olubunmi E Odeyemi;James O Eyitayo;Olayinka A Olawoye;Taiwo A Lawal;Olumide D Akinmoju;Rukiyat A Abdus-Salam;Constantine Ezeme;Shekinah Y Williams;Ajibola B Oladiran;Samuel T Oladejo;Izegaegbe O Obadan;Goodluck A Nwachukwu;Samuel A Ademola;Ikechukwu B Ulasi;Chiedozie K A Ikwu;Folake B Lawal;Oghenekevwe E Okere;Adefemi O Afolabi;Olukayode O Abayomi;Olalere O Gbolahan;Adegbolahan J Fakoya;Adebolajo A Adeyemo;Ogunkeyede S Ayodeji;Habiba I Abdullahi;Samuel A Sani;Stephen E Garba;Bilal Sulaiman;Samson Olori;Godwin O Akaba;Esezobor P Egbor;Emeka D Odai;Michael C Ezeanochie;Omorodion O Irowa;Peter I Agbonrofo;Amina L Okhakhu;Ngozi C Onyeagwara;Nnamdi J Nwashilli;Ekene V Ezenwa;Chidiebere Peter Echieh;Hadijat O Raji;Jibril O Bello;Abdulrasheed A Nasir;Lukman O Abdur-Rahman;Ademola A Popoola;Felix O Kumolalo;Uchechukwu O Ezomike;Ndubuisi O Onyemaechi;Bolaji A Akanni;Vincent Chidi Enemuo;Ikechukwu A Nwafor;Ugochukwu U Nnadozie;Aloy Okechukwu Ugwu;Rosemary N Ogu;John I Ikimalo;Kelechi E Okonta;Dabota Y Buowari;Knut Magne Augestad;Gurpreet Singh Banipal;John Massoud;Amur Al Ismaili;Zainab Nasser Al Balushi;Mustafa M Alward;Hilal A Al Sabti;Abdullah S Al-Mujaini;Dhruva Nath Ghosh;Farman Ali;Bashar A Dawud;Sareyah AlSibai;Russell S Martins;Lubna M Vohra;Shoaib Muhammad;Azza Sarfraz;M Tayyab H Siddiqui;Arsalan Pervaiz;Sakina S Abidi;Pawan K Thada;Sidra Aleem;Saud J Choudhry;Eesha Yaqoob;Asad A Kerawala;Muhammad H Chaudhary;Muhmmad A Chaudhary;Mujahid Z Ali;Imran Mazhar;Omer B Khalid;Nabila Kausar;Muhammad I Khokhar;Allah Nawaz;Muhammad U Malik;Adam U A Butt;Abdur Rehman;Muhammad A Ghufran;Lajpat Rai;Sajida Qureshi;Summaya Saeed;Aafia Maqsood;Khursheed A Samo;Zouina Sarfraz;Manahil Jamil;Saad Javed;Tayyab M Khan;Muhammad S Khan;Areeb Khalid;Shahzad A Khan;Ayesha Javed;Muhammad M Khan;Faiqa Zaki;Sajid Malik;Shahneela Manzoor;Mariyah Anwer;Waleed Mabood;Mohammad S Aaghar;Qasim Mehmood;Hassan Waqar;Azwa Janjua;Sobia Manzoor;Ehsan A Khan;Sajeela Murtaza;Muhammad A Anjum;Muhammad S Farooq;Muhammad K Munir;Muhammad S Akhtar;Syed I Bukhari;Shams U Rehman;Faaiz A Shah;Awais A Malik;Shamail A Syed;Imad-ud-din Saqib;Hassan Mushtaq;Kashif Z Mahesar;Muhammad Tariq;Aun Ali;Raza Sayyed;Asrar Ahmad;Noor U H Maria;Ayesha Iqbal;Abdul Rehman;Ahmad U Qureshi;Usman I Butt;Adeel Islam;Rana Danish;Ammar Waqas;Munaza A Javed;Dur-e Zahra;Saqib Ali;Haroon J Majid;Ahsan Irshad;Muhammad A Naseer;Irfan I Nasir;Ali H Bangash;Humera N Altaf;Syed M A Bukhari;Jehangir F Ali;Muhammad Asif;Samiullah K Niazi;Warda Tahir;Muhammad U Aziz;Nabila Talat;Tanwir Khaliq;Abeer Irshad;Muhammad F Ahsan;Shahzad H Waqar;Fatima Mustafa;Mohamad A Banat;Baha G Albaradiyyah;Farah Bilal Shahin;Hamdoon Abu-Arish;Rami A Misk;Rawand Titi;Khalil N Abuzaina;Bashar Y Awad;Mohammad Y Awad;Roa'a M Aljunaidi;Asala Khalil Hasani;Bushra K Pujee;Malak Y Jibreel;Orwa M Abusabha;Saja E Abusabha;Haneen I Eid;Abdalqader A K Wishah;Abdallah Ibrahim AbuJlambo;Mahran Daowd Darweesh;Ameer kh Shehada;Mohammed I Altallaa;Momin M Y Hilles;Abdallah M Alwali;Sewar A Elejla;Ayat A Aljuba;Mahmood R Manasra;Hadeel I Awad;Sajeda y Karkour;Amal M