Analysis of Perceived Stress Test using Machine Learning. - Toygar Tanyel (CoRR, 2023)

Beyond Known Reality: Exploiting Counterfactual Explanations for Medical Research. - Toygar Tanyel; Serkan Ayvaz; Bilgin Keserci (CoRR, 2023)

Mammographic Breast Positioning Assessment via Deep Learning. - Toygar Tanyel; Nurper Denizoglu; Mustafa Ege Seker; Deniz Alis; Esma Cerekci; Ercan Karaarslan; Erkin Aribal; Ilkay Öksüz (Deep-Breath@MICCAI, 2024)

Estimation of Two Dimensional Electric Field Distribution Through Deep Learning: Preliminary Study. - Toygar Tanyel; Gulsah Yildiz; Cemanur Aydinalp; Ilkay Öksüz (SIU, 2024)

Developing Linguistic Patterns to Mitigate Inherent Human Bias in Offensive Language Detection. - Toygar Tanyel; Besher Alkurdi; Serkan Ayvaz (Turkish J. Electr. Eng. Comput. Sci., 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)