Publications

You can also find my articles on my Google Scholar profile.

Journal Articles

Interpretable ECG analysis for myocardial infarction detection through counterfactuals

T. Tanyel, S. Atmaca, K. Gökçe, M. Y. Balık, A. Güler, E. Aslanger, I. Öksüz

In Biomedical Signal Processing and Control (2025)

Modeling Temporal scRNA-seq Data with Latent Gaussian Process and Optimal Transport

M. Y. Balık, H. Lähdesmäki

In Proceedings of the 43rd International Conference on Machine Learning (ICML) (2026)

Bayesian Basis Function Approximation for Scalable Gaussian Process Priors in Deep Generative Models

M. Y. Balık, M. Sinelnikov, P. Ong, H. Lähdesmäki

In Proceedings of the 42nd International Conference on Machine Learning (ICML) (2025)

Interpretable Deep Learning for Myocardial Infarction Detection from ECG Signals

M. Y. Balık, K. Gökçe, S. Atmaca, E. Aslanger, A. Güler, I. Öksüz

In 31st Signal Processing and Communications Applications Conference (SIU) (2023)

Investigating the Predictive Reproducibility of Federated Graph Neural Networks Using Medical Datasets

M. Y. Balık, A. Rekik, I. Rekik

In Predictive Intelligence in Medicine: 5th International Workshop, PRIME 2022, Held in Conjunction with MICCAI (2022)