Shawabka;Bara M AbuIrayyeh;Omar A Mousa;Sarah Amro;Fatima I Aburayyan;Tareq Z Alzughayyar;Jihad S Zalloum;Hamdoon J Abu-Arish;Fida K Hussien-Al-Ali;Tamer S Asafrah;Sami D Jabari;Omar Q Heih;Rahaf Haitham Muhtaseb;Malak Y Jibreel;Asala K Hasani;Omar Khaled Alsarahna;Abdelrahman M Alwali;Ahmed Hassan Albelbeisi;Mustafa A Abu Jayyab;Omar H Salloum;Adalberto Yangüez;Reinaldo Isaacs Beron;Mariela G Hurtado;Hugo A Gomez;Fanny Corrales;Kiichiro Matsumura;Alejandro Arévalo;María José Martínez;Brayan D Pedrozo;Rosa I Sánchez;Dulce Añazco;Cristian Chavez;Cesar G Sisa;Herald R Segovia-Lohse;Helmut A Segovia-Lohse;Eduardo R Santacruz;Alejandro G Leiva;Cesar A Cano;Christian M Lozano;Giuliano Borda-Luque;Lucero Torres-Gomez;Ricardo Arones;W Samir Cubas;Carlos J Shiraishi-Zapata;Gian C Mendiola;Joel J Sánchez;Francisco E Berrospi;Glenda M Falcon;Amabelle A Moreno;Aeris Jane D Nacion;Alberto B Roxas;Hazel Z Turingan;Marie Carmela M Lapitan;Claudine Rosario B Lukban;Marie Dione P Sacdalan;Jose Antonio M Salud;Jeryl Anne S R Reyes;Marinelle M Castro;Ron Daniel Rivera;Maymona J Choudry;Noruel Gerard A Salvador;Karol Szyluk;Marcin Bobiński;Karolina Rasoul-Pelińska;Piotr Major;Justyna Rymarowicz;Pawel Miotla;Konrad Futyma;Maciej Walędziak;Sofia G Reis;João T Oliveira;Marisa D Santos;João Rocha-Neves;António Pereira-Neves;Fabio Gomes;Jorge P M Nogueiro;Sara Castanheira Rodrigues;Pedro C Santos;André de Araújo Pereira;Joao Barbosa-Breda;Diogo D Monteiro;Luís Duarte-Gamas;Leandro Nóbrega;Lara R Dias;Carlota Ramos;Rita G Branquinho;Miguel F Cunha;Nelson J Silva;Ana Claudia M Deus;Pedro Azevedo Serralheiro;Ana P Soares;Susana A Henriques;Pedro Botelho;Brigitta Cismasiu;Ana L Barreira;Miguel Ángel Fernández Romero;Paulo Santos-Costa;Cristina Costeira;João M Carvas;Fayez Mohamed Bin Omran;Ejaz A Latif;Ali T Toffaha;Mohammad Sameer;Amjad S Qabbani;Hussam E Elmelliti;Hamzah El Baba;Mohamed T Khalifa;Saif Badran;Mohamed Said Ghali;Maja Konjanoska;Snezhana B Kavain;Biljana Kuzmanovska;Albert Lleshi;Anita Kokareva;Biljana T Kiprijanovska;Vanja Trajkovska;Marta T Nicevska;Aleksandra Gavrilovska-Brzanov;Marjana Burmuzoska;Tatjana Davitkovska;Aleksandra Jakimovski;Filip Kostovski;Biljana Eftimova;Simon Trpeski;Biljana R Korunoska-Merdjanoski;Blagoj T Shuntov;Venko Filipce;Vladimir Rendevski;Anita Fileva;Toni Risteski;Sofija Pejkova;Gordana Georgieva;Blagoja Srbov;Bisera Nikolovska;Stavridis A Sotir;Katerina Kasapinova;Ioan Alexandru Florian;Radu Drasovean;Mihai-Stefan MA Muresan;Florin Grama;Andrei Chitul;Cosmin Bezede;Emilica Ciofic;Daniel Cristian;Elena Adelina Toma;Valentin Calu;Adrian Miron;Octavian Enciu;Ionut Negoi;Ionut Bogdan Diaconescu;Bogdan Stoica;Mihai G Stefan;Liana Valeanu;Raluca Bievel Radulescu;Nicolae Gh Bacalbasa;Natalia Motas;Madalina C Iliescu;Veronica Manolache;Mihnea Davidescu;Andreea-Madalina Serban;Sebastian N Ionescu;Eduard-Alexandru Bonci;Andrei Pasca;Roxana A Coman;Ioan-Catalin Vlad;Sorinel Lunca;Ana-Maria Musina;Natalia Velenciuc;Gabriel Dimofte;Octav Ginghina;Radu Mirica;Razvan Iosifescu;Andrei B Vacarasu;Mara Mardare;Andrada Spanu;Silviu-Tiberiu Makkai-Popa;Vlad