| No | 1st Author | Year | Journal | institute | country | WoS Categories | Citation | Pubmed | | |
| 1 | Pollard, Tom J.(U.S) | 2018 | Sci. Data | MIT(U.S) | U.S | Multidisciplinary Sciences | 357 | 30204154 | | |
| 2 | Komorowski, Matthieu(U.K) | 2018 | Nat. Med. | Imperial Coll London(U.K) | U.K | Biochemistry & Molecular Biology; Cell Biology; Medicine, Research & Experimental | 355 | 30349085 | | |
| 3 | Churpek, Matthew M.(U.S) | 2016 | Crit. Care Med. | Univ Chicago(U.S) | U.S | Critical Care Medicine | 296 | 26771782 | | |
| 4 | Nemati, Shamim(U.S) | 2018 | Crit. Care Med. | Emory Univ(U.S) | U.S | Critical Care Medicine | 288 | 29286945 | | |
| 5 | Scicluna, Brendon P.(Netherlands) | 2017 | Lancet Resp. Med. | Acad Med Ctr(Netherlands) | Netherlands | Critical Care Medicine; Respiratory System | 211 | 28864056 | | |
| 6 | Desautels, Thomas(U.S) | 2016 | JMIR Med. Inf. | Dascena Inc(U.S) | U.S | Medical Informatics | 210 | 27694098 | | |
| 7 | Baloglu, Ulas Baran(Turkey) | 2019 | Pattern Recognit. Lett. | Munzur Univ(Turkey) | Turkey | Computer Science, Artificial Intelligence | 186 | aaa | | |
| 8 | Pirracchio, Romain(U.S) | 2015 | Lancet Resp. Med. | Univ Calif Berkeley(U.S) | U.S | Critical Care Medicine; Respiratory System | 179 | 25466337 | | |
| 9 | Harutyunyan, Hrayr(U.S) | 2019 | Sci. Data | USC Informat Sci Inst(U.S) | U.S | Multidisciplinary Sciences | 173 | 31209213 | | |
| 10 | Johnson, Alistair E. W.(U.S) | 2016 | Proc. IEEE | MIT(U.S) | U.S | Engineering, Electrical & Electronic | 162 | 27765959 | | |
| 11 | Claassen, Jan(U.S) | 2019 | N. Engl. J. Med. | Columbia Univ(U.S) | U.S | Medicine, General & Internal | 161 | 31242361 | | |
| 12 | Sinha, Mridu(U.S) | 2018 | Clin. Microbiol. Rev. | Univ Calif San Diego(U.S) | U.S | Microbiology | 148 | 29490932 | | |
| 13 | Acharya, U. Rajendra(Singapore) | 2018 | Futur. Gener. Comp. Syst. | Ngee Ann Polytech(Singapore) | Singapore | Computer Science, Theory & Methods | 147 | aaa | | |
| 14 | Koyner, Jay L.(U.S) | 2018 | Crit. Care Med. | Univ Chicago(U.S) | U.S | Critical Care Medicine | 144 | 29596073 | | |
| 15 | Esfandiari, Nura(Iran) | 2014 | Expert Syst. Appl. | Islamic Azad Univ(Iran) | Iran | Computer Science, Artificial Intelligence; Engineering, Electrical & Electronic; Operations Research & Management Science | 144 | aaa | | |
| 16 | Fleuren, Lucas M.(Netherlands) | 2020 | Intensive Care Med. | Vrije Univ Amsterdam(Netherlands) | Netherlands | Critical Care Medicine | 143 | 31965266 | | |
| 17 | Mao, Qingqing(U.S) | 2018 | BMJ Open | Dascena Inc(U.S) | U.S | Medicine, General & Internal | 141 | 29374661 | | |
| 18 | Liang, Wenhua(China) | 2020 | Nat. Commun. | Guangzhou Med Univ(China) | China | Multidisciplinary Sciences | 135 | 32669540 | | |
| 19 | Meyer, Alexander(Germany) | 2018 | Lancet Resp. Med. | Deutsch Herzzentrum Berlin(Germany) | Germany | Critical Care Medicine; Respiratory System | 130 | 30274956 | | |
| 20 | Clark, Michelle M.(U.S) | 2019 | Sci. Transl. Med. | Rady Childrens Inst Genom Med(U.S) | U.S | Cell Biology; Medicine, Research & Experimental | 129 | 31019026 | | |
| 21 | Raita, Yoshihiko(U.S) | 2019 | Crit. Care | Harvard Med Sch(U.S) | U.S | Critical Care Medicine | 128 | 30795786 | | |
