Investigating the Predictive Reproducibility of Federated Graph Neural Networks Using Medical Datasets. - Mehmet Yigit Balik; Arwa Rekik; Islem Rekik (PRIME@MICCAI, 2022)

Interpretable Deep Learning for Myocardial Infarction Detection from ECG Signals. - Mehmet Yigit Balik; Kaan Gökçe; Sezgin Atmaca; Emre Aslanger; Arda Güler; Ilkay Öksüz (SIU, 2023)

Comparing Federated Stochastic Gradient Descent and Federated Averaging for Predicting Hospital Length of Stay. - Mehmet Yigit Balik (CoRR, 2024)

Interpretable ECG analysis for myocardial infarction detection through counterfactuals. - Toygar Tanyel; Sezgin Atmaca; Kaan Gökçe; Mehmet Yigit Balik; Arda Güler; Emre Aslanger; Ilkay Öksüz (Biomed. Signal Process. Control., 2025)