Systematic review and critical appraisal of prediction models for diagnosis and prognosis of COVID-19 infection

Cited by (1,008)

Items 401–500 of 1,008

1. A Prediction Model to Prioritize Individuals for a SARS-CoV-2 Test Built from National Symptom Surveys
   Saar Shoer, Tal Karady, Ayya Keshet, Smadar Shilo, Hagai Rossman, Amir Gavrieli, Tomer Meir, Amit Lavon, Dmitry S. Kolobkov, Iris N. Kalka et al. · 2020 · Med
2. Eleven Routine Clinical Features Predict COVID-19 Severity Uncovered by Machine Learning of Longitudinal Measurements
   Kai Zhou, Yaoting Sun, Lu Li, Zelin Zang, Jing Wang, Jun Li, Junbo Liang, Fangfei Zhang, Qiushi Zhang, Weigang Ge et al. · 2020 · Computational and Structural Biotechnology Journal
3. Early survey with bibliometric analysis on machine learning approaches in controlling COVID-19 outbreaks
   Haruna Chiroma, Absalom El-Shamir Ezugwu, Fatsuma Jauro, Mohammed Ali Al-Garadi, Idris Nasir Abdullahi, Liyana Mohd Shuib · 2020 · PeerJ Computer Science
4. Deep CNN models for predicting COVID-19 in CT and x-ray images
   Ahmad Chaddad, Lama Hassan, Christian Desrosiers · 2021 · Journal of medical imaging
5. ABC2-SPH risk score for in-hospital mortality in COVID-19 patients: development, external validation and comparison with other available scores
   Milena Soriano Marcolino, Magda Carvalho Pires, Lucas Emanuel Ferreira Ramos, Rafael T. Silva, Luana Martins Oliveira, Rafael Lima Rodrigues de Carvalho, Rodolfo Lucas Silva Mourato, Adrián Sánchez‐Montalvá, Berta Raventós, Fernando Anschau et al. · 2021 · International Journal of Infectious Diseases
6. Have (R)-[11C]PK11195 challengers fulfilled the promise? A scoping review of clinical TSPO PET studies
   F. Chauveau, G. Becker, H. Boutin · 2021 · European Journal of Nuclear Medicine and Molecular Imaging
7. TEG®, Microclot and Platelet Mapping for Guiding Early Management of Severe COVID-19 Coagulopathy
   Gert Jacobus Laubscher, Petrus Johannes Lourens, Chantelle Venter, Douglas Bruce Kell, Etheresia Pretorius · 2021 · Journal of Clinical Medicine
8. Linkages Between Air Pollution and the Health Burden From COVID-19: Methodological Challenges and Opportunities
   Tarik Benmarhnia · 2020 · American Journal of Epidemiology
9. Derivation and Validation of a Predictive Score for Disease Worsening in Patients with COVID-19
   Grigoris Gerotziafas, Theodoros Ν. Sergentanis, Guillaume Voiriot, L. Lassel, Chryssa Papageorgiou, Alexandre Elabbadi, Matthieu Turpin, Patrick Van Dreden, Loula Papageorgiou, Θεοδώρα Ψαλτοπούλου et al. · 2020 · Thrombosis and Haemostasis
10. A Machine Learning Approach for Mortality Prediction in COVID-19 Pneumonia: Development and Evaluation of the Piacenza Score
    Géza Hálasz, Michela Sperti, Matteo Villani, Umberto Michelucci, Piergiuseppe Agostoni, A Biagi, Luca Carlo Rossi, Andrea Botti, Chiara Mari, Marco Maccarini et al. · 2021 · Journal of Medical Internet Research
11. Is rapid scientific publication also high quality? Bibliometric analysis of highly disseminated COVID ‐19 research papers
    Amandeep Khatter, Michael Naughton, Hajira Dambha‐Miller, Patrick Redmond · 2021 · Learned Publishing
12. SARS-CoV-2 Nucleocapsid Plasma Antigen for Diagnosis and Monitoring of COVID-19
    Hannah Wang, Catherine Anne Hogan, Michelle Verghese, Daniel Solis, Mamdouh Sibai, ChunHong Huang, Katharina Röltgen, Bryan Stevens, Fumiko F. Yamamoto, Malaya Kumar Sahoo et al. · 2021 · Clinical Chemistry
13. Long short-term memory stacking model to predict the number of cases and deaths caused by COVID-19