| 22 | Levin, Scott(U.S) | 2018 | Ann. Emerg. Med. | Johns Hopkins Univ(U.S) | U.S | Emergency Medicine | 128 | 28888332 | | |
| 23 | Johnson, Alistair E. W.(U.K) | 2013 | Crit. Care Med. | Univ Oxford(U.K) | U.K | Critical Care Medicine | 126 | 23660729 | | |
| 24 | Meizlish, Matthew L.(U.S) | 2021 | Blood Adv. | Yale Sch Med(U.S) | U.S | Hematology | 118 | 33635335 | | |
| 25 | Peiffer-Smadja, N.(U.K) | 2020 | Clin. Microbiol. Infect. | Imperial Coll London(U.K) | U.K | Infectious Diseases; Microbiology | 114 | 31539636 | | |
| 26 | Purushotham, Sanjay(U.S) | 2018 | J. Biomed. Inform. | Univ Southern Calif(U.S) | U.S | Computer Science, Interdisciplinary Applications; Medical Informatics | 113 | 29879470 | | |
| 27 | Bihorac, Azra(U.S) | 2019 | Ann. Surg. | Univ Florida(U.S) | U.S | Surgery | 109 | 29489489 | | |
| 28 | Sanchez-Pinto, L. Nelson(U.S) | 2018 | Chest | Northwestern Univ(U.S) | U.S | Critical Care Medicine; Respiratory System | 107 | 29752973 | | |
| 29 | Edlow, Brian L.(U.S) | 2021 | Nat. Rev. Neurol. | Massachusetts Gen Hosp(U.S) | U.S | Clinical Neurology | 102 | 33318675 | | |
| 30 | Hyland, Stephanie L.(Switzerland) | 2020 | Nat. Med. | Swiss Fed Inst Technol(Switzerland) | Switzerland | Biochemistry & Molecular Biology; Cell Biology; Medicine, Research & Experimental | 102 | 32152583 | | |
| 31 | Perotte, Adler(U.S) | 2014 | J. Am. Med. Inf. Assoc. | Columbia Univ(U.S) | U.S | Computer Science, Information Systems; Computer Science, Interdisciplinary Applications; Health Care Sciences & Services; Information Science & Library Science; Medical Informatics | 102 | 24296907 | | |
| 32 | Kam, Hye Jin(South Korea) | 2017 | Comput. Biol. Med. | Asan Med Ctr(South Korea) | South Korea | Biology; Computer Science, Interdisciplinary Applications; Engineering, Biomedical; Mathematical & Computational Biology | 101 | 28843829 | | |
| 33 | Gasparrini, Andrew J.(U.S) | 2019 | NAT. MICROBIOL | Washington Univ(U.S) | U.S | Microbiology | 100 | 31501537 | | |
| 34 | Zhang, Zhongheng(China) | 2019 | Crit. Care | Zhejiang Univ(China) | China | Critical Care Medicine | 98 | 30961662 | | |
| 35 | Wu, Wen-Tao(China) | 2021 | MILITARY MED. RES. | Jinan Univ(China) | China | Medicine, General & Internal | 94 | 34380547 | | |
| 36 | Antink, Christoph Hoog(Germany) | 2020 | Med. Biol. Eng. Comput. | Rhein Westfal TH Aachen(Germany) | Germany | Computer Science, Interdisciplinary Applications; Engineering, Biomedical; Mathematical & Computational Biology; Medical Informatics | 94 | 33094430 | | |
| 37 | Goto, Tadahiro(U.S) | 2019 | JAMA Netw. Open | Harvard Med Sch(U.S) | U.S | Medicine, General & Internal | 94 | 30646206 | | |
| 38 | Mani, Subramani(U.S) | 2014 | J. Am. Med. Inf. Assoc. | Univ New Mexico(U.S) | U.S | Computer Science, Information Systems; Computer Science, Interdisciplinary Applications; Health Care Sciences & Services; Information Science & Library Science; Medical Informatics | 93 | 24043317 | | |
| 39 | Cohen, Joseph Paul(Canada) | 2020 | Cureus J Med Sci | Univ Montreal(Canada) | Canada | Medicine, General & Internal | 91 | 32864270 | | |
| 40 | Huang, Li(China) | 2019 | J. Biomed. Inform. | Tsinghua Univ(China) | China | Computer Science, Interdisciplinary Applications; Medical Informatics | 91 | 31560949 | | |
