Adoption of machine learning algorithm for predicting the length of stay of patients (construction workers) during COVID pandemic

MIMIC-III, a freely accessible critical care database

Alistair E. W. Johnson, Tom Pollard, Lu Shen et al. · Scientific Data · 2016 · 7.7K citations · Full text

Clinical Data, Clinical Database, Health Data +11

Predicting length of stay from an electronic patient record system: a primary total knee replacement example

Evelene M Carter, Henry Potts · BMC Medical Informatics and Decision Making · 2014 · 149 citations · Full text

Insights from a machine learning model for predicting the hospital Length of Stay (LOS) at the time of admission

Lior Turgeman, Jerrold H. May, Roberta Sciulli · Expert Systems with Applications · 2017 · 111 citations

Nursing, Data Science, Prediction Modelling +10

Neural Network Prediction of ICU Length of Stay Following Cardiac Surgery Based on Pre-Incision Variables

Rocco J. Lafaro, Suryanarayana Pothula, K. Kubal et al. · PLoS ONE · 2015 · 69 citations · Full text

The use of artificial neural networks to stratify the length of stay of cardiac patients based on preoperative and initial postoperative factors

Michael J. Rowan, Thomas Ryan, F. Hegarty et al. · Artificial Intelligence in Medicine · 2007 · 68 citations

Heart Failure, Cardiac Anaesthesia, Artificial Neural Networks +11