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2024
O2 supplementation disambiguation in clinical narratives to support retrospective COVID-19 studies
BMC Medical Informatics and Decision Making
2024
Machine and deep learning methods for clinical outcome prediction based on physiological data of COVID-19 patients: a scoping review
International Journal of Medical Informatics
2024
Application of multi-gene genetic programming to the prognosis prediction of COVID-19 using routine hematological variables
Scientific Reports
2024
Machine Learning First Response to COVID-19: A Systematic Literature Review of Clinical Decision Assistance Approaches during Pandemic Years from 2020 to 2022
Electronics
2023
Longitudinal medical subspecialty follow-up of critically and non-critically ill hospitalized COVID-19 survivors up to 24 months after discharge
Internal and Emergency Medicine
2023
Incidence of new-onset in-hospital and persistent diabetes in COVID-19 patients: comparison with influenza
eBioMedicine
2023
Potential and limitations of machine meta-learning (ensemble) methods for predicting COVID-19 mortality in a large inhospital Brazilian dataset
Scientific Reports
2023
Prognostic models in COVID-19 infection that predict severity: a systematic review
European Journal of Epidemiology
2023
A deep learning approach for inpatient length of stay and mortality prediction
Journal of Biomedical Informatics
2023
Multi-omics and immune cells’ profiling of COVID-19 patients for ICU admission prediction: in silico analysis and an integrated machine learning-based approach in the framework of Predictive, Preventive, and Personalized Medicine
EPMA Journal
2023
Longitudinal Chest X-ray Scores and their Relations with Clinical Variables and Outcomes in COVID-19 Patients
Diagnostics
2023
Explainable Mortality Prediction Model for Congestive Heart Failure with Nature-Based Feature Selection Method
Applied Sciences
2023
Machine Learning Model for Predicting Mortality Risk in Patients With Complex Chronic Conditions: Retrospective Analysis
Online Journal of Public Health Informatics
2023
Lecture Notes in Electrical Engineering
2023
Predicting intensive care need for COVID-19 patients using deep learning on chest radiography
Journal of Medical Imaging
2023
Prediction of low pulse oxygen saturation in COVID-19 using remote monitoring post hospital discharge
International Journal of Medical Informatics
2023
Multiple Imputation and its Application 2e
2023
Long-term outcomes of COVID-19 survivors with hospital AKI: association with time to recovery from AKI
Nephrology Dialysis Transplantation
2023
Validity of prognostic models of critical COVID-19 is variable. A systematic review with external validation
Journal of Clinical Epidemiology
2023
Applying Neural Networks to Recover Values of Monitoring Parameters for COVID-19 Patients in the ICU
Mathematics
2023
Predicting survival of Iranian COVID-19 patients infected by various variants including omicron from CT Scan images and clinical data using deep neural networks
Heliyon
2023
Multimodal deep learning for COVID-19 prognosis prediction in the emergency department: a bi-centric study
Scientific Reports
2023
Predictive Model for Mortality in Severe COVID-19 Patients across the Six Pandemic Waves
Viruses
2023
Combined systemic inflammatory indexes as reflectors of outcome in patients with COVID‑19 infection admitted to ICU
Inflammopharmacology
2023
Machine learning algorithms for predicting determinants of COVID-19 mortality in South Africa
Frontiers in Artificial Intelligence
2023
The accuracy of artificial intelligence in predicting COVID-19 patient mortality: a systematic review and meta-analysis
BMC Medical Informatics and Decision Making
2022
2022 International Conference on Trends in Quantum Computing and Emerging Business Technologies (TQCEBT)
2022
Mortality Prediction Analysis among COVID-19 Inpatients Using Clinical Variables and Deep Learning Chest Radiography Imaging Features
Tomography
2022
Development of Machine-Learning Model to Predict COVID-19 Mortality: Application of Ensemble Model and Regarding Feature Impacts
Diagnostics
2022
Mortality Analysis of Patients with COVID-19 in Mexico Based on Risk Factors Applying Machine Learning Techniques
Diagnostics
2022
eXtreme Gradient Boosting-based method to classify patients with COVID-19
Journal of Investigative Medicine
2022
Long-short-term memory machine learning of longitudinal clinical data accurately predicts acute kidney injury onset in COVID-19: a two-center study
International Journal of Infectious Diseases
2022
Combined Blood Indexes of Systemic Inflammation as a Mirror to Admission to Intensive Care Unit in COVID-19 Patients: A Multicentric Study
Journal of Epidemiology and Global Health
2022
Mortality prediction of COVID-19 patients using soft voting classifier
International Journal of Cognitive Computing in Engineering
2022