| 41 | Bataille, Benoit(France) | 2014 | Chest | CHR Hotel Dieu(France) | France | Critical Care Medicine; Respiratory System | 90 | 25144893 | | |
| 42 | Hashimoto, Daniel A.(U.S) | 2020 | Anesthesiology | Massachusetts Gen Hosp(U.S) | U.S | Anesthesiology | 89 | 31939856 | | |
| 43 | Iakovidis, Dimitris K.(Greece) | 2018 | IEEE Trans. Med. Imaging | Univ Thessaly(Greece) | Greece | Computer Science, Interdisciplinary Applications; Engineering, Biomedical; Engineering, Electrical & Electronic; Imaging Science & Photographic Technology; Radiology, Nuclear Medicine & Medical Imaging | 89 | 29994763 | | |
| 44 | Awad, Aya(U.K) | 2017 | Int. J. Med. Inform. | Univ Portsmouth(U.K) | U.K | Computer Science, Information Systems; Health Care Sciences & Services; Medical Informatics | 88 | 29132626 | | |
| 45 | Horiguchi, Hiroyuki(U.S) | 2018 | Front. Immunol. | Univ Florida(U.S) | U.S | Immunology | 87 | 29670613 | | |
| 46 | Si, Yuqi(U.S) | 2019 | J. Am. Med. Inf. Assoc. | Univ Texas Hlth Sci Ctr Houston(U.S) | U.S | Computer Science, Information Systems; Computer Science, Interdisciplinary Applications; Health Care Sciences & Services; Information Science & Library Science; Medical Informatics | 85 | 31265066 | | |
| 47 | Delahanty, Ryan J.(U.S) | 2019 | Ann. Emerg. Med. | Tenet Healthcare Corp(U.S) | U.S | Emergency Medicine | 84 | 30661855 | | |
| 48 | Neri, Emanuele(Italy) | 2020 | Radiol. Med. | Univ Pisa(Italy) | Italy | Radiology, Nuclear Medicine & Medical Imaging | 82 | 32350794 | | |
| 49 | Giannini, Heather M.(U.S) | 2019 | Crit. Care Med. | Hosp Univ Penn(U.S) | U.S | Critical Care Medicine | 82 | 31389839 | | |
| 50 | Thorsen-Meyer, Hans-Christian(Denmark) | 2020 | Lancet Digit. Health | Univ Copenhagen(Denmark) | Denmark | Medical Informatics; Medicine, General & Internal | 81 | 33328078 | | |
| 51 | Wang, Fei(China) | 2018 | Appl. Sci.-Basel | North China Elect Power Univ(China) | China | Chemistry, Multidisciplinary; Engineering, Multidisciplinary; Materials Science, Multidisciplinary; Physics, Applied | 78 | aaa | | |
| 52 | Assaf, Dan(Israel) | 2020 | Intern. Emerg. Med. | Tel Aviv Univ(Israel) | Israel | Medicine, General & Internal | 76 | 32812204 | | |
| 53 | Kumar, Mohit(India) | 2017 | Entropy | Indian Inst Technol Indore(India) | India | Physics, Multidisciplinary | 75 | aaa | | |
| 54 | Gutmann, Clemens(U.K) | 2021 | Nat. Commun. | Kings Coll London British Heart Fdn Ctr(U.K) | U.K | Multidisciplinary Sciences | 74 | 34099652 | | |
| 55 | Shillan, Duncan(U.K) | 2019 | Crit. Care | Univ Bristol(U.K) | U.K | Critical Care Medicine | 73 | 31439010 | | |
| 56 | Liang, Yongbo(China) | 2018 | Biosensors-Basel | Guilin Univ Elect Technol(China) | China | Chemistry, Analytical; Nanoscience & Nanotechnology; Instruments & Instrumentation | 73 | 30373211 | | |
| 57 | Shashikumar, Supreeth P.(U.S) | 2017 | J. Electrocardiol. | Georgia Inst Technol(U.S) | U.S | Cardiac & Cardiovascular Systems | 73 | 28916175 | | |
| 58 | Struck, Aaron F.(U.S) | 2017 | JAMA Neurol. | Univ Wisconsin(U.S) | U.S | Clinical Neurology | 72 | 29052706 | | |
| 59 | Cheng, Fu-Yuan(U.S) | 2020 | J. Clin. Med. | Icahn Sch Med Mt Sinai(U.S) | U.S | Medicine, General & Internal | 70 | 32492874 | | |
| 60 | Ruiz-Rodriguez, Juan C.(Spain) | 2013 | Intensive Care Med. | Vall dHebron Univ Hosp(Spain) | Spain | Critical Care Medicine | 69 | 23740275 | | |
