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 | 3 | 2020 |
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 | 3 | 2020 |
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 | 2 | 2023 |
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 | 2 | 2022 |
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 | 2 | 2019 |
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 | 1 | 2023 |
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 | 1 | 2020 |
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 |