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Mohammed Mahyoub
Mohammed Mahyoub
다른 이름Mohammed A Mahyoub
Data Science Manager at Virtua Health
binghamton.edu의 이메일 확인됨 - 홈페이지
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Neural-Network-Based Resource Planning for Health Referrals Creation Unit in Care Management Organizations
MA Mahyoub, SS Lam, Y Wang, MT Khasawneh, J Williford
IIE Annual Conference. Proceedings, 1092-1097, 2020
32020
Improving Health Referral Processing Using Machine-Learning-Guided Simulation: A Care Management Setting Case Study
MA Mahyoub
State University of New York at Binghamton, 2020
32020
Development and Validation of a Machine Learning Model Integrated with the Clinical Workflow for Early Detection of Sepsis
MA Mahyoub, RR Yadav, K Dougherty, A Shukla
Frontiers in Medicine 10, 1284081, 2023
22023
Integrating Machine Learning with Discrete Event Simulation for Improving Health Referral Processing in a Care Management Setting
M Mahyoub
arXiv preprint arXiv:2206.12551, 2022
22022
Analysis of drug consumption data using data mining techniques and a predictive model using multi-label classification
MA Mahyoub, LA Lekham, E Alenany, L Tarawneh, D Won
IIE Annual Conference. Proceedings, 864-869, 2019
22019
The Impact of a Hybrid Hospital at Home Program in Reducing Subacute Rehabilitation
RR Yadav, MA Mahyoub, MW Capriotti, RL Berio-Dorta, K Dougherty, ...
Risk Management and Healthcare Policy, 2223-2235, 2023
12023
Proposing A Novel Method for Prevention and Intervention of Upper Respiratory Tract Infections (URTIs) with Assistance of Wearable Sensor Technology
T Gao Smith, E Sacchetti, MA Mahyoub
Proceedings of the Human Factors and Ergonomics Society Annual Meeting 64 (1 …, 2020
12020
Development and validation of a machine learning model integrated with the clinical workflow for inpatient discharge date prediction
MA Mahyoub, K Dougherty, RR Yadav, R Berio-Dorta, A Shukla
Frontiers in Digital Health 6, 1455446, 2024
2024
Optimizing Clinical Data Availability: Extracting Pulmonary Embolism Diagnoses from Radiology Impressions with GPT-4o
M Mahyoub, K Dougherty, A Shukla
medRxiv, 2024.10. 14.24315482, 2024
2024
Systems Thinking for Tackling Organizational Problems: A Healthcare Setting Case Study
MA Mahyoub, Y Wang, MT Khasawneh
IIE Annual Conference. Proceedings, 399-404, 2021
2021
Modeling the Effect of Pulsed Laser Parameters on Stone Ablation during Laser Lithotripsy: An Optimization Study
MA Mahyoub, MT Khasawneh
IIE Annual Conference. Proceedings, 577-582, 2019
2019
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