V Porumb;Stelian S Mogoanta;Narcis O Zarnescu;Radu V Costea;Eugenia C Zarnescu;Ayrat Kaldarov;Vasily I Kaleda;Tatiana A Kremenchugskaya;Sergey K Efetov;Vladimir V Balaban;Andrey Litvin;Nikita N Burlov;Gleb Khrykov;Aleksandr G Butyrskii;Khasan E Dzhumabaev;Igor V Pravosudov;Pavel A Ermolaev;Arkady L Bedzhanyan;Yulia V Frolova;Yurii Kudryavcev;Konstantin Kim;Tatyana Mikhaylova;Vyacheslav Ten;Alexey Yanishev;Anastasia Novikova;Rostislav Pavlov;Gleb Kim;Dmitry Shmatov;Maxim Stolyarov;Evgeniy S Drozdov;Petr Mikhailovich Chavkin;Mahir Gachabayov;Irénée Niyongombwa;Stephen P Bennett;Christophe Mpirimbanyi;Jean Bosco Katabogama;Hirwa Aime Dieudonne;Ainhoa Costas-Chavarri;Fidele Byiringiro;Eugene Muneza;Nzabamwita Liliane;Kubwimana Olivier;Severien Muneza;Lee-Min Lai;Alshahrani Mushabab Ali;Saeed Baradwan;Mohammad K Alam;Nasser A N Alzerwi;Arif Hussain;Umar Rahim Bakhsh;Abdullah Alkhayal;Mohammed H Alnasser;Rajkumar Rajendram;Yadullah Syed;Hattan F Dagestani;Abdullah T Eissa;Munira A Al Suwailem;Ali H Farsi;Deema Farsi;Nadim Malibary;Abdulmalik Altaf;Mohammed Basendowah;Saleh S Baeesa;Nouf Y Akeel;Nora Hatem Trabulsi;Abdullah M Bahakim;Khalid Bajunaid;Mohammed H Bangash;Mohammed Alharthi;Murad Aljiffry;Abdulrahman J Sabbagh;Nasir M Bustangi;Basmah S Altuwayjiri;Amani m Alhaddad;Mohammed A Ghunaim;Ali A Samkari;Mohammed A Elzain;Ahmed Y AlAmeer;Dauda Bawa;Hadeel A Ghunaim;Abdulrhman A Ghunaim;Hind Waleen M Mousa;Abdulrhman Saleh Almulhim;Abdulaziz M Alshammari;Mohammed Abuzaid;Emad J Al Absi;Mohammed Abdulrazzaq Al Duhileb;Al Duhileb;Nora E Almana;Ali A Alzahir;Fozan Abdulqader Aldulaijan;Tariq Madkhali;Turki F Alshammari;Bikheet Moh Almatar;Salman Mufareh Ghazwani;Amal A Hamid;Soliman F Ghedan;Amal Alhefdhi;Osama Alomar;Ismail Al-Badawi;Hani Salem;Ahmed Abu-Zaid;Ahmed Nazer;Ahmad K Alnemare;Musaed F Rayzah;Ahmed M Alzahrani;Saad M Alqahtani;Anas A Hasson Alnajjar;Mohammad Alyami;Amar Faisal Elawad;Mashhour H Alqannas;Delia Cortes-Guiral;Yousef S Alalawi;Ahmad S Alayed;Youssef A Alishi;Sharfuddin Chowdhury;Raed Almannie;Thamer Nouh;Mohammed N AlAli;Ahmad M Almalki;Kaleem Ahmed;Abdullah E Kattan;Abdu Hasan Ayoub;Eyad I Al-Kharashi;Fahad Khalid Aljaber;Abdullah H Alghamdi;Ibrahim Al Hasan;Fatima Ahmed Badahdah;Jubran J Al Faifi;Abdullah A Albarrak;Abdou Niasse;Abdourahmane Ndong;Nikola Slijepcevic;Ivan Paunovic;Vladan Zivaljevic;Stefan Kmezic;Aleksandar M Sekulic;Jelenko R Jelenkovic;Ivan B Dimitrijevic;Goran I Barisic;Marko M Miladinov;Zeljko Z Grubac;Boris S Tadic;Nikola Grubor;Ivana Pavlovic;Milorad Reljic;Milica D Mitrovic;Dusan Micic;Zlatibor Loncar;Pavle Gregoric;Aleksandar Karanikolic;Milan D Perovic;Drago Jelovac;Rosanda V Ilic;Aleksandar D Miljković;Ivan Bogdanovic;Ana D Jotic;Lazar Davidovic;Uros Bumbasirevic;Nebojša J Prijović;Veljko Santric;Branko M Stankovic;Dejan D Stevanovic;Aleksandar V Lazic;Nebojsa D Mitrovic;Dragana D Zivkovic;Ivan Z Markovic;Marko N Buta;Merima R Goran;Dragana R Radovanovic;Zoran Radovanovic;Sanja Zahorjanski;Aleksandar Djermanovic Mladjan Protic;Milana Kresoja-Ignjatović;Mladen Djurić;Mikan R Lazovic;Sinisa V Ducic;Bojan