    Filipe Fernandes, Stéfano Frizzo Stefenon, Laio Oriel Seman, Ademir Nied, Fernanda Cristina Silva Ferreira, Maria Cristina Mazzetti Subtil, Anne Carolina Rodrigues Klaar, Valderi Reis Quietinho Leithardt · 2021 · Journal of Intelligent & Fuzzy Systems
14. Integrating digital twins and deep learning for medical image analysis in the era of COVID-19
    Imran Ahmed, Misbah Ahmad, Gwanggil Jeon · 2022 · Virtual Reality & Intelligent Hardware
15. Comorbidities, Associated Diseases, and Risk Assessment in COVID‐19—A Systematic Review
    Andreea Fitero, SIMONA GABRIELA BUNGAU, Delia Mirela Ţiţ, Laura Maria Endres, Shamim Ahmad Khan, Alexa Florina Bungău, Ioana Mihaela Romanul, Cosmin Mihai Vesa, Andrei-Flavius Radu, Alexandra Georgiana Tarce et al. · 2022 · International Journal of Clinical Practice
16. Extracting COVID-19 diagnoses and symptoms from clinical text: A new annotated corpus and neural event extraction framework
    Kevin Lybarger, Mari Ostendorf E, Matthew Thompson, Meliha Yetişgen · 2021 · Journal of Biomedical Informatics
17. An Agent-Based Digital Twin for Exploring Localized Non-pharmaceutical Interventions to Control COVID-19 Pandemic
    Souvik Barat, Ritu Parchure, Shrinivas Darak, Vinay Kulkarni, Aditya Avinash Paranjape, Monika Gajrani, Abhishek Yadav, Vinay Kulkarni · 2021 · Transactions of Indian National Academy of Engineering
18. Mathematical model of the feedback between global supply chain disruption and COVID-19 dynamics
    Xingyu Li, Amin Ghadami, John M. Drake, Pejman Rohani, Bogdan I. Epureanu · 2021 · Scientific Reports
19. An IoT-enabled smart health care system for screening of COVID-19 with multi layers features fusion and selection
    Imran Ahmed, Gwanggil Jeon, Abdellah Chehri · 2022 · Computing
20. Individualized prediction of COVID-19 adverse outcomes with MLHO
    Hossein Estiri, Zachary H. Strasser, Shawn N. Murphy · 2021 · Scientific Reports
21. Statistical Analysis of Clinical COVID-19 Data: A Concise Overview of Lessons Learned, Common Errors and How to Avoid Them
    Martin Wolkewitz, Jérôme Lambert, Maja von Cube, Lars Bugiera, Marlon Grodd, Derek Y. Hazard, Nicole Marie White, Adrian Gerard Barnett, Klaus Kaier · 2020 · Clinical Epidemiology
22. The role of a chest computed tomography severity score in coronavirus disease 2019 pneumonia
    Fausto Salaffi, Marina Carotti, Marika Tardella, Alessandra Borgheresi, Andrea Agostini, Davide Minorati, Daniela Marotto, Marco Di Carlo, Massimo Galli, Andrea Giovagnoni et al. · 2020 · Medicine
23. Development and External Validation of a Machine Learning Tool to Rule Out COVID-19 Among Adults in the Emergency Department Using Routine Blood Tests: A Large, Multicenter, Real-World Study
    Timothy B. Plante, Aaron M Blau, Adrian N. Berg, Aaron S. Weinberg, Ik C Jun, Victor F. Tapson, Tanya S. Kanigan, Abdullah Al Adib · 2020 · Journal of Medical Internet Research
24. An optimal cascaded recurrent neural network for intelligent COVID-19 detection using Chest X-ray images
    K. Shankar, Eswaran Perumal, Vicente García‐Díaz, Prayag Tiwari, Deepak Kumar Gupta, Abdul Khader Jilani Saudagar, Khan Muhammad · 2021 · Applied Soft Computing
25. Lymphopenia as a Predictor for Adverse Clinical Outcomes in Hospitalized Patients with COVID-19: A Single Center Retrospective Study of 4485 Cases
    Jianli Niu, Candice Sareli, Daniel Mayer, Alvaro Visbal, Aharon E. Sareli · 2022 · Journal of Clinical Medicine
26. Training calibration-based counterfactual explainers for deep learning models in medical image analysis
    Jayaraman J. Thiagarajan, Kowshik Thopalli, Deepta Rajan, Pavan K. Turaga · 2022 · Scientific Reports
