A Graphical Network Layer for Lagged Analysis of FMRI Data. - Hasan Atakan Bedel; Irmak Sivgin; Tolga Çukur (SIU, 2022)

BolT: Fused window transformers for fMRI time series analysis. - Hasan Atakan Bedel; Irmak Sivgin; Onat Dalmaz; Salman Ul Hassan Dar; Tolga Çukur (Medical Image Anal., 2023)

Geometric Algebra Planes: Convex Implicit Neural Volumes. - Irmak Sivgin; Sara Fridovich-Keil; Gordon Wetzstein; Mert Pilanci (CoRR, 2024)

A Plug-In Graph Neural Network to Boost Temporal Sensitivity in fMRI Analysis. - Irmak Sivgin; Hasan Atakan Bedel; Saban Öztürk; Tolga Çukur (IEEE J. Biomed. Health Informatics, 2024)