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

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Items 801–900 of 1,008

1. Study on IoT for SARS-CoV-2 with healthcare: present and future perspective
   Rahman, Anichur, Department of Computer Science and Engineering, National Institute of Textile Engineering and Research (NITER), Constituent Institute of Dhaka University, Savar, Dhaka-1350, Bangladesh, Rahman, Muaz, Kundu, Dipanjali, Karim, Md Razaul, Band, Shahab S., Sookhak, Mehdi, Department of Computer Science and Engineering, Mawlana Bhashani Science and Technology University, Tangail, Bangladesh, Department of Electrical and Electronic Engineering, National Institute of Textile Engineering and Research (NITER), Constituent Institute of Dhaka University, Savar, Dhaka-1350, Bangladesh, Future Technology Research Center, College of Future, National Yunlin University of Science and Technology, 123 University Road, Section 3, Douliou, Yunlin 64002, Taiwan et al. · 2021 · Mathematical Biosciences and Engineering
2. A Systematic Review of Predictor Composition, Outcomes, Risk of Bias, and Validation of COVID-19 Prognostic Scores
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3. Prediction of Morbidity and Mortality After Esophagectomy: A Systematic Review
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4. A prognostic model for use before elective surgery to estimate the risk of postoperative pulmonary complications (GSU-Pulmonary Score): a development and validation study in three international cohorts
   Laura Bravo, Joana F F Simoes, Victor Roth Cardoso, Adewale Adisa, María Lorena Aguilera, Alexis P Arnaud, Bruce McClure Biccard, Jose Andrés Calvache, Saisakul Chernbumroong, Muhammed Elhadi et al. · 2024 · The Lancet Digital Health
5. Testing COVID-19 tests faces methodological challenges
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6. Fine Aerosols and Perceived Risk of COVID-19 among Italian Dental Practitioners: An Experimental Survey
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7. Development and external validation of a COVID-19 mortality risk prediction algorithm: a multicentre retrospective cohort study
   Jin Mei, Weihua Hu, Qijian Chen, Li Chang, Zaishu Chen, Yanjie Fan, Shuwei Tian, Zhuheng Zhang, Bin Li, Qifa Ye et al. · 2020 · BMJ Open
8. Development and validation of a clinical risk score to predict the risk of SARS-CoV-2 infection from administrative data: A population-based cohort study from Italy
   Valentina Orlando, Federico Rea, Laura Savaré, Ilaria Guarino, Sara Mucherino, Alessandro Perrella, Ugo Trama, Enrico Coscioni, Enrica Menditto, Giovanni Corrao · 2021 · PLoS ONE
9. Systematic review of machine learning models for personalised dosing of heparin
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10. COVID-19 admission risk tools should include multiethnic age structures, multimorbidity and deprivation metrics for air pollution, household overcrowding, housing quality and adult skills
    Marina Soltan, LE Crowley, Colin R. Melville, Justin Varney, Sam Cassidy, Rahul Mahida, Frances Susanna Grudzinska, Dhruv Parekh, Davinder P. S. Dosanjh, DAVID R. THICKETT · 2021 · BMJ Open Respiratory Research
11. Investigation of Coagulation Biomarkers to Assess Clinical Deterioration in SARS-CoV-2 Infection
    Paul Billoir, Kévin Alexandre, Thomas Duflot, Maxime Roger, Sébastien Miranda, Odile Goria, Luc Marie Joly, Mathieu Demeyere, Guillaume Feugray, Valéry Brunel et al. · 2021 · Frontiers in Medicine
12. Prediction of ICU admission for COVID-19 patients: a Machine Learning approach based on Complete Blood Count data
    Lorenzo Famiglini, Giorgio Bini, Anna Carobene, Andrea Campagner, Federico Cabitza · 2021 · Proceedings - IEEE Symposium on Computer-Based Medical Systems
13. External Validation and Recalibration of the CURB-65 and PSI for Predicting 30-Day Mortality and Critical Care Intervention in Multiethnic Patients with COVID-19
    Amr Mohammed Elmoheen, Ibrahim Abdelhafez, Waleed Salem, Mohamed Bahgat, Ali Elkandow, Amina Tarig, Nauman Arshad, Khoulod Mohamed, Maryam Al-Hitmi, Mona Saad et al. · 2021 · International Journal of Infectious Diseases
14. Complement C5a and Clinical Markers as Predictors of COVID-19 Disease Severity and Mortality in a Multi-Ethnic Population
    Farhan Sachal Cyprian, Muhammad Suleman, Ibrahim Abdelhafez, Asmma Doudin, Mohammed Ibn-Mas’ud Danjuma, Fayaz Ahmad Mir, Aijaz Parray, Zohaib Yousaf, Mohammed Yaseen Ahmed Siddiqui, Alaaedin Abdelmajid et al. · 2021 · Frontiers in Immunology
15. Plasma Proteome Fingerprints Reveal Distinctiveness and Clinical Outcome of SARS-CoV-2 Infection
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16. Implementation of prognostic machine learning algorithms in paediatric chronic respiratory conditions: a scoping review
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17. Explainable COVID-19 Infections Identification and Delineation Using Calibrated Pseudo Labels
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18. Prediction of SARS-CoV-2-positivity from million-scale complete blood counts using machine learning
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19. Laboratory markers of severity across three COVID-19 outbreaks in Australia: has Omicron and vaccinations changed disease presentation?