27. Introducing the GEV Activation Function for Highly Unbalanced Data to Develop COVID-19 Diagnostic Models
    Joshua Bridge, Yanda Meng, Yitian Zhao, Yong Du, Mingfeng Zhao, Renrong Sun, Yalin Zheng · 2020 · IEEE Journal of Biomedical and Health Informatics
28. Death risk stratification in elderly patients with covid-19. A comparative cohort study in nursing homes outbreaks
    Máximo Bernabeu‐Wittel, Jara Eloísa Ternero-Vega, Pablo Díaz-Jiménez, Concepción Conde Guzmán, Maria Dolores Nieto‐Martín, Lourdes Moreno-Gaviño, Juan Delgado, Manuel Rincón‐Gómez, Luis Giménez, María Dolores Navarro-Amuedo et al. · 2020 · Archives of Gerontology and Geriatrics
29. AI and IoT Solutions for Tackling COVID-19 Pandemic
    Awishkar Ghimire, Surendrabikram Thapa, Avinash Kumar Jha, Amit Kumar, Arunish Kumar, Surabhi Adhikari · 2020 · International Conference on Electronics, Communication and Aerospace Technology (ICECA)
30. Community-acquired pneumonia severity assessment tools in patients hospitalized with COVID-19: a validation and clinical applicability study
    Felippe Lazar Neto, Lucas Oliveira Marino, Antoni Torres, Catia Cillóniz, Júlio Flávio Meirelles Marchini, Júlio César Garcia de Alencar, Andrea Catalina Palomeque, Núria Albacar, Rodrigo Antônio Brandão Neto, Heraldo Possolo de Souza et al. · 2021 · Clinical Microbiology and Infection
31. Predicting vaccine hesitancy from area‐level indicators: A machine learning approach
    Vincenzo Carrieri, Raffaele Lagravinese, Giuliano Resce · 2021 · Health Economics
32. Deep learning model for tongue cancer diagnosis using endoscopic images
    Jaesung Heo, June Hyuck Lim, Hyeran Lee, Jeon Yeob Jang, Yoo Seob Shin, Dahee Kim, Jae Yol Lim, Young Min Park, Yoon Woo Koh, Soon‐Hyun Ahn et al. · 2022 · Scientific Reports
33. Methodological challenges for living systematic reviews conducted during the COVID-19 pandemic: A concept paper
    Iannizzi, Claire, Dorando, Elena, Burns, Jacob, Weibel, Stephanie, Dooley, Clare, Wakeford, Helen, Estcourt, Lise J, Skoetz, Nicole, Piechotta, Vanessa · 2022 · Journal of Clinical Epidemiology
34. Self-Reported Loss of Smell and Taste in SARS-CoV-2 Patients: Primary Care Data to Guide Future Early Detection Strategies
    Benoit Valentin Tudrej, Paul Sebo, Julie Lourdaux, Clara Cuzin, Martin Floquet, Dagmar M. Haller, Hubert Maisonneuve · 2020 · Journal of General Internal Medicine
35. Machine learning applications for COVID-19: a state-of-the-art review
    Firuz Kamalov, Aswani Kumar Cherukuri, Hana Sulieman, Fadi Thabtah, Akbar Hossain · 2023 · Elsevier eBooks
36. An external validation of the QCovid risk prediction algorithm for risk of mortality from COVID-19 in adults: a national validation cohort study in England
    Vahé Nafilyan, Ben Humberstone, Nisha Mehta, Ian D. Diamond, Carol A. C. Coupland, Luke Lorenzi, Piotr Pawelek, Ryan Schofield, Jasper Morgan, Paul M. Brown et al. · 2021 · The Lancet Digital Health
37. Lessons learnt when accounting for competing events in the external validation of time-to-event prognostic models
    Chava L. Ramspek, Lucy Teece, Kym I E Snell, Marie Evans, Richard D Riley, Maarten van Smeden, Nan van Geloven, Merel van Diepen · 2021 · International Journal of Epidemiology
38. Outcomes of Hospitalized Patients With COVID-19 With Acute Kidney Injury and Acute Cardiac Injury
    Justin Lu, Alexandra Buczek, Roman Fleysher, Wouter S. Hoogenboom, Wei Hou, Carlos J. Rodríguez, Molly C. Fisher, Timothy Q. Duong · 2022 · Frontiers in Cardiovascular Medicine
39. An Explainable AI Approach for the Rapid Diagnosis of COVID-19 Using Ensemble Learning Algorithms
