Mehmet Yigit Balik

According to our database, Mehmet Yigit Balik authored at least 5 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

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

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

Mehmet Yigit Balik, Maksim Sinelnikov, Priscilla Ong, Harri Lähdesmäki

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Comparing Federated Stochastic Gradient Descent and Federated Averaging for Predicting Hospital Length of Stay.

Mehmet Yigit Balik

CoRR, 2024

2023

Interpretable Deep Learning for Myocardial Infarction Detection from ECG Signals.

Mehmet Yigit Balik, Kaan Gökçe, Sezgin Atmaca, Emre Aslanger, Arda Güler, Ilkay Öksüz

Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

2022

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

Mehmet Yigit Balik, Arwa Rekik, Islem Rekik

Proceedings of the Predictive Intelligence in Medicine - 5th International Workshop, 2022