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Omar Hamed
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Pedestrian's Intention Recognition, Fusion of Handcrafted Features in a Deep Learning Approach
O Hamed, HJ Steinhauer
Proceedings of the AAAI Conference on Artificial Intelligence 35 (18), 15795 …, 2021
52021
The Price of Explainability in Machine Learning Models for 100-Day Readmission Prediction in Heart Failure: Retrospective, Comparative, Machine Learning Study
A Soliman, B Agvall, K Etminani, O Hamed, M Lingman
Journal of Medical Internet Research 25, e46934, 2023
22023
Time-series Anonymization of Tabular Health Data using Generative Adversarial Network
AS Hashemi, K Etminani, A Soliman, O Hamed, J Lundström
2023 International Joint Conference on Neural Networks (IJCNN), 1-8, 2023
22023
Interdisciplinary Human-Centered AI for Hospital Readmission Prediction of Heart Failure Patients
A Soliman, M Nair, M Petersson, L Lundgren, P Dryselius, E Fogelberg, ...
CARING IS SHARING–EXPLOITING THE VALUE IN DATA FOR HEALTH AND INNOVATION, 556, 2023
12023
Machine Learning Model for Readmission Prediction of Patients With Heart Failure Based on Electronic Health Records: Protocol for a Quasi-Experimental Study for Impact Assessment
M Nair, LE Lundgren, A Soliman, P Dryselius, E Fogelberg, M Petersson, ...
JMIR Research Protocols 13 (1), e52744, 2024
2024
Temporal Context Matters: An Explainable Model for Medical Resource Utilization in Chronic Kidney Disease
O Hamed, A Soliman, K Etminani
CARING IS SHARING–EXPLOITING THE VALUE IN DATA FOR HEALTH AND INNOVATION, 613, 2023
2023
Pedestrian Intention Recognition and Action Prediction Using a Feature Fusion Deep Learning Approach
O Hamed, HJ Steinhauer
The 18th International Conference on Modeling Decisions for Artificial …, 2021
2021
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