    Houwu Gong, Miye Wang, Hanxue Zhang, Md Fazla Elahe, Min Jin · 2022 · Frontiers in Public Health
40. Predictors of mortality in severe pneumonia patients: a systematic review and meta-analysis
    Kai Xie, Sheng-Nan Guan, Xinxin Kong, Wenshuai Ji, Chen Du, Mingyan Jia, Haifeng Wang · 2024 · Systematic Reviews
41. Hemogram data as a tool for decision-making in COVID-19 management: applications to resource scarcity scenarios
    Márcio Dorn, Eduardo Avila, Clarice Sampaio Alho, Alessandro Kahmann · 2020 · PeerJ
42. Diagnostic accuracy of the FebriDx host response point-of-care test in patients hospitalised with suspected COVID-19
    Tristan William Clark, Nathan James Brendish, Stephen Poole, Vasanth V Naidu, Christopher Mansbridge, Nicholas Norton, Helen Wheeler, Laura Presland, Sean M Ewings · 2020 · Journal of Infection
43. External validation of the 4C mortality score among COVID-19 patients admitted to hospital in Ontario, Canada: a retrospective study
    Aaron Jones, Tyler Pitre, Mats Junek, Jessica Kapralik, Rina Patel, Edward Feng, Laura Ann Dawson, Jennifer L. Y. Tsang, MyLinh Duong, Terence N. Ho et al. · 2021 · Scientific Reports
44. Mesenchymal stem cell-based treatments for COVID-19: status and future perspectives for clinical applications
    Lijun Chen, Jingjing Qu, Farhin Shaheed Kalyani, Qi Zhang, Lingzhi Fan, Yangxin Fang, Yifei Li, Charlie Xiang · 2022 · Cellular and Molecular Life Sciences
45. The Association of CT-measured Cardiac Indices with Lung Involvement and Clinical Outcome in Patients with COVID-19
    Vahid Eslami, Alireza Abrishami, Ehsan Zarei, Nastaran Khalili, Zahra Baharvand, Morteza Sanei‐Taheri · 2020 · Academic Radiology
46. Decreased serial scores of severe organ failure assessments are associated with survival in mechanically ventilated patients; the prospective Maastricht Intensive Care COVID cohort
    Julia L.M. Bels, Sander M. J. van Kuijk, Chahinda Ghossein‐Doha, Fabian H. Tijssen, Rob J. J. van Gassel, Jeanette Tas, MaastrICCht Collaborators, Ronny M. Schnabel, Marcel J H Aries, Iwan C.C. van der Horst et al. · 2020 · Journal of Critical Care
47. Seek COVER: using a disease proxy to rapidly develop and validate a personalized risk calculator for COVID-19 outcomes in an international network
    Ross D. Williams, Aniek F. Markus, Cynthia Barcelon Yang, Talita Duarte‐Salles, Scott L. DuVall, Thomas Falconer, Jitendra Jonnagaddala, Chungsoo Kim, Yeunsook Rho, Andrew E. Williams et al. · 2022 · BMC Medical Research Methodology
48. Effective deep learning approaches for predicting COVID-19 outcomes from chest computed tomography volumes
    Anthony Ortiz, Anusua Trivedi, Jocelyn Desbiens, Marian S. Blazes, Caleb Robinson, Sunil R. Gupta, Rahul M. Dodhia, Pavan K. Bhatraju, Wayne Conrad Liles, Aaron Lee et al. · 2022 · Scientific Reports
49. COVID-19 detection in radiological text reports integrating entity recognition
    Pilar López Úbeda, Manuel Carlos Díaz–Galiano, Teodoro Martín‐Noguerol, Antonio Luna, Luís Alfonso Ureña López, María Teresa Martín Valdivia · 2020 · Computers in Biology and Medicine
50. New Insights in Laboratory Testing for COVID-19 Patients: Looking for the Role and Predictive Value of Human epididymis secretory protein 4 (HE4) and the Innate Immunity of the Oral Cavity and Respiratory Tract
    Annalisa Schirinzi, Angela Pia Cazzolla, Roberto Lovero, Lorenzo Lo Muzio, Nunzio Francesco Testa, Domenico Ciavarella, Giuseppe Palmieri, Pietro Pozzessere, Vito Procacci, Francesca Di Serio et al. · 2020 · Microorganisms
51. What items should be included in an early warning score for remote assessment of suspected COVID-19? qualitative and Delphi study
