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2025
A meta-analysis of the diagnostic test accuracy of artificial intelligence predicting emergency department dispositions
BMC Medical Informatics and Decision Making
2024
Prediction of prolonged mechanical ventilation in the intensive care unit via machine learning: a COVID-19 perspective
Scientific Reports
2023
Predicting omicron pneumonia severity and outcome: a single-center study in Hangzhou, China
Frontiers in Medicine
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
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
Deep learning of longitudinal chest X-ray and clinical variables predicts duration on ventilator and mortality in COVID-19 patients
BioMedical Engineering OnLine
2022
Longitudinal prediction of hospital-acquired acute kidney injury in COVID-19: a two-center study
Infection
2021
Machine Learning Approaches to Identify Patient Comorbidities and Symptoms That Increased Risk of Mortality in COVID-19
Diagnostics
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
Predicting Mechanical Ventilation and Mortality in COVID-19 Using Radiomics and Deep Learning on Chest Radiographs: A Multi-Institutional Study
Diagnostics
2021
Kynurenine and Hemoglobin as Sex-Specific Variables in COVID-19 Patients: A Machine Learning and Genetic Algorithms Approach
Diagnostics
2021
Characterizing non-critically ill COVID-19 survivors with and without in-hospital rehabilitation
Scientific Reports