Munib Mesinovic

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 7

Top Topics

Machine Learning

Myocardial Infarction

Top Venues

Publications

Munib Mesinovic, Peter J. Watkinson, Tingting Zhu
DySurv: Dynamic Deep Learning Model for Survival Prediction in the ICU. CoRR (2023)
Munib Mesinovic, Peter J. Watkinson, Tingting Zhu
Explainable AI for clinical risk prediction: a survey of concepts, methods, and modalities. CoRR (2023)
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
At-Admission Prediction of Mortality and Pulmonary Embolism in COVID-19 Patients Using Statistical and Machine Learning Methods: An International Cohort Study. CoRR (2023)
Munib Mesinovic, Peter J. Watkinson, Tingting Zhu
XMI-ICU: Explainable Machine Learning Model for Pseudo-Dynamic Prediction of Mortality in the ICU for Heart Attack Patients. CoRR (2023)
Munib Mesinovic, Kai-Wen Yang
Multi-label Neural Model for Prediction of Myocardial Infarction Complications with Resampling and Explainability. BHI (2022)
Miroslav Fil, Munib Mesinovic, Matthew Morris, Jonas Wildberger
Beta-VAE Reproducibility: Challenges and Extensions. CoRR (2021)
Lujain Ibrahim, Munib Mesinovic, Kai-Wen Yang, Mohamad A. Eid
Explainable Prediction of Acute Myocardial Infarction Using Machine Learning and Shapley Values. IEEE Access 8 (2020)