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Munib Mesinovic
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2020 – today
- 2025
- [i6]Munib Mesinovic, Soheila Molaei, Peter J. Watkinson, Tingting Zhu:
DynaGraph: Interpretable Multi-Label Prediction from EHRs via Dynamic Graph Learning and Contrastive Augmentation. CoRR abs/2503.22257 (2025) - 2023
- [i5]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 abs/2305.06109 (2023) - [i4]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 abs/2305.11199 (2023) - [i3]Munib Mesinovic, Peter J. Watkinson, Tingting Zhu:
Explainable AI for clinical risk prediction: a survey of concepts, methods, and modalities. CoRR abs/2308.08407 (2023) - [i2]Munib Mesinovic
, Peter J. Watkinson, Tingting Zhu:
DySurv: Dynamic Deep Learning Model for Survival Prediction in the ICU. CoRR abs/2310.18681 (2023) - 2022
- [c1]Munib Mesinovic, Kai-Wen K. Yang:
Multi-label Neural Model for Prediction of Myocardial Infarction Complications with Resampling and Explainability. BHI 2022: 1-5 - 2021
- [i1]Miroslav Fil, Munib Mesinovic, Matthew Morris, Jonas Wildberger:
Beta-VAE Reproducibility: Challenges and Extensions. CoRR abs/2112.14278 (2021) - 2020
- [j1]Lujain Ibrahim
Explainable Prediction of Acute Myocardial Infarction Using Machine Learning and Shapley Values. IEEE Access 8: 210410-210417 (2020)
Coauthor Index
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