M Kovacevic;Jovana M Bojicic;Jovan T Juloski;Igor Krdzic;Vladan Z Milutinovic;Chi Wei Mok;Doris Mae Dimatatac;Ker-Kan Tan;Bettina Lieske;Shuxun Lin;Han Boon Oh;Sabrina Ngaserin;Frederick H Koh;Faith Qi Hui Leong;Tousif Kabir;Jeffrey J Leow;Ming Ngan Aloysius Tan;Wei-Wen Ang;Vishal G Shelat;Radoslav MorochoviÄ;Kristián šimko;Ladislav Czako;Branislav Gális;Michal Vavro;Bronislava Dvoranová;Marek Soviš;Ivana Vidová;Miran Rems;Jurij A Kosir;Ales Tomazic;Jan Grosek;Tajda Kosir Bozic;Ismail M Hersi;Abdifatah D Ali;Abdisamad A Aidid;Abas A Farah;Asma M sh Ahmed;Vered Lack;Maria Fourtounas;Christo Kloppers;Naser Almgla;Eugenio Panieri;Francois Malherbe;Timothy C Hardcastle;Reinier Swart;Colin B Noel;Asha Franciska Malan;Corné PG Nel;Carolina Lugo;Alfonso Lagares;Cristina Ojeda-Thies;Marta Paniagua García-Señoráns;Vincenzo Vigorita;Laura Rodríguez Fernández;Oscar Cano-Valderrama;Andrea Jiménez Salido;Luis Angel Suarez Gonzalez;Sara Busto Suarez;Mateo Hevia;Mario de Arriba Alonso;Teresa Renedo Villar;Isabel Valentín-Gamazo González;Jacobo Trebol;Miguel Mayo-Yáñez;Cristina Barrena López;Ana Sánchez Mozo;Octavio Arencibia;Daniel Gonzalez Garcia-Cano;Leticia Gómez Viana;Ladislao Cayetano Paniagua;Carolina Martinez-Perez;Antonio Melero Abellán;Carolina S Romero;Juan C Catalá;Bernardo Núñez-García;Antonio Gimenez Gaibar;Natalia Álvarez García;Josep M Muñoz Vives;Aránzazu Calero-Lillo;José M Villacampa;Víctor Domínguez-Prieto;Virginia Jiménez Carneros;Laura Alonso-Lamberti;Alba Manuel-Vazquez;Ainhoa Valle Rubio;Julio Domenech;Ignacio Miranda;Hanna Perez Chrzanowska;Lucila Marquez;Albert Baduell;Mariano Balaguer-Castro;Pilar Camacho Carrasco;Marina Cámara Vallejo;Borja Campuzano Bitterling;Anna Carreras-Castañer;Guillem Claret;Francisco J Cuesta-González;Alberto Di Somma;Joaquim Enseñat Nora;Neus Fabregas;Ada Ferrer Fuertes;Abel Ferrés;Cesar Ginesta;Jose J Gonzalez Sanchez;Isabel Gracia;Jhon A Hoyos Castro;Montsant Jornet-Gibert;Xavier Morales;Alejandra Mosteiro-Cadaval;Leire Pedrosa;José Poblete Carrizo;Marina Renau-Cerrillo;Luis A Reyes Figueroa;Pedro Roldan Ramos;Jordi Rumià Arboix;Marta Sabater-Martos;Ramon Sieira-Gil;Thomaz E Topczewski;Jorge Torales;Ramon Torné;Pere Torner;Victor Turrado-Rodriguez;Ricard Valero;Marian Vives-Barquiel;Marta Suñer Campanales;Raúl Jiménez Aguilar;Adriana Bravo;Sergio Giles;Daniel Martín Barreda;Marc Ferrer;Lorena Gómez López;Maria F Peraza Godoy;Roger Pujol Muncunill;David Gutierrez Medina;Yury Postnikov;Alfonso Alías Petralanda;Montserrat Monfort-Mira;Xavier Carreras-Castañer;Luis J Ramirez;Alba Torroella-Vallejo;Borja de Lacy;Clara Chimeno Pigrau;Eloy García Diez;Carles Martí Pagès;Rocío Gallego Sobrino;Caribay Vargas;Érica A Segura Nebot;Jesús D Narvaez;Oscar Ares;Alonso Zumbado;Salvador E Madariaga;Maria M Llompart Coll;Leticia Torres Iñiguez;Carolina González;Justo Gómez;Paula Dominguez;Carolina Montoya;Mariona Balart;Miguel del Pino;Oscar García Lillo;Ricardo Ostilla;Saúl Palomino-Chulla;Manuel López-Baamonde;Barbara Burgos-Blasco;Jana Dziakova;Jaime Rodriguez de Alarcon;Beatriz Vidal-Villegas;Ignacio Cristóbal;Jose M