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20. Artificial intelligence applications used in the clinical response to COVID-19: A scoping review
    Sean Mann, Carl Thomas Berdahl, Lawrence Baker, Federico Girosi · 2022 · PLOS Digital Health
21. Prognostic Value of Magnesium in COVID-19: Findings from the COMEPA Study
    Anna La Carrubba, Nicola Veronese, Giovanna Di Bella, Claudia Cusumano, Agnese Di Prazza, Stefano Ciriminna, Antonina Ganci, Liliana Naro, Ligia Juliana Dominguez, Mario Barbagallo et al. · 2023 · Nutrients
22. A quantitative systems pharmacology model of the pathophysiology and treatment of COVID-19 predicts optimal timing of pharmacological interventions
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23. Multimodal deep learning for COVID-19 prognosis prediction in the emergency department: a bi-centric study
    Franca Dipaola, Mauro Gatti, Alessandro Giaj Levra, Roberto Menè, Dana Shiffer, Roberto Faccincani, Zainab Raouf, Antonio Secchi, Patrizia Querini Rovere, Antonio Voza et al. · 2023 · Scientific Reports
24. Effectiveness of nirmatrelvir-ritonavir for the treatment of patients with mild to moderate COVID-19 and at high risk of hospitalization: Systematic review and meta-analyses of observational studies
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25. A comprehensive benchmark for COVID-19 predictive modeling using electronic health records in intensive care
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26. Development of a long noncoding RNA-based machine learning model to predict COVID-19 in-hospital mortality
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27. Emergency and primary care collaboration during COVID-19 pandemic: A quick systematic review of reviews
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28. Serum β2-microglobulin levels in Coronavirus disease 2019 (Covid-19): Another prognosticator of disease severity?
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29. Using Genomics Feature Selection Method in Radiomics Pipeline Improves Prognostication Performance in Locally Advanced Esophageal Squamous Cell Carcinoma—A Pilot Study
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30. Factors Associated With Risk for Care Escalation Among Patients With COVID-19 Receiving Home-Based Hospital Care
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31. High prevalence of symptoms among Brazilian subjects with antibodies against SARS-CoV-2
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32. Risk-factors for re-admission and outcome of patients hospitalized with confirmed COVID-19
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33. Machine learning‐assisted prediction of clinical responses to periodontal treatment
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34. Robust angle-based transfer learning in high dimensions
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35. COVID-19 pandemic and Farr’s law: A global comparison and prediction of outbreak acceleration and deceleration rates
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36. Association between recent oncologic treatment and mortality among patients with carcinoma who are hospitalized with COVID‐19: A multicenter study
    Kehan Song, Hongyun Gong, Bin Xu, Xiaorong Dong, Linjun Li, Weidong Hu, Qun Wang, Zhibin Xie, Zhiguo Rao, Zhiguo Luo et al. · 2020 · Cancer
37. Recommendations for SARS-CoV-2/COVID-19 testing: a scoping review of current guidance
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38. Guidelines and Safety Considerations in the Laboratory Diagnosis of SARS-CoV-2 Infection: A Prerequisite Study for Health Professionals
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39. Common hematological values predict unfavorable outcomes in hospitalized COVID-19 patients
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40. Prediction Models for COVID-19 Integrating Age Groups, Gender, and Underlying Conditions
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41. Clinical prediction rule for SARS-CoV-2 infection from 116 U.S. emergency departments 2-22-2021
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42. Clinical decision support tool for diagnosis of COVID-19 in hospitals
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43. Covid-19: Involvement of the nervous system. Identifying neurological predictors defining the course of the disease
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44. Quantitative evaluation of COVID-19 pneumonia severity by CT pneumonia analysis algorithm using deep learning technology and blood test results
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45. Accuracy of the Veterans Health Administration COVID-19 (VACO) Index for predicting short-term mortality among 1307 US academic medical centre inpatients and 427 224 US Medicare patients
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46. A Proactive Approach to Identify the Exposure Risk to COVID-19: Validation of the Pandemic Risk Exposure Measurement (PREM) Model Using Real-World Data
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47. Data based model for predicting COVID-19 morbidity and mortality in metropolis
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48. Development of a Prediction Score for In-Hospital Mortality in COVID-19 Patients with Acute Kidney Injury: A Machine Learning Approach
    Daniela Ponce, Luís Gustavo Modelli de Andrade, Rolando Claure‐Del Granado, Alejandro Ferreiro-Fuentes, Raúl Lombardi, Latin American Investigators AKI CO Group · 2021 · Scientific Reports
49. MedML: Fusing medical knowledge and machine learning models for early pediatric COVID-19 hospitalization and severity prediction
    Junyi Gao, Chaoqi Yang, Joerg Heintz, Scott Barrows, Elise Albers, Mary Stapel, Sara C. Warfield, Adam Cross, Jimeng Sun · 2022 · iScience
50. A pre-trained convolutional neural network with optimized capsule networks for chest X-rays COVID-19 diagnosis
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51. The majority of 922 prediction models supporting breast cancer decision-making are at high risk of bias
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52. Impedimetric Sensing: An Emerging Tool for Combating the COVID-19 Pandemic
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53. Prediction of prognosis in COVID-19 patients using machine learning: A systematic review and meta-analysis
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54. Platelet aggregates detected using quantitative phase imaging associate with COVID-19 severity
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55. Artificial intelligence (AI) for neurologists: do digital neurones dream of electric sheep?