    Trisha Greenhalgh, Paul Andrew Thompson, Sietse Weiringa, Ana Luísa Neves, Laiba Husain, Merlin Dunlop, Alexander Rushforth, David Nunan, Simon de Lusignan, Brendan C. Delaney · 2020 · BMJ Open
52. Artificial Intelligence Against COVID-19: A Meta-analysis of Current Research
    Khalid Raza · 2020 · Studies in big data
53. Association of six-minute walk test distance with postoperative complications in non-cardiac surgery: a secondary analysis of a multicentre prospective cohort study
    the METS Study Investigators, Ryan Ramos, Karim Shiraz Ladha, Brian H. Cuthbertson, Mark A. Shulman, Paul Stewart Myles, Duminda Nalaka Wijeysundera · 2021 · Canadian Journal of Anesthesia/Journal canadien d anesthésie
54. Development and external evaluation of predictions models for mortality of COVID-19 patients using machine learning method
    Simin Li, Yulan Lin, Tong Zhu, Mengjie Fan, Shicheng Xu, Weihao Qiu, Can Chen, Linfeng Li, Yao Wang, Jun Yan et al. · 2021 · Neural Computing and Applications
55. Performance of prediction models for short-term outcome in COVID-19 patients in the emergency department: a retrospective study
    Paul M. E. L. van Dam, Noortje Zelis, Sander M. J. van Kuijk, Aimée E. M. J. H. Linkens, Renée A. G. Brüggemann, Bart Spaetgens, Iwan C.C. van der Horst, Patricia Maria Stassen · 2021 · Annals of Medicine
56. Problematic Use of Digital Technologies and Its Impact on Mental Health During COVID-19 Pandemic: Assessment Using Machine Learning
    Anshika Arora, Pinaki Chakraborty, M. P. S. Bhatia · 2021 · Studies in systems, decision and control
57. Evolution and Reproducibility of Simulation Modeling in Epidemiology and Health Policy Over Half a Century
    Mohammad S. Jalali, Catherine DiGennaro, Abby Guitar, Karen Lew, Hazhir Rahmandad · 2021 · Epidemiologic Reviews
58. Evaluation of Risk of Bias in Neuroimaging-Based Artificial Intelligence Models for Psychiatric Diagnosis: A Systematic Review
    Chen, Zhiyi, Liu, Xuerong, Yang, Qingwu, Wang, Yan-Jiang, Miao, Kuan, Gong, Zheng, Yu, Yang, Leonov, Artemiy, Liu, Chunlei, Feng, Zhengzhi et al. · 2023 · JAMA Network Open
59. A Quantitative and Radiomics approach to monitoring ARDS in COVID-19 patients based on chest CT: a retrospective cohort study
    Yahong Chen, Yi Wang, Yuwei Zhang, Na Zhang, Shuang Zhao, Hanjiang Zeng, Wen Deng, Zixing Huang, Sanyuan Liu, Bin Song · 2020 · International Journal of Medical Sciences
60. The PANDEMYC Score. An Easily Applicable and Interpretable Model for Predicting Mortality Associated With COVID-19
    Juan Torres‐Macho, Pablo Ryan, Jorge Alberto Sánchez Valencia, Mario Pérez, Eva Jiménez, Mario Fontán‐Vela, Elsa Izquierdo-García, Inés Fernández Jiménez, Elena Alba Álvaro-Alonso, Andrea Lazaro Cebas et al. · 2020 · Journal of Clinical Medicine
61. Prime Time for Artificial Intelligence in Interventional Radiology
    Jarrel C. Y. Seah, Tom Boeken, Marc R. Sapoval, Gerard S. Goh · 2022 · CardioVascular and Interventional Radiology
62. A Systematic Review of Automated Segmentation Methods and Public Datasets for the Lung and its Lobes and Findings on Computed Tomography Images
    Diedre Santos do Carmo, Jean A. Ribeiro, Sérgio San Juan Dertkigil, Simone Appenzeller, Roberto Lotufo, Letícia Rittner · 2022 · Yearbook of Medical Informatics
63. Classification of Alzheimer’s disease stages from magnetic resonance images using deep learning
    Alejandro Mora-Rubio, Mario Alejandro Bravo-Ortíz, Sebastián Arredondo, Jose Manuel Saborit-Torres, Gonzalo A. Ruz, Reinel Tabares-Soto · 2023 · PeerJ Computer Science