Martinez-de-la-Casa;Rafael Badenes;David Moro-Valdezate;Beatriz De Andrés-Asenjo;Juan Bustamante-Munguira;Héctor J Aguado;Nuria Ruiz-Lopez;Adela Pereda-Manso;Yolanda Carrascal;María Bragado González;Elvira Mateos Álvarez;Juan Berrocal Cuadrado;Sergio Chávez Valladares;Bárbara Segura Méndez;Clarisa Simon-Perez;Virginia Garcia-Virto;Begoña A Alvarez-Ramos;M Carmen Cervera;María Plata;Ana Zabalza;Gregorio de J Labrador Hernández;Jeancarlos Trujillo-Díaz;Dolores Arribas;Giulia Vitiello;Santiago Sánchez-Cabús;Heura Llaquet-Bayo;Cristina Martin-Villares;Ana Minaya-Bravo;Manuel Medina;Enrique Gonzalez;Ana Sánchez-Gollarte;Armando Galvan Perez;Miguel Ruiz Marín;Emny R Bobadilla Romero;Milagros Carrasco Prats;Clara Giménez-Francés;Rebeca Gonzalez;Marta M Arroyo-Domingo;Jesús A Marínez-Alonso;Alejandra Jara Maquilón;Laura Guillamon-Vivancos;Ana Isabel Avellaneda Camarena;Alfonso Capitan;Enrique Viviente Rodriguez;Alfonso Marco-Garrido;Marta Roldón Golet;Mercedes Estaire-Gómez;Francisco Javier Redondo Calvo;Luis Sánchez-Guillén;Álvaro Soler-Silva;Olga Mateo-Sierra;Begoña Quintana-Villamandos;Manuel Tousidonis;Florencio M Marin;Pablo Rodriguez Garcia;Miguel A Freiria Eiras;Marc Vallve-Bernal;Silvia Bleda;Joaquin De Haro;Paula Troncoso;Juan C Martín del Olmo;Juan R Gómez-López;Melody García Domínguez;Jose M Morales-Puebla;Isabel López-García;Jorge Escartin;Issa Talal El-Abur;David García Aguilera;Oriol Martin-Sole;Sonia Pérez-Bertólez;Irene de Haro Jorge;Oscar Izquierdo Corres;Ismael Mora-Guzmán;Jose R Oliver Guillen;Alina Lopez de-Fernandez;Beatriz Fernandez-Velilla San-Jose;David Julià Bergkvist;Laura Ruiz-Villa;Eduardo González Marín;Alba Vázquez Melero;Lorena Varela;Mikel Prieto Calvo;Ibabe Villalabeitia Ateca;Arkaitz Perfecto;Patricia Alonso Carnicero;Elena Aranda;Patricia Martin-Playa;Leire Aparicio Elizalde;Yaiza Galvañ;Julio Plata-Bello;June Fernández-Fernández;Aida C Rahy-Martín;Clara Rosas-Bermúdez;Maria Pelloni;Marcello Di Martino;Jorge Prada Pendolero;David Díaz Pérez;Manuel Losada;María García-Conde;Beatriz Diéguez;Miguel Hernandez-Garcia;Francisco Ripoll Vidal;Jon Zabaleta;Alvaro Sánchez Barrueco;Pablo Beltran-Miranda;Jose M Morales-Puebla;Jenny Guevara-Martínez;Pablo C Arteaga Asensio;Sef Saudí;Ursula M Jariod-Ferrer;Maria V Duque-Mallén;Miguel A Dobon;Carlos Gracia-Roche;Fernando Mendoza-Moreno;Nelson Morales Palacios;Manuel Diez-Alonso;Belen Matías-García;Lucía Diego;Alma Blázquez-Martin;Patricia Burgos-Blasco;Diego Ramos;Emilio Berna-Rico;Luis Ley;Fátima Sánchez-Fernández;Laura Del Río-Arroyo;Rafael Barberá;Alberto Cabañero Sánchez;Alberto G Barranquero;Lourdes Montes-Jovellar;Francisco J Tejero-Pintor;Javier Mata Estévez;Enrique Colás-Ruiz;Beatriz Gomez-Perez;Joaquin Moya-Angeler;Ana Delegido;Pedro José Gil Vázquez;Felipe Alconchel;Vicente J León-Muñoz;Tatiana Nicolás López;Jose Pintor-Tortolero;Luis Tallon-Aguilar;Sandra Dios-Barbeito;Luis C Capitán;Juan-Carlos Gomez-Rosado;Luis C Capitán-Morales;Aitor Landaluce-Olavarria;Javier Ripollés-Melchor;Ane Abad-Motos;Elena Sáez-Ruiz;Alicia Ruiz-de-la-Hermosa;Antonio Perez-Ferrer;Manuel Moriche-Carretero;Remedios