Ulcerative Colitis Mayo Endoscopic Scoring Classification with Active Learning and Generative Data Augmentation. - Ümit Mert Çaglar; Alperen Inci; Oguz Hanoglu; Görkem Polat; Alptekin Temizel (BIBM, 2023)

Exploring Challenges in Deep Learning of Single-Station Ground Motion Records. - Ümit Mert Çaglar; Baris Yilmaz; Melek Türkmen; Erdem Akagündüz; Salih Tileylioglu (CoRR, 2024)

Class distance weighted cross entropy loss for classification of disease severity. - Gorkem Polat; Ümit Mert Çaglar; Alptekin Temizel (Expert Syst. Appl., 2025)

Colorectal Cancer Tumor Grade Segmentation in Digital Histopathology Images: From Giga to Mini Challenge. - Alper Bahcekapili; Duygu Arslan; Umut Ozdemir; Berkay Ozkirli; Emre Akbas; Ahmet Acar; Gozde Bozdagi Akar; Bingdou He; Shuoyu Xu; Ümit Mert Çaglar; Alptekin Temizel; Guillaume Picaud; et al. (CoRR, 2025)