Deep learning of longitudinal chest X-ray and clinical variables predicts duration on ventilator and mortality in COVID-19 patients
BioMedical Engineering OnLine
2022
Predicting length of stay in ICU and mortality with temporal dilated separable convolution and context-aware feature fusion
Computers in Biology and Medicine
2022
Interpretable generalized neural additive models for mortality prediction of COVID-19 hospitalized patients in Hamadan, Iran
BMC Medical Research Methodology
2022
Artificial Intelligence in Covid-19
2022
Fine-Tuned Siamese Network with Modified Enhanced Super-Resolution GAN Plus Based on Low-Quality Chest X-ray Images for COVID-19 Identification
Diagnostics
2022
2022 14th International Conference on Computational Intelligence and Communication Networks (CICN)
2022
Interpretable deep learning for the prediction of ICU admission likelihood and mortality of COVID-19 patients
PeerJ Computer Science
2022
Advances in Logistics, Operations, and Management Science
2022
Machine learning model from a Spanish cohort for prediction of SARS-COV-2 mortality risk and critical patients
Scientific Reports
2022
Impact of asthma on COVID-19 mortality in the United States: Evidence based on a meta-analysis
International Immunopharmacology
2022
Real-Time Prediction of Mortality, Cardiac Arrest, and Thromboembolic Complications in Hospitalized Patients With COVID-19
JACC: Advances
2022
Domain Shifts in Machine Learning Based Covid-19 Diagnosis From Blood Tests
Journal of Medical Systems
2022
WMR-DepthwiseNet: A Wavelet Multi-Resolution Depthwise Separable Convolutional Neural Network for COVID-19 Diagnosis
Diagnostics
2022
Design of an artificial neural network to predict mortality among COVID-19 patients
Informatics in Medicine Unlocked
2022
Plasma Levels and Renal Handling of Amino Acids Contribute to Determination of Risk of Mortality or Feed of Ventilation in Patients with COVID-19
Metabolites
2022
Reliability of predictive models to support early decision making in the emergency department for patients with confirmed diagnosis of COVID-19: the Pescara Covid Hospital score
BMC Health Services Research
2022
Outcomes of Hospitalized Patients With COVID-19 With Acute Kidney Injury and Acute Cardiac Injury
Frontiers in Cardiovascular Medicine
2022
Comparison of Machine Learning Tools for the Prediction of ICU Admission in COVID-19 Hospitalized Patients
Shiraz E-Medical Journal
2022
Longitudinal prediction of hospital-acquired acute kidney injury in COVID-19: a two-center study
Infection
2021
Computational Intelligence-Based Model for Mortality Rate Prediction in COVID-19 Patients
International Journal of Environmental Research and Public Health
2021
Kynurenine and Hemoglobin as Sex-Specific Variables in COVID-19 Patients: A Machine Learning and Genetic Algorithms Approach
Diagnostics
2021
Time-to-Death Longitudinal Characterization of Clinical Variables and Longitudinal Prediction of Mortality in COVID-19 Patients: A Two-Center Study
Frontiers in Medicine
2021
A State-of-the-Art Survey on Artificial Intelligence to Fight COVID-19
Journal of Clinical Medicine
2021
Does Famotidine Reduce the Risk of Progression to Severe Disease, Death, and Intubation for COVID-19 Patients? A Systemic Review and Meta-Analysis
Digestive Diseases and Sciences
2021
Predicting Prolonged Length of ICU Stay through Machine Learning
Diagnostics
2021
Functional status of mechanically ventilated COVID-19 survivors at ICU and hospital discharge
Journal of Intensive Care
2021
Validation of Neutrophil-to-Lymphocyte Ratio Cut-off Value Associated with High In-Hospital Mortality in COVID-19 Patients
International Journal of General Medicine
2021
Characterizing non-critically ill COVID-19 survivors with and without in-hospital rehabilitation
Scientific Reports
2021
Longitudinal Clinical Profiles of Hospital vs. Community-Acquired Acute Kidney Injury in COVID-19
Frontiers in Medicine
2021
Initial chest radiograph scores inform COVID-19 status, intensive care unit admission and need for mechanical ventilation
Clinical Radiology
2021
Neural network analysis of clinical variables predicts escalated care in COVID-19 patients: a retrospective study
PeerJ
2021
The incremental value of computed tomography of COVID-19 pneumonia in predicting ICU admission
Scientific Reports
2021
Machine Learning Approaches to Identify Patient Comorbidities and Symptoms That Increased Risk of Mortality in COVID-19
Diagnostics
2021
Independent Risk Factors for the Dynamic Development of COVID-19: A Retrospective Study
International Journal of General Medicine
2021
Application of Artificial Intelligence in COVID-19 Diagnosis and Therapeutics
Journal of Personalized Medicine
2021
Predicting mortality in SARS-COV-2 (COVID-19) positive patients in the inpatient setting using a novel deep neural network
International Journal of Medical Informatics
2020
Prediction models for diagnosis and prognosis of covid-19: systematic review and critical appraisal
BMJ
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