64. The first 100 days: Modeling the evolution of the COVID-19 pandemic
    Efthimios Kaxiras, Georgios Neofotistos, Eleni Angelaki · 2020 · Chaos Solitons & Fractals
65. Preprint manuscripts and servers in the era of coronavirus disease 2019
    Shayan Nabavi Nouri, Yosef A. Cohen, Mahesh V. Madhavan, Piotr J. Slomka, Ami E. Iskandrian, Andrew Jeffrey Einstein · 2020 · Journal of Evaluation in Clinical Practice
66. Development and validation of a machine learning model predicting illness trajectory and hospital utilization of COVID-19 patients: A nationwide study
    Michael Roimi, Rom Gutman, Jonathan Somer, Asaf Ben Arie, Ido Calman, Yaron Bar‐Lavie, Udi Gelbshtein, Sigal Liverant-Taub, Arnona Ziv, Danny Eytan et al. · 2021 · Journal of the American Medical Informatics Association
67. Prognostic model to identify and quantify risk factors for mortality among hospitalised patients with COVID-19 in the USA
    Devin Incerti, Shemra Rizzo, Xiao Li, Lisa Lindsay, Vincent Yau, Daniel Keebler, Jenny Chia, Larry W. Tsai · 2021 · BMJ Open
68. Evaluation and Improvement of the National Early Warning Score (NEWS2) for COVID-19: a multi-hospital study
    Ewan Carr, Rebecca Bendayan, Daniel M. Bean, Matthew Stammers, Wenjuan Wang, Huayu Zhang, Thomas Searle, Željko Kraljević, Anthony Shek, Hang T. T. Phan et al. · 2020 · medRxiv
69. ADNEX risk prediction model for diagnosis of ovarian cancer: systematic review and meta-analysis of external validation studies
    Barreñada, Lasai, Ledger, Ashleigh, Dhiman, Paula, Collins, Gary, Wynants, Laure, Verbakel, Jan Y, Timmerman, Dirk, Valentin, Lil, Van Calster, Ben · 2024 · BMJ Medicine
70. Prediction Model Based on the Combination of Cytokines and Lymphocyte Subsets for Prognosis of SARS-CoV-2 Infection
    Ying Luo, Liyan Mao, Yuan Xu, Ying Xue, Qun Lin, Guoxing Tang, Huijuan Song, Feng Wang, Ziyong Sun · 2020 · Journal of Clinical Immunology
71. The Prognostic Value of Thrombocytopenia in COVID-19 Patients; a Systematic Review and Meta-Analysis.
    Davood Bashash, Fatemeh Sadat Hosseini‐Baharanchi, Mostafa Rezaei–Tavirani, Majid Safa, Nader Akbari Dilmaghani, Mohammad Faranoush, Hassan Abolghasemi · 2020 · Archives of Academic Emergency Medicine
72. Machine Learning Assisted Prediction of Prognostic Biomarkers Associated With COVID-19, Using Clinical and Proteomics Data
    Rahila Sardar, Arun B. Sharma, Dinesh Kumar Gupta · 2021 · Frontiers in Genetics
73. Frailty and mortality associations in patients with COVID‐19: a systematic review and meta‐analysis
    Ashwin Subramaniam, Kiran Shekar, Afsana Afroz, Sushma Ashwin, Baki Billah, Hamish Brown, Harun Kundi, Zheng Jie Lim, Mallikarjuna Ponnapa Reddy, Jared Randall Curtis · 2022 · Internal Medicine Journal
74. Assessing Pain Research: A Narrative Review of Emerging Pain Methods, Their Technosocial Implications, and Opportunities for Multidisciplinary Approaches
    Sara Berger, Alexis T. Baria · 2022 · Frontiers in Pain Research
75. Developing medical imaging AI for emerging infectious diseases
    Shih-Cheng Huang, Akshay Sanjay Chaudhari, Curtis P. Langlotz, Nigam Haresh Shah, Serena Y. Yeung, Matthew P. Lungren · 2022 · Nature Communications
76. Suicide risk assessment tools and prediction models: new evidence, methodological innovations, outdated criticisms
    Aida Seyedsalehi, Seena Fazel · 2024 · BMJ Mental Health
77. A Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) Prediction Model From Standard Laboratory Tests
    Vafa Bayat, Steven Phelps, Russell A. Ryono, Chong Lee, Hemal Parekh, Joel Mewton, Farshid Sedghi, Payam Etminani, Mark Holodniy · 2020 · Clinical Infectious Diseases