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56. The effect of machine learning algorithms in the prediction, and diagnosis of meningitis: A systematic review
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57. Predictive models of Alzheimer’s disease dementia risk in older adults with mild cognitive impairment: a systematic review and critical appraisal
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58. Can artificial intelligence be the future solution to the enormous challenges and suffering caused by Schizophrenia?
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59. The role of lung ultrasonography in COVID‐19 disease management
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60. A biomarker based severity progression indicator for COVID-19: the Kuwait prognosis indicator score
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61. Performance of serum apolipoprotein-A1 as a sentinel of Covid-19
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62. Development and validation of a prognostic nomogram for predicting in-hospital mortality of COVID-19: a multicenter retrospective cohort study of 4086 cases in China
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63. Demystifying AI in healthcare
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64. Generalisation challenges in deep learning models for medical imagery: insights from external validation of COVID-19 classifiers
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65. Infectious Disease Surveillance in the Era of Big Data and AI: Opportunities and Pitfalls
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66. Prediction models for self-harm and suicide: a systematic review and critical appraisal
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67. Artificial Intelligence in Infectious Disease Diagnostic Technologies
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68. Identifying patients with symptoms suspicious for COVID-19 at elevated risk of adverse events: The COVAS score
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69. Clinical Characteristics and Predictors of Mortality in Patients with COVID-19 Infection Outside Intensive Care
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70. Covichem: A biochemical severity risk score of COVID-19 upon hospital admission
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71. Reducing Bias in Healthcare Artificial Intelligence
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72. A systematic review of prediction models to diagnose COVID-19 in adults admitted to healthcare centers
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73. Machine Learning Algorithms are Superior to Conventional Regression Models in Predicting Risk Stratification of COVID-19 Patients
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74. Diagnostic yield of bacteriological tests and predictors of severe outcome in adult patients with COVID-19 presenting to the emergency department
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75. Biomarkers of severe COVID-19 pneumonia on admission using data-mining powered by common laboratory blood tests-datasets
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76. MANAGEMENT OF ENDOCRINE DISEASE: Dysnatraemia in COVID-19: prevalence, prognostic impact, pathophysiology, and management
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77. Rapid Exclusion of COVID Infection With the Artificial Intelligence Electrocardiogram
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78. Machine Learning Prediction of Death in Critically Ill Patients With Coronavirus Disease 2019
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79. Identification of Endotypes of Hospitalized COVID-19 Patients
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80. CCEDRRN COVID-19 Infection Score (CCIS): development and validation in a Canadian cohort of a clinical risk score to predict SARS-CoV-2 infection in patients presenting to the emergency department with suspected COVID-19
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81. Development and validation of a population-based risk stratification model for severe COVID-19 in the general population
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82. Clinical prediction models in hospitalized patients with COVID-19: A multicenter cohort study
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83. One Health in a Digital World: Technology, Data, Information and Knowledge
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84. Covid-19 triage in the emergency department 2.0: how analytics and AI transform a human-made algorithm for the prediction of clinical pathways
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85. End-to-end reproducible AI pipelines in radiology using the cloud
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86. On the Convergence of Epidemiology, Biostatistics, and Data Science
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87. New and developing diagnostic platforms for COVID-19: A systematic review
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88. Prediction of thromboembolic events and mortality by the CHADS2 and the CHA2DS2-VASc in COVID-19
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89. Accurate classification of COVID‐19 patients with different severity via machine learning
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90. A risk score based on baseline risk factors for predicting mortality in COVID-19 patients
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91. Prediction of COVID-19 deterioration in high-risk patients at diagnosis: an early warning score for advanced COVID-19 developed by machine learning
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92. Applications of AI and IoT in COVID-19 Vaccine and Its Impact on Social Life
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93. COVID-19 vaccination strategies depend on the underlying network of social interactions
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94. The influence of explainable vs non-explainable clinical decision support systems on rapid triage decisions: a mixed methods study
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95. An Explainable Artificial Intelligence Text Classifier for Suicidality Prediction in Youth Crisis Text Line Users: Development and Validation Study
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96. A systematic review on the efficacy of artificial intelligence in geriatric healthcare: a critical analysis of current literature
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97. The impact of socioeconomic status on 30‐day mortality in hospitalized patients with COVID‐19 infection
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