Revilla-Amores;Daniel Serralta de Colsa;Benito Alcaide;Rubén Martín-Láez;Emiliano Cano-Trigueros;Víctor Soria-Aledo;Nuria Aguado;Juan J Segura-Sampedro;Susana González-Suárez;Martin Espinosa-Bravo;Jorge H Nuñez;Ramon Vilallonga;Antonio Gil-Moreno;Daniel Gil-Sala;Eloy Espin-Basany;Ruth Blanco-Colino;Manuel Lopez;Jacob Motos Micó;Oshan Basnayake;Umesh Jayarajah;Naveen S Wijekoon;Indu A Jayawardane;Duminda Subasinghe;Sanjeewa A Seneviratne;Dakshitha P Wickramasinghe;Pramodh Chandrasinghe;Sujeewa PBThalgaspitiya;Anuradha B Jayathilake;Wasantha Wijenayake;Israa A Omer;Eman Elsadig Mustafa;AlQasim Mohammed Ahmed Abdallah;Ali A Ali;Ghalib N El Hunjul;Deema Mohamedfagir Osman Mukhtar;Mustafa Mohamed Ali Hussein;Abdoalsalam Shogar;Muneeb E Abdallah;Abdalkader Shaar;Mohamed Nafea shaar;Mohamad khaled kora;Khadija Ala Muhmmed;Monira Mohammed Sarih;Mohammed E A Omer;Moyasar A Idris;Osama S Osman;Elharith MA Alawad;Mustafa Abdalla Bakhit Ebad;Ahmed M Ibrahim;Khider Altayeb Bakheet Abass;Alshareef Bakri Yousif Mohamed Nour;Hytham K S Hamid;Khabab Abbasher Hussien Mohamed Ahmed;Mohja Elsheikh Obeid Ibrahim;Abubaker M Yassin;Salma Esam Mohamed Elhassan Abdelrahman;Adnan Ayman Alnaser;Tarig M Taha;Mohammed E A E Adam;Abdelkareem AAhmed;Mustafa Abdalla bakhit Ebad;Mohammed Ahmed Idrees Saadelnour;Ali Mohamed Ahmed Adlan;Azzain Ismail;Elmustafa Alkhalifa;Ibrahim Ali Mohamed Abdalaal;Tarig Fadalla;Mohamed Yahia Ibrahim;Elaf A Hamdoun Aziz;Muhsin Mohammed E A Mohammed;Tasneem A Mohamed;Ali Alsaeed Ali Alhag;Rayan Ibrahim Hamid Mohamed;Salih Boushra Hamza;Mohamed Abdelazim Mohamed Ali;Nidal Youseef A A Ahmed;Albrra Alhag Mohamed Alhag;Mahmoud Saleh;Elmustafa Alkhalifa;Monir Jawad;Anders Thorell;Josefin Segelman;Rebecka Hultgren;Peter Elbe;Michelle S Chew;Shahin Mohseni;Pamela Buchwald;Andreas Älgå;Gabriel Sandblom;Martin Nordberg;Malin Sund;Martin Rutegård;Maziar Nikberg;Francesco Mongelli;Matteo Di Giuseppe;Andrea Papadia;Maria Luisa Gasparri;Morena Antonilli;Sotirios-Georgios Popeskou;Nicola Colucci;Eleftherios Gialamas;Oliver Dwidar;Marc-Olivier Sauvain;Christine F Maurus;Gregor J Kocher;Lukas W Widmer;Simon A Mueller;Roland Giger;Sara-Lynn Hool;Michel Adamina;Georgios Peros;Merima Misirlic;T Bächler;Daniel Schöni;Anas Taha;Jörn-Markus Gass;Thomas Giesen;Daniel Gero;Silvio Däster;Savas D Soysal;Stephanie Taha-Mehlitz;Athanasios Tampakis;Gabriel F Hess;Fabio Nocera;Otto Kollmar;Martin Bolli;Mazen A Mohammad;Anas M Bakdash;Ramez KH Aljasem;Amer A Rahhal;Mohamad A Shareeda;Anas O Nyno;Mahran Adnan kahawati;Bassiel Alchiekh Yassien;Bayan Alsaid;Reham M Bnayan;Basel S Kouz;Mohammad Eyad Takahji;Zein Fouad Hasan;Aalaa Abduljalil;Nawras MAlhalabi;Mohamad Basher A Al Jammal;Diana N Alia;Muhannad Homsi;Joseph Masri;Ruqaya J Masri;Tayf Toutounji;Marwan Al Aliwy;Nasrullah Kabbani;Lama Kadoura;Dana Sultan;Luma Haj Kassem;Houmam Mohamad Al-Naeb;Maher M Al-Hajjaj;Wael Alkhaleel;Sarya Swed;Mohammad Yusuf Naal;Salim Tfankji;Mohammad Husein Rajab Almohammed;Mohammad Hassan Nabhan;Ahmad Al-Mouakeh;Mahfoud M Najjar;Ahmad Alhashash;Ahmad Ghazal;Mhd Obai Alchallah;Homam Alolabi;Muhammad