78. Impossible Explanations?
    Ronan Hamon, H. Junklewitz, Gianclaudio Malgieri, Paul De Hert, Laurent Beslay, Ignacio Sanchez · 2021 · ACM Conference on Fairness, Accountability, and Transparency (FAccT)
79. Genomics enters the deep learning era
    Etienne Routhier, Julien Mozziconacci · 2022 · PeerJ
80. Prediction models for covid-19 outcomes
    Matthew Sperrin, Brian McMillan · 2020 · BMJ
81. Overinterpretation of findings in machine learning prediction model studies in oncology: a systematic review
    Dhiman, Paula, Ma, Jie, Andaur Navarro, Constanza L., Speich, Benjamin, Bullock, Garrett, Damen, Johanna A.A., Hooft, Lotty, Kirtley, Shona, Riley, Richard D., Van Calster, Ben et al. · 2023 · Journal of Clinical Epidemiology
82. Diagnostic Characteristics of Serological-Based COVID-19 Testing: A Systematic Review and Meta-Analysis
    Diogo Turiani Hourneaux de Moura, Thomas R. McCarty, Igor Braga Ribeiro, Mateus Pereira Funari, Pedro Victor Aniz Gomes de Oliveira, Antônio Afonso de Miranda Neto, Epifânio Silvino do Monte, Francisco Tustumi, Wanderley Marques Bernardo, Eduardo Guimarães Hourneaux de Moura et al. · 2020 · Clinics
83. COVID-19–Associated Endothelial Dysfunction and Microvascular Injury
    Maria Paola Canale, Rossella Menghini, Eugenio Martelli, Massimo Federici · 2021 · Cardiac Electrophysiology Clinics
84. Applications of Neural Networks in Biomedical Data Analysis
    Romano Weiss, Sanaz Karimijafarbigloo, Dirk Roggenbuck, Stefan Rödiger · 2022 · Biomedicines
85. Simpson's Paradox in COVID-19 Case Fatality Rates: A Mediation Analysis of Age-Related Causal Effects
    Julius von Kügelgen, Luigi Gresele, Bernhard Schölkopf · 2021 · IEEE Transactions on Artificial Intelligence
86. Alteration of lipid profile and value of lipids in the prediction of the length of hospital stay in COVID‐19 pneumonia patients
    Qin Chen, Huang Minghan, Zhao Ziwen, Yukun Luo · 2020 · Food Science & Nutrition
87. Development of a multivariable prediction model for severe COVID-19 disease: a population-based study from Hong Kong
    Jiandong Zhou, Sharen Lee, Xiansong Wang, Yi Li, William Ka Kei Wu, Tong Liu, Zhidong Cao, Daniel Dajun Zeng, Keith Sai Kit Leung, Abraham Ka Chung Wai et al. · 2021 · npj Digital Medicine
88. Evaluating the utility of synthetic COVID-19 case data
    Khaled El Emam, Lucy Mosquera, Elizabeth Jonker, Harpreet S. Sood · 2021 · JAMIA Open
89. Predicting in-Hospital Mortality of Patients with COVID-19 Using Machine Learning Techniques
    Fabiana Tezza, Giulia Lorenzoni, Danila Azzolina, Sofia Barbar, Lucia Anna Carmela Leone, Darío Gregori · 2021 · Journal of Personalized Medicine
90. QCovSML: A reliable COVID-19 detection system using CBC biomarkers by a stacking machine learning model
    Tawsifur Rahman, Amith Abdullah Khandakar, Farhan Fuad Abir, Md. Ahasan Atick Faisal, Md Shafayet Hossain, Kanchon Kanti Podder, Tariq O. Abbas, M Fasihul Alam, Saad Bin Abul Kashem, Mohammad Tariqul Islam et al. · 2022 · Computers in Biology and Medicine
91. Risk Prediction for Poor Outcome and Death in Hospital In-Patients with COVID-19: Derivation in Wuhan, China and External Validation in London, UK
