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Journal of Clinical Medicine|December 11, 2022
Predicting Adult Hospital Admission from Emergency Department Using Machine Learning: An Inclusive Gradient Boosting ModelDhavalkumar Patel, Satya Narayan Cheetirala, Ganesh Raut, et al.Journal of Clinical Medicine|June 5, 2020
Using Machine Learning to Predict ICU Transfer in Hospitalized COVID-19 PatientsFu-Yuan Cheng, Himanshu Joshi, Pranai Tandon, et al.NPJ Digital Medicine|June 6, 2024
Assessing calibration and bias of a deployed machine learning malnutrition prediction model within a large healthcare systemLathan Liou, Erick Scott, Prathamesh Parchure, et al.Scientific Reports|January 15, 2021
Predicting adult neuroscience intensive care unit admission from emergency department triage using a retrospective, tabular-free text machine learning approachEyal Klang, Benjamin R Kummer, Neha S Dangayach, et al.Alzheimer'S & Dementia (Amsterdam, Netherlands)|August 2, 2024
Speech markers of depression dimensions across cognitive statusLaili Soleimani, Yuxia Ouyang, Sunghye Cho, et al.Journal of Human Nutrition and Dietetics : the Official Journal of the British Dietetic Association|February 13, 2024
Malnutrition risk assessment using a machine learning-based screening tool: A multicentre retrospective cohortPrathamesh Parchure, Melanie Besculides, Serena Zhan, et al.Critical Care Medicine|February 21, 2024
Real-Time Machine Learning Alerts to Prevent Escalation of Care: A Nonrandomized Clustered Pragmatic Clinical TrialMatthew A Levin, Arash Kia, Prem Timsina, et al.JMIR Formative Research|October 26, 2023
A Hybrid Decision Tree and Deep Learning Approach Combining Medical Imaging and Electronic Medical Records to Predict Intubation Among Hospitalized Patients With COVID-19: Algorithm Development and ValidationKim-Anh-Nhi Nguyen, Pranai Tandon, Sahar Ghanavati, et al.Journal of the American College of Nutrition|July 24, 2020
MUST-Plus: A Machine Learning Classifier That Improves Malnutrition Screening in Acute Care FacilitiesPrem Timsina, Himanshu N Joshi, Fu-Yuan Cheng, et al.JMIR AI|August 27, 2024
Traditional Machine Learning, Deep Learning, and BERT (Large Language Model) Approaches for Predicting Hospitalizations From Nurse Triage Notes: Comparative Evaluation of Resource ManagementDhavalkumar Patel, Prem Timsina, Larisa Gorenstein, et al.Pageof 4