Munib Mesinovic

PhD student, University of Oxford

Joined

March 2022

Names

Munib Mesinovic (Preferred)

Emails

****@jesus.ox.ac.uk (Confirmed)

****@eng.ox.ac.uk (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

PhD student

University of Oxford (oxford.ac.uk)

2021 – 2026

MS student

University of Oxford (oxford.ac.uk)

2020 – 2021

Undergrad student

New York University Abu Dhabi (nyu.edu)

2016 – 2020

Advisors, Relations & Conflicts

Coauthor

Soheila Molaei

2024 – 2025

PhD Advisor

Tingting Zhu

2021 – 2025

Expertise

Machine Learning

2019 – Present

Publications

Multi-Modal Interpretable Graph for Competing Risk Prediction with Electronic Health Records
Munib Mesinovic, Peter Watkinson, Tingting Zhu
- TGL @ KDD 2025
- Readers: Everyone
DySurv: Dynamic Deep Learning Model for Survival Prediction in the ICU
Munib Mesinovic, Peter Watkinson, Tingting Zhu
- DGM4H NeurIPS 2023 Poster
- Readers: Everyone
XMI-ICU: Explainable Machine Learning Model for Pseudo-Dynamic Prediction of Mortality and Heart Attack in the ICU
Munib Mesinovic, Tingting Zhu
- Published: 02 Mar 2023, Last Modified: 02 Mar 2023
- 2023 ICLR - MLGH Poster
- Readers: Everyone
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
- Published: 01 Jan 2023, Last Modified: 01 Sept 2023
- CoRR 2023
- Readers: Everyone
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
- Published: 01 Jan 2023, Last Modified: 01 Sept 2023
- CoRR 2023
- Readers: Everyone
Explainable AI for clinical risk prediction: a survey of concepts, methods, and modalities
Munib Mesinovic, Peter J. Watkinson, Tingting Zhu
- Published: 01 Jan 2023, Last Modified: 01 Sept 2023
- CoRR 2023
- Readers: Everyone
Multi-label Neural Model for Prediction of Myocardial Infarction Complications with Resampling and Explainability
Munib Mesinovic, Kai-Wen Yang
- Published: 01 Jan 2022, Last Modified: 01 Sept 2023
- BHI 2022
- Readers: Everyone
Beta-VAE Reproducibility: Challenges and Extensions
Miroslav Fil, Munib Mesinovic, Matthew Morris, Jonas Wildberger
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- CoRR 2021
- Readers: Everyone
Explainable Prediction of Acute Myocardial Infarction Using Machine Learning and Shapley Values
Lujain Ibrahim, Munib Mesinovic, Kai-Wen Yang, Mohamad A. Eid
- Published: 01 Jan 2020, Last Modified: 01 Sept 2023
- IEEE Access 2020
- Readers: Everyone