| 61 | Lin, Ke(China) | 2019 | Int. J. Med. Inform. | Peking Univ(China) | China | Computer Science, Information Systems; Health Care Sciences & Services; Medical Informatics | 68 | 30914181 | | |
| 62 | Goto, Tadahiro(U.S) | 2018 | Am. J. Emerg. Med. | Harvard Med Sch(U.S) | U.S | Emergency Medicine | 67 | 29970272 | | |
| 63 | Ellett, Felix(U.S) | 2018 | Nat. Biomed. Eng | Massachusetts Gen Hosp(U.S) | U.S | Engineering, Biomedical | 66 | 30283724 | | |
| 64 | Lassau, Nathalie(France) | 2021 | Nat. Commun. | Univ Paris Saclay(France) | France | Multidisciplinary Sciences | 64 | 33504775 | | |
| 65 | Chassagnon, Guillaume(France) | 2021 | Med. Image Anal. | Hop Cochin(France) | France | Computer Science, Artificial Intelligence; Computer Science, Interdisciplinary Applications; Engineering, Biomedical; Radiology, Nuclear Medicine & Medical Imaging | 64 | 33171345 | | |
| 66 | Gutierrez, Guillermo(U.S) | 2020 | Crit. Care | George Washington Univ(U.S) | U.S | Critical Care Medicine | 64 | 32204716 | | |
| 67 | Haque, Albert(U.S) | 2020 | Nature | Stanford Univ(U.S) | U.S | Multidisciplinary Sciences | 63 | 32908264 | | |
| 68 | Hou, Nianzong(China) | 2020 | J. Transl. Med. | Shandong First Med Univ(China) | China | Medicine, Research & Experimental | 62 | 33287854 | | |
| 69 | Masino, Aaron J.(U.S) | 2019 | PLoS One | Univ Penn(U.S) | U.S | Multidisciplinary Sciences | 62 | 30794638 | | |
| 70 | Kamaleswaran, Rishikesan(U.S) | 2018 | Pediatr. Crit. Care Med. | Univ Tennessee(U.S) | U.S | Critical Care Medicine; Pediatrics | 61 | 30052552 | | |
| 71 | Wong, Andrew(U.S) | 2018 | JAMA Netw. Open | Univ Calif San Francisco(U.S) | U.S | Medicine, General & Internal | 61 | 30646095 | | |
| 72 | Rojas, Juan C.(U.S) | 2018 | Ann. Am. Thoracic Society | Univ Chicago(U.S) | U.S | Respiratory System | 60 | 29787309 | | |
| 73 | Cismondi, F.(U.S) | 2013 | Int. J. Med. Inform. | MIT(U.S) | U.S | Computer Science, Information Systems; Health Care Sciences & Services; Medical Informatics | 59 | 23273628 | | |
| 74 | Guiza, Fabian(Belgium) | 2013 | Crit. Care Med. | Katholieke Univ Leuven(Belgium) | Belgium | Critical Care Medicine | 58 | 23263587 | | |
| 75 | Kaji, Deepak A.(U.S) | 2019 | PLoS One | Icahn Sch Med Mt Sinai(U.S) | U.S | Multidisciplinary Sciences | 57 | 30759094 | | |
| 76 | Alderden, Jenny(U.S) | 2018 | Am. J. Crit. Care | Boise State Univ(U.S) | U.S | Critical Care Medicine; Nursing | 57 | 30385537 | | |
| 77 | Winter, Alfred(Germany) | 2018 | Methods Inf. Med. | Univ Leipzig(Germany) | Germany | Computer Science, Information Systems; Health Care Sciences & Services; Medical Informatics | 57 | 30016815 | | |
| 78 | Ghosh, Shameek(Australia) | 2017 | J. Biomed. Inform. | UTS(Australia) | Australia | Computer Science, Interdisciplinary Applications; Medical Informatics | 57 | 28011233 | | |
| 79 | Barnes, Sean(U.S) | 2016 | J. Am. Med. Inf. Assoc. | Univ Maryland(U.S) | U.S | Computer Science, Information Systems; Computer Science, Interdisciplinary Applications; Health Care Sciences & Services; Information Science & Library Science; Medical Informatics | 57 | 26253131 | | |
| 80 | Mushtaq, Junaid(Italy) | 2021 | Eur. Radiol. | IRCCS San Raffaele Sci Inst(Italy) | Italy | Radiology, Nuclear Medicine & Medical Imaging | 56 | 32945968 | | |
