Multivariate discriminant analysis of multiparametric brain MRI to differentiate high grade and low grade gliomas - A computer-aided diagnosis development study. - Fusun Citak Er; Zeynep Firat; Ilhami Kovanlikaya; Ugur Türe; Esin Ozturk-Isik (BIBE, 2013)

Machine-learning in grading of gliomas based on multi-parametric magnetic resonance imaging at 3T. - Fusun Citak Er; Zeynep Firat; Ilhami Kovanlikaya; Ugur Türe; Esin Ozturk-Isik (Comput. Biol. Medicine, 2018)

LARO: Learned acquisition and reconstruction optimization to accelerate quantitative susceptibility mapping. - Jinwei Zhang; Pascal Spincemaille; Hang Zhang 010; Thanh D. Nguyen; Chao Li; Jiahao Li 006; Ilhami Kovanlikaya; Mert R. Sabuncu; Yi Wang 028 (NeuroImage, 2023)

QSM-RimDS: A highly sensitive paramagnetic rim lesion detection and segmentation tool for multiple sclerosis lesions. - Ha Luu; Mert Sisman; Ilhami Kovanlikaya; Tam Vu 003; Pascal Spincemaille; Yi Wang; Francesca Bagnato; Susan A. Gauthier; Thanh Nguyen (CoRR, 2024)

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis. - Alexandra G. Roberts; Ha Luu; Mert Sisman; Alexey V. Dimov; Ceren Tozlu; Ilhami Kovanlikaya; Susan A. Gauthier; Thanh D. Nguyen; Yi Wang 028 (CoRR, 2025)