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2025	Constructing and learning heterogeneous patient graph representations from structured electronic medical records International Journal of Machine Learning and Cybernetics Yichen Li, Muyu Wang, Binyu Gao, Congmin Zhu, Lan Wei, Xiaolu Fei, Hui Chen
2025	Classification of the ICU Admission for COVID-19 Patients with Transfer Learning Models Using Chest X-Ray Images Diagnostics Yun-Chi Lin, Yu-Hua Dean Fang
2025	Development and Clinical Interpretation of an Explainable AI Model for Predicting Patient Pathways in the Emergency Department: A Retrospective Study Applied Sciences Émilien Arnaud, Pedro Antonio Moreno-Sanchez, Mahmoud Elbattah, Christine Ammirati, Mark van Gils, Gilles Dequen, Daniel Aiham Ghazali
2025	Explainable machine learning for predicting ICU mortality in myocardial infarction patients using pseudo-dynamic data Scientific Reports Munib Mesinovic, Peter Watkinson, Tingting Zhu
2024	Towards Improved XAI-Based Epidemiological Research into the Next Potential Pandemic Life Hamed Khalili, Maria A. Wimmer
2023	Multi-omics and immune cells’ profiling of COVID-19 patients for ICU admission prediction: in silico analysis and an integrated machine learning-based approach in the framework of Predictive, Preventive, and Personalized Medicine EPMA Journal Kun Zhu, Zhonghua Chen, Yi Xiao, Dengming Lai, Xiaofeng Wang, Xiangming Fang, Qiang Shu
2023	Predicting medical device failure: a promise to reduce healthcare facilities cost through smart healthcare management PeerJ Computer Science Noorul Husna Abd Rahman, Muhammad Hazim Mohamad Zaki, Khairunnisa Hasikin, Nasrul Anuar Abd Razak, Ayman Khaleel Ibrahim, Khin Wee Lai
2023	Artificial intelligence and discrete-event simulation for capacity management of intensive care units during the Covid-19 pandemic: A case study Journal of Business Research Miguel Ortiz-Barrios, Sebastián Arias-Fonseca, Alessio Ishizaka, Maria Barbati, Betty Avendaño-Collante, Eduardo Navarro-Jiménez
2022	Mortality Prediction Analysis among COVID-19 Inpatients Using Clinical Variables and Deep Learning Chest Radiography Imaging Features Tomography Xuan V. Nguyen, Engin Dikici, Sema Candemir, Robyn L. Ball, Luciano M. Prevedello
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