Munib Mesinovic

According to our database, Munib Mesinovic authored at least 7 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

DySurv: Dynamic Deep Learning Model for Survival Prediction in the ICU.

Munib Mesinovic, Peter J. Watkinson, Tingting Zhu

CoRR, 2023

Explainable AI for clinical risk prediction: a survey of concepts, methods, and modalities.

Munib Mesinovic, Peter J. Watkinson, Tingting Zhu

CoRR, 2023

At-Admission Prediction of Mortality and Pulmonary Embolism in COVID-19 Patients Using Statistical and Machine Learning Methods: An International Cohort Study.

Munib Mesinovic, Xin Ci Wong, Giri Shan Rajahram, Barbara Wanjiru Citarella, Kalaiarasu M. Peariasamy, Frank van Someren Greve, Piero Olliaro, Laura Merson, Lei A. Clifton, Christiana Kartsonaki

CoRR, 2023

XMI-ICU: Explainable Machine Learning Model for Pseudo-Dynamic Prediction of Mortality in the ICU for Heart Attack Patients.

Munib Mesinovic, Peter J. Watkinson, Tingting Zhu

CoRR, 2023

2022

Multi-label Neural Model for Prediction of Myocardial Infarction Complications with Resampling and Explainability.

Munib Mesinovic, Kai-Wen K. Yang

Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022

2021

Beta-VAE Reproducibility: Challenges and Extensions.

Miroslav Fil, Munib Mesinovic, Matthew Morris, Jonas Wildberger

CoRR, 2021

2020

Explainable Prediction of Acute Myocardial Infarction Using Machine Learning and Shapley Values.

Lujain Ibrahim, Munib Mesinovic, Kai-Wen K. Yang, Mohamad A. Eid

IEEE Access, 2020