Optimization of Tree-Based Machine Learning Models to Predict the Length of Hospital Stay Using Genetic Algorithm

An explainable machine learning framework for lung cancer hospital length of stay prediction

(2022) Belal Alsinglawi et al.   Scientific Reports

Challenges in Deploying Machine Learning: a Survey of Case Studies

(2022) Andrei Paleyes et al.   ACM COMPUTING SURVEYS

Machine Learning Technology-Based Heart Disease Detection Models

(2022) Umarani Nagavelli et al.   Journal of Healthcare Engineering

A Machine Learning Model for Early Prediction and Detection of Sepsis in Intensive Care Unit Patients

(2022) Yash Veer Singh et al.   Journal of Healthcare Engineering

Extreme gradient boosting (Xgboost) model to predict the groundwater levels in Selangor Malaysia

(2021) Ahmedbahaaaldin Ibrahem Ahmed Osman et al.   Ain Shams Engineering Journal

Hand gesture classification using a novel CNN-crow search algorithm

(2021) Thippa Reddy Gadekallu et al.   Complex & Intelligent Systems

Prediction of COVID-19 Hospital Length of Stay and Risk of Death Using Artificial Intelligence-Based Modeling

(2021) Bassam Mahboub et al.   Frontiers in Medicine

Predicting length of stay in hospitals intensive care unit using general admission features

(2021) Merhan A. Abd-Elrazek et al.   Ain Shams Engineering Journal

Hospital Length of Stay Prediction Methods

(2021) Vincent Lequertier et al.   MEDICAL CARE

Prediction and Analysis of Length of Stay Based on Nonlinear Weighted XGBoost Algorithm in Hospital

(2021) Yong Chen   Journal of Healthcare Engineering

An XGBoost-based casualty prediction method for terrorist attacks

(2020) Yi Feng et al.   Complex & Intelligent Systems

Machine Learning in the Prediction of Medical Inpatient Length of Stay

(2020) Stephen Bacchi et al.   INTERNAL MEDICINE JOURNAL

An optimized XGBoost based diagnostic system for effective prediction of heart disease

(2020) Kartik Budholiya et al.   Journal of King Saud University-Computer and Information Sciences

Predictors of in-hospital length of stay among cardiac patients: A machine learning approach

(2019) Tahani A. Daghistani et al.   INTERNATIONAL JOURNAL OF CARDIOLOGY

Prediction of Patient Length of Stay on the Intensive Care Unit Following Cardiac Surgery: A Logistic Regression Analysis Based on the Cardiac Operative Mortality Risk Calculator, EuroSCORE

(2018) Katherine Meadows et al.   JOURNAL OF CARDIOTHORACIC AND VASCULAR ANESTHESIA

OUP accepted manuscript

(2018)   NEUROSURGERY

Analysis of length of hospital stay using electronic health records: A statistical and data mining approach

(2018) Hyunyoung Baek et al.   PLoS One

A systematic review of research design and modeling techniques in inpatient bed management

(2018) Lu He et al.   COMPUTERS & INDUSTRIAL ENGINEERING

Hospital length of stay following radical cystectomy for muscle-invasive bladder cancer: Development and validation of a population-based prediction model

(2018) Mohamed D. Ray-Zack et al.   UROLOGIC ONCOLOGY-SEMINARS AND ORIGINAL INVESTIGATIONS

Length of Hospital Stay Prediction at the Admission Stage for Cardiology Patients Using Artificial Neural Network

(2016) Pei-Fang (Jennifer) Tsai et al.   Journal of Healthcare Engineering

ICU physicians are unable to accurately predict length of stay at admission: a prospective study

(2015) Antonio Paulo Nassar et al.   INTERNATIONAL JOURNAL FOR QUALITY IN HEALTH CARE

Decision support for hospital bed management using adaptable individual length of stay estimations and shared resources

(2013) Robert Schmidt et al.   BMC Medical Informatics and Decision Making

Length of Stay Predictions

(2010) Vincent Liu et al.   MEDICAL CARE