Voxel-MARS: a method for early detection of Alzheimer's disease by classification of structural brain MRI. - Alper Çevik; Gerhard-Wilhelm Weber; B. Murat Eyüboglu; Kader Karli Oguz (Ann. Oper. Res., 2017)

Homozygous LAMC3 mutation links to structural and functional changes in visual attention networks. - Buse M. Urgen; Yasemin Topac; F. Seyhun Ustun; Pinar Demirayak; Kader Karli Oguz; Tulay Kansu; Serap Saygi; Tayfun Ozcelik; Huseyin Boyaci; Katja Doerschner (NeuroImage, 2019)

mustGAN: multi-stream Generative Adversarial Networks for MR Image Synthesis. - Mahmut Yurt; Salman Ul Hassan Dar; Aykut Erdem; Erkut Erdem; Kader Karli Oguz; Tolga Çukur (Medical Image Anal., 2021)

Progressively volumetrized deep generative models for data-efficient contextual learning of MR image recovery. - Mahmut Yurt; Muzaffer Özbey; Salman Ul Hassan Dar; Berk Tinaz; Kader Karli Oguz; Tolga Çukur (Medical Image Anal., 2022)

Semi-Supervised Learning of MRI Synthesis Without Fully-Sampled Ground Truths. - Mahmut Yurt; Onat Dalmaz; Salman Ul Hassan Dar; Muzaffer Özbey; Berk Tinaz; Kader Karli Oguz; Tolga Çukur (IEEE Trans. Medical Imaging, 2022)

Parallel-stream fusion of scan-specific and scan-general priors for learning deep MRI reconstruction in low-data regimes. - Salman Ul Hassan Dar; Saban Öztürk; Muzaffer Özbey; Kader Karli Oguz; Tolga Çukur (Comput. Biol. Medicine, 2023)

One model to unite them all: Personalized federated learning of multi-contrast MRI synthesis. - Onat Dalmaz; Muhammad Usama Mirza; Gökberk Elmas; Muzaffer Özbey; Salman Ul Hassan Dar; Emir Ceyani; Kader Karli Oguz; Salman Avestimehr; Tolga Çukur (Medical Image Anal., 2024)