Munib Mesinovic

11 papers Journal 10Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	DySurv: dynamic deep learning model for survival analysis with conditional variational inference. J. Am. Medical Informatics Assoc. Munib Mesinovic, Peter J. Watkinson, Tingting Zhu
2025	J	`jnl`	Causal Graph Neural Networks for Healthcare. CoRR Munib Mesinovic, Max Buhlan, Tingting Zhu
2025	J	`jnl`	DynaGraph: Interpretable Multi-Label Prediction from EHRs via Dynamic Graph Learning and Contrastive Augmentation. CoRR Munib Mesinovic, Soheila Molaei, Peter J. Watkinson, Tingting Zhu
2025	J	`jnl`	SurvBench: A Standardised Preprocessing Pipeline for Multi-Modal Electronic Health Record Survival Analysis. CoRR Munib Mesinovic, Tingting Zhu
2023	J	`jnl`	At-Admission Prediction of Mortality and Pulmonary Embolism in COVID-19 Patients Using Statistical and Machine Learning Methods: An International Cohort Study. CoRR 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
2023	J	`jnl`	DySurv: Dynamic Deep Learning Model for Survival Prediction in the ICU. CoRR Munib Mesinovic, Peter J. Watkinson, Tingting Zhu
2023	J	`jnl`	Explainable AI for clinical risk prediction: a survey of concepts, methods, and modalities. CoRR Munib Mesinovic, Peter J. Watkinson, Tingting Zhu
2023	J	`jnl`	XMI-ICU: Explainable Machine Learning Model for Pseudo-Dynamic Prediction of Mortality in the ICU for Heart Attack Patients. CoRR Munib Mesinovic, Peter J. Watkinson, Tingting Zhu
2022	—	`conf`	Multi-label Neural Model for Prediction of Myocardial Infarction Complications with Resampling and Explainability. BHI Munib Mesinovic, Kai-Wen K. Yang
2021	J	`jnl`	Beta-VAE Reproducibility: Challenges and Extensions. CoRR Miroslav Fil, Munib Mesinovic, Matthew Morris, Jonas Wildberger
2020	J	`jnl`	Explainable Prediction of Acute Myocardial Infarction Using Machine Learning and Shapley Values. IEEE Access Lujain Ibrahim, Munib Mesinovic, Kai-Wen K. Yang, Mohamad A. Eid