Segmentation of the Proximal Femur from MR Images using Deep Convolutional Neural Networks. - Cem M. Deniz; Spencer Hallyburton; Arakua Welbeck; Stephen Honig; Kyunghyun Cho; Gregory Chang (CoRR, 2017)

Attention-based CNN for KL Grade Classification: Data from the Osteoarthritis Initiative. - Bofei Zhang; Jimin Tan; Kyunghyun Cho; Gregory Chang; Cem M. Deniz (ISBI, 2020)

Semi-supervised learning for predicting total knee replacement with unsupervised data augmentation. - Jimin Tan; Bofei Zhang; Kyunghyun Cho; Gregory Chang; Cem M. Deniz (Computer-Aided Diagnosis, 2020)

The International Workshop on Osteoarthritis Imaging Knee MRI Segmentation Challenge: A Multi-Institute Evaluation and Analysis Framework on a Standardized Dataset. - Arjun D. Desai; Francesco Calivá; Claudia Iriondo; Naji Khosravan; Aliasghar Mortazi; Sachin Jambawalikar; Drew A. Torigian; Jutta Ellermann; Mehmet Akçakaya; Ulas Bagci; Radhika Tibrewala; Io Flament; et al. (CoRR, 2020)

Radiology Reports Improve Visual Representations Learned from Radiographs. - Haoxu Huang; Samyak Rawlekar; Sumit Chopra; Cem M. Deniz (MIDL, 2023)

HIST-AID: Leveraging Historical Patient Reports for Enhanced Multi-Modal Automatic Diagnosis. - Haoxu Huang; Cem M. Deniz; Kyunghyun Cho; Sumit Chopra; Divyam Madaan (ML4H@NeurIPS, 2024)

MR-Transformer: Vision Transformer for Total Knee Replacement Prediction Using Magnetic Resonance Imaging. - Chaojie Zhang; Shengjia Chen; Ozkan Cigdem; Haresh Rengaraj Rajamohan; Kyunghyun Cho; Richard Kijowski; Cem M. Deniz (CoRR, 2024)

Modified Risk Formulation for Improving the Prediction of Knee Osteoarthritis Progression. - Haresh Rengaraj Rajamohan; Richard Kijowski; Kyunghyun Cho; Cem M. Deniz (CoRR, 2024)

Estimation of time-to-total knee replacement surgery with multimodal modeling and artificial intelligence. - Ozkan Cigdem; Eisa Hedayati; Haresh Rengaraj Rajamohan; Kyunghyun Cho; Gregory Chang; Richard Kijowski; Cem M. Deniz (Comput. Biol. Medicine, 2025)

Foundation Models for Clinical Records at Health System Scale. - Haresh Rengaraj Rajamohan; Xiang Gao; Weicheng Zhu; Shih-Lun Huang; Long Chen; Kyunghyun Cho; Cem M. Deniz; Narges Razavian (CoRR, 2025)

A Progressive risk formulation for enhanced deep learning based total knee replacement prediction in knee osteoarthritis. - Haresh Rengaraj Rajamohan; Richard Kijowski; Kyunghyun Cho; Cem M. Deniz (Signal Image Video Process., 2025)