    Huayu Zhang, Ting Shi, Xiaodong Wu, Xin Zhang, Kun Wang, Daniel M. Bean, Richard Dobson, James Teo, Jiaxing Sun, Pei Zhao et al. · 2020 · SSRN Electronic Journal
92. 30-day outcomes in hip fracture patients during the COVID-19 pandemic compared to the preceding year
    Alistair Macey, Joanna Butler, Sean Martin, Ting Yang Tan, W. J. Leach, Bilal Jamal · 2020 · Bone & Joint Open
93. Quantitative Burden of COVID-19 Pneumonia at Chest CT Predicts Adverse Outcomes: A Post Hoc Analysis of a Prospective International Registry
    Kajetan Grodecki, Andrew Lin, Sebastien J. Cadet, Priscilla A. McElhinney, Aryabod Razipour, Cato Chan, Barry D. Pressman, Peter J. Julien, Pál Maurovich‐Horvat, Nicola Gaibazzi et al. · 2020 · Radiology Cardiothoracic Imaging
94. Enhanced Multi-Model Deep Learning for Rapid and Precise Diagnosis of Pulmonary Diseases Using Chest X-Ray Imaging
    Rahul Kumar, Cheng‐Tang Pan, Yimin Lin, Yow‐Ling Shiue, Ting-Sheng Chung, Uyanahewa Gamage Shashini Janesha · 2025 · Diagnostics
95. Prevalence and prognostic value of elevated troponins in patients hospitalised for coronavirus disease 2019: a systematic review and meta-analysis
    Bing-Cheng Zhao, Wei-Feng Liu, Shao-Hui Lei, Bowei Zhou, Xiao Yang, Tongyi Huang, Qi-Wen Deng, Miao Xu, Li Cai, Ke‐Xuan Liu · 2020 · Journal of Intensive Care
96. Artificial Intelligence Applications for COVID-19 in Intensive Care and Emergency Settings: A Systematic Review
    Marcel Lucas Chee, Marcus Eng Hock Ong, Fahad Javaid Siddiqui, Zhongheng Zhang, Shir Lynn Lim, Andrew Fu Wah Ho, Nan Liu · 2021 · International Journal of Environmental Research and Public Health
97. A urinary peptidomic profile predicts outcome in SARS-CoV-2-infected patients
    Ralph T. Wendt, Lutgarde Thijs, Sven Kalbitz, Harald Mischak, Justyna Siwy, Julia Raad, Jochen Metzger, Barbara Neuhaus, Heiko E. von der Leyen, Emmanuel Dudoignon et al. · 2021 · EClinicalMedicine
98. Prediction of 28-day mortality in critically ill patients with COVID-19: Development and internal validation of a clinical prediction model
    Matteo Luigi Giuseppe Leoni, Luisa Lombardelli, Davide Colombi, Elena Giovanna Bignami, Benedetta Pergolotti, Francesca Repetti, Matteo Villani, Valentina Bellini, Tommaso Rossi, Géza Hálasz et al. · 2021 · PLoS ONE
99. Lower peripheral blood Toll-like receptor 3 expression is associated with an unfavorable outcome in severe COVID-19 patients
    Maria Clara Saad Menezes, Alicia Dudy Müller Veiga, Thaís Martins de Lima, Suely Kunimi Kubo Ariga, Hermes Vieira Barbeiro, Claudia de Lucena Moreira, Agnes Araújo Sardinha Pinto, Rodrigo Antonio Brandao, Júlio Flávio Meirelles Marchini, Júlio César Garcia de Alencar et al. · 2021 · Scientific Reports
100. An internally validated prediction model for critical COVID-19 infection and intensive care unit admission in symptomatic pregnant women
     Erkan Kalafat, Smriti Prasad, Pınar Birol, Arzu Bilge Tekin, Atilla Kunt, Carolina Di Fabrizio, Cengiz Alatas, Ebru Çelik, Helin Bağcı, Julia Binder et al. · 2021 · American Journal of Obstetrics and Gynecology