Machine Learning and Medical Data: Predicting ICU Mortality and Re-admission Risks (original) (raw)
Related papers
Predicting readmissions, mortality, and infections in the ICU using Machine Learning Techniques
Research Papers in Economics, 2016
Annals of Operations Research
SSRN Electronic Journal, 2020
Prediction of COVID-19 Mortality in the Intensive Care Unit Using Machine Learning
Studies in health technology and informatics, 2023
Medical Outcome Prediction for Intensive Care Unit Patients
Concepts, Methodologies, Tools and Applications
Optimal intensive care outcome prediction over time using machine learning
PLOS ONE
Prediction of ICU Patients’ Deterioration Using Machine Learning Techniques
Cureus, 2023
Critical care medicine, 2018
Indian Journal of Critical Care Medicine
International Journal of Environmental Research and Public Health, 2021
Using Machine Learning for Predicting the Hospitalization of Emergency Department Patients
Studies in Health Technology and Informatics
Predicting Prolonged Length of ICU Stay through Machine Learning
Diagnostics, 2021
Machine Learning for Early Outcome Prediction in Septic Patients in the Emergency Department
Algorithms
Machine Learning to Predict COVID-19 and ICU Requirement
2020 11th International Conference on Electrical and Computer Engineering (ICECE), 2020
Applications of machine learning in acute care research
Journal of the American College of Emergency Physicians Open, 2020
BMJ Open
A robust and parsimonious machine learning method to predict ICU admission of COVID-19 patients
Medical & Biological Engineering & Computing, 2022
Predicting Intensive Care Unit Readmission with Machine Learning Using Electronic Health Record Data
Annals of the American Thoracic Society, 2018
Using Machine Learning to Predict ICU Transfer in Hospitalized COVID-19 Patients
Journal of Clinical Medicine, 2020
Automated ML Techniques for Predicting COVID-19 Mortality in the ICU
Studies in health technology and informatics, 2023
Predicting Inpatient Status for the Next 30/60/90 Days With Machine Learning
International Journal of Big Data and Analytics in Healthcare, 2021
Beatriz Nistal-Nuño, Journal einstein (São Paulo)
einstein (São Paulo), 2019
Prognostic Model of ICU Admission Risk in Patients with COVID-19 Infection Using Machine Learning
Diagnostics
Diagnostics, 2022
Diagnostics
Machine Learning Models for Analysis of Vital Signs Dynamics: A Case for Sepsis Onset Prediction
Journal of Healthcare Engineering, 2019
federico antonio niccolo amedeo cabitza
2021 IEEE 34th International Symposium on Computer-Based Medical Systems (CBMS), 2021
Using machine learning techniques to predict hospital admission at the emergency department
ArXiv, 2021
European Journal of Medical Research, 2022