| 81 | Baumgartner, Christoph(Austria) | 2018 | Epilepsia | Sigmund Freud Univ(Austria) | Austria | Clinical Neurology | 56 | 29873826 | | |
| 82 | Fernandes, Marta(Portugal) | 2020 | Artif. Intell. Med. | Univ Lisbon(Portugal) | Portugal | Computer Science, Artificial Intelligence; Engineering, Biomedical; Medical Informatics | 55 | 31980099 | | |
| 83 | Liu, Nehemiah T.(U.S) | 2017 | Shock | US Army(U.S) | U.S | Critical Care Medicine; Hematology; Surgery; Peripheral Vascular Disease | 55 | 28498299 | | |
| 84 | Ruijter, Barry J.(Netherlands) | 2015 | Epilepsia | Univ Twente(Netherlands) | Netherlands | Clinical Neurology | 53 | 26384469 | | |
| 85 | Hussain, Dostdar(Pakistan) | 2020 | Earth Sci. Inform. | Karakuram Int Univ(Pakistan) | Pakistan | Computer Science, Interdisciplinary Applications; Geosciences, Multidisciplinary | 52 | aaa | | |
| 86 | Jing, Jin(U.S) | 2020 | JAMA Neurol. | Massachusetts Gen Hosp(U.S) | U.S | Clinical Neurology | 52 | 31633740 | | |
| 87 | Villarroel, Mauricio(U.K) | 2019 | npj Digit. Med. | Univ Oxford(U.K) | U.K | Health Care Sciences & Services; Medical Informatics | 52 | aaa | | |
| 88 | Shickel, Benjamin(U.S) | 2019 | Sci Rep | Univ Florida(U.S) | U.S | Multidisciplinary Sciences | 51 | 30755689 | | |
| 89 | Nanayakkara, Shane(Australia) | 2018 | PLos Med. | Alfred Hosp(Australia) | Australia | Medicine, General & Internal | 51 | 30500816 | | |
| 90 | Zhao, Pengfei(China) | 2018 | Remote Sens. | Beihang Univ(China) | China | Environmental Sciences; Geosciences, Multidisciplinary; Remote Sensing; Imaging Science & Photographic Technology | 51 | aaa | | |
| 91 | Sansone, Mario(Italy) | 2013 | J. Healthc. Eng. | Univ Naples Federico II(Italy) | Italy | Health Care Sciences & Services | 51 | 24287428 | | |
| 92 | Zhai, Haijun(U.S) | 2014 | Resuscitation | Cincinnati Childrens Hosp Med Ctr(U.S) | U.S | Critical Care Medicine; Emergency Medicine | 50 | 24813568 | | |
| 93 | Hu, Chien-An(Taiwan) | 2020 | BMJ Open | Feng Chia Univ(Taiwan) | Taiwan | Medicine, General & Internal | 48 | 32102816 | | |
| 94 | Nielsen, Annelaura B.(Denmark) | 2019 | Lancet Digit. Health | Univ Copenhagen(Denmark) | Denmark | Medical Informatics; Medicine, General & Internal | 48 | 33323232 | | |
| 95 | Tsai, Pei-Fang (Jennifer)(Taiwan) | 2016 | J. Healthc. Eng. | Natl Taipei Univ Technol(Taiwan) | Taiwan | Health Care Sciences & Services | 48 | 27195660 | | |
| 96 | Pickkers, Peter(Netherlands) | 2021 | Intensive Care Med. | Radboud Univ Nijmegen Med Ctr(Netherlands) | Netherlands | Critical Care Medicine | 47 | 34213593 | | |
| 97 | Chandra, B. S.(India) | 2019 | IEEE Trans. Biomed. Eng. | Indian Inst Technol Hyderabad(India) | India | Engineering, Biomedical | 47 | 30004868 | | |
| 98 | Bothe, Melanie K.(Germany) | 2013 | Expert Rev. Med. Devices | Fresenius Kabi Deutschland GmbH(Germany) | Germany | Engineering, Biomedical | 47 | 23972072 | | |
| 99 | Lauritsen, Simon Meyer(Denmark) | 2020 | Artif. Intell. Med. | Enversion AS(Denmark) | Denmark | Computer Science, Artificial Intelligence; Engineering, Biomedical; Medical Informatics | 46 | 32498999 | | |
| 100 | Wellner, Ben(U.S) | 2017 | JMIR Med. Inf. | Mitre Corp(U.S) | U.S | Medical Informatics | 46 | 29167089 | | |