Omar ElHomsi;Omar Rayes;Weaam K Ezzdean;Antoine Naem;Salma MHD Mazen Al-Houssami;Bardisan S Gawrieh;Alaa Hamdan;Naya Talal Hassan;Ali M Hammed;Elias George Elias;Aline Ali Ahmad;Mohammed Amr Knifaty;Ahmed M Moussa;Iddrisu Baba Yabasin;Jun-Neng Roan;Chao-Jung Shih;Po Chuan Chen;Varut Lohsiriwat;Vorapong Phupong;Suphakarn Techapongsatorn;Avery M Lalchan;Shane Charles;Bouchahda Rim;Malek Bouhani;Montassar Ghalleb;Amine Chamakhi;Amine Sebai;Nesrine Ben hadj dahman;Houssem Ammar;Mohamed Amine Said;Nahla Kechiche;Afag Aghayeva;Onur Dülgeroğlu;Volkan Ozben;Erman Aytac;Deniz Atasoy;Akif Enes Arikan;Halil Kara;Nasuh U Dogan;Asli Bostanci;Murat Turhan;Ozlenen Ozkan;Ersin G Dumlu;Ebru Menekşe;Volkan Oter;Erol Piskin;Ismail Hasirci;Muhammet Kadri Colakoglu;Erdal Birol Bostanci;Yigit Mehmet Ozgun;Behic Girgin;Serap Erel;Sibel Demirel;Özge Yanik;Ibrahim Ethem Gecim;Mehmet Ali Koc;Cihangir Akyol;Volkan Güner;Can Konca;Figen Batioğlu;Musluh Hakseven;Tayfun Toptas;Yener Aydin;Ali B Ulas;Ilker Ince;Yuksel Altinel;Serdar Demirgan;Serhat Meric;Mehmet Salih Sevdi;Candas Ercetin;Sina Ferahman;Husnu Aydin;Ahmet Cem Dural;Nuri A Sahbaz;Omer Yalkin;Murat Sen;Ozgen Isik;Ahmet Tuncay Yilmazlar;Tayfun Bisgin;Banu Yigit;Arda Isik;Sezai Leventoglu;Hüseyin bayhan;Mehmet Z Buldanli;Murat Gultekin;Omer Cennet;Ertekin U Unal;Mehmet Çağlar Çakici;Ayberk Iplikci;Asif Yildirim;Ilker Ozgur;Comert Sen;Muserref B Dincer;Ergin Erginöz;Ahmet Necati Sanli;Akif Turna;Ahmet Askar;Server Sezgin Uludağ;Cem E Guldogan;Mehmet M Ozmen;Mehmet A Bozkurt;Adem özcan;Yasin Kara;Ali Kocataş;Ali Guner;Ramazan Sari;Ecem Memisoglu;Kemal T Saracoglu;Yasin Tosun;Kenan Çetin;Erkan Kalafat;Cagatay Taskiran;Dogan Vatansever;Burak Giray;Ozan C Tatar;Hande Köksal;Mehmet Serkan Özkent;Mehmet E Ulutaş;Mustafa B Hamarat;Bora Coskun;Aykhan Abbasov;Ezgi Altinsoy;Tevfik Kivilcim Uprak;Ayten Saracoglu;M Umit Ugurlu;Emin Kose;Utku Ozgen;Ugur Sungurtekin;Emre Gonullu;Zulfu Bayhan;Emrah Akin;Baris Mantoglu;Elif Colak;Gultekin Ozan Kucuk;Cemil Yuksel;Ferit Aydin;Lutfi Dogan;Serdar Culcu;Aydin Eray Tufan;Bulent Citgez;Göksever Akpinar;Ülkü C Köksoy;Hanife Seyda Ulgur;Murat Kalin;Omer Faruk Ozkan;Muhammed Kadir Yildirak;Semra Demirli Atici;Semra Salimoğlu;Burcin Abud;Bulent Calik;Erdinc Kamer;Eyup Kebabci;Ufuk Uylas;Kenan Teker;Guldeniz Karadeniz Cakmak;Fatma Ayca Gultekin;Okedi Francis Xaviour;Otolia Isaac;Turinawe Gaston;Daniel Asiimwe;Bienfait Mumbere Vahwere;Franck Katembo Sikakulya;Herman Lule;Henry Mark Lugobe;Hervé Monka Lekuya;Christine Namugenyi;Ronald Kiweewa;Muhangi Bosco;Ihor Yovenko;Viacheslav Kopetskyi;Bogdan Maksymenko;Sattar Alshryda;Sabina A Khan;Amit Vasantrao Padvi;Mohamed A Serour;Shamim Ahmad Beigh;Hisham M Elsayed;Awadelkarim O Mohamed;Vikram Somashekhar Basappanavar;Amna S Al-Wandi;Kareem S Khalil;Muhammad Umar Younis;Hayder S Abdulhadi Al Saadi;Ginan K Heidan;Ravi K Trehan;Justin Davies;James Ashcroft;Grant D Stewart;Fanourios Georgiades;Amer J Durrani;Stephen J Price;Kai Yuen Wong;Amit Agrawal;Matthew KT Seah;Marwa M E Saad;Nicholas Segaren;Marios Ghobrial;Anita Balakrishnan;Parto Forouhi;Wasim S Khan;James Wheeler;Andrew G Schache;Dimitrios P Katsikostas;Dimitrios Angelou;Adam J Fell;Rana Madani;Shiva Dindyal;Shaikh S Seraj;Premalatha Sharavanan;Muhammad R Iqbal;Nicholas J Wong;William B Lo;Wai C Soon;Dalia Hammouche;Jonathan DE Lee;Max J Pachl;Dinesh Alexander;Shoaib Ahmad;Hannah L Morley;David Selwyn;Jonathan Wareing;Vlasios Oktseloglou;Peter Bobak;Lisa S Rampersad;Mazin Mohamed;Mandeep Kaur;Antonios Athanasiou;Benjamin P Martin;Tarik S Jichi;Tim JP Batchelor;Sophie Rozwadowski;Sarveen Maniarasu;Parisah K Seyed-Safi;Vladislav Kutuzov;Hemina B Shah;Toby M Noton;Nina Jyne Minette Dela Cruz;Neev Trehan;Evripidis Tokidis;Matthew H V Byrne;Stuart C Winter;Rui Pinto-Lopes;Aswathy Pavithran;Ahmad O Khalifa;Nicola J Eardley;Rami Ashour;Jacqueline D Steinke;Husayn D Esmail;Matthew N Bence;Samuel T Walters;Tosin O Akinyemi;Sathya Lakpriya;Nader N Moawad;Pedram Panahi;Joshua Lau;Stephen McAleer;Adeyinka Laoye;Abdulzahra Abdulsamad Hussain;Muneeb Zafar;Mohammed H Elsheikh;Daniel A Shaerf;Fiammetta Soggiu;Abaris Massoumi;Hemant D Sheth;Fahed Gareb;Mark W Yao;Mubasher A Qamar;Clarissa E H Fang;Michael S Greenhalgh;Alexander Hunt;Emmanuel O Oladeji;Miles W Benjamin;Philip Beak;Fraser J Rae;Joanna M S Aithie;Gareth W J Clarke;Darmarajah Veeramootoo;Alex J Ashman;Ehab E Kahka;Tanvir Rafe;PANNA K PATEL;Hatim Albirnawi;Mark Katory;Ann Fisher;Sunil J Amonkar;Pawan Kumar Dhruva Rao;David J Holroyd;Edward J Caruana;Andreas 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Kaplan;Niels D Martin;Caoimhe C Duffy;Sultan S Abdelhamid;Brian J Daley;Christina L Roland;Ryan P Dumas;Vin Shen Ban;Aashish Rajesh;Mark G Davies;Prabhudev P Purudappa;Camila B Walters;Nicole Lin;Nensi M Ruzgar;Sarah J Ullrich;Ivan Trostchansky;Fernando Bonilla-Cal;Fabiola Castedo;Helena Sobrero;Gastón Acuña;Sofía M Álvarez;Josefina Tarigo;Ana C Carbajal;Ana Carbajal;Antonio R Reyes;Fatima A Al-Eryani;Nardeen N Alqousi;Zainab Alattas;Rafat A Al-Saban;Mohammed M Al-Shehari;Nawal T ALHammadi;Sarah A Shream;Hamza M Al-Naggar;Lina M Al-Qalisi;Areej E Nadeesh;Hytham H Al-Samawi;Hadeel M Bajjah;Saba A AL-Ameri;Jamal F Albably;Rana A Ghannam;Amatallah H Shamsan;Abdullah A Meead;Riham Q Al- Zubaidi;Mohammed A Zulait;Halah Najeeb;Musaed M Alsayadi;Seham K Al-Mashreqi;Najla A Al-Jomai;Ramzi A Alsayadi;Moath M Al-Naggar;Hassan A Almarashi;Hasna M Musaeed;Ibrahim M Al-Raimi;Hossam N Ghanem;Karim A Al-Zazay;Shehab A AL-Mahdi;Amatalaleem S Almontaser;Vanessa A S Savopoulos;James Munthali;Kizito M C Kabongo;Willard Mushiwokufa;Allan Ngulube;Crispin Ntoto;Praise T Magama;Daniel Dzinotyiwei;Shelton K Chivanga;Ngqabutho S Dube;Ernesto C Sanchez;Assel T Moyo;Antony Chengahomwe;Simbarashe Chinyowa;Maphios Siamuchembu;Tafadzwa Bondera;Trust Mushawarima
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 clinicians (23 [33%] 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 [89·0–88·0]), 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.
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11562/1079487
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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.