Cem M. Deniz - RankMe

14 papers Journal 10Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Scaling Recurrence-aware Foundation Models for Clinical Records via Next-Visit Prediction. CoRR Haresh Rengaraj Rajamohan, Xiang Gao, Weicheng Zhu, Shih-Lun Huang, Long Chen, Gabe Schulman, Huizhen Jin, Shengduo Li, Yixuan Wang, Huidi Yang, Kyunghyun Cho, Cem M. Deniz, Narges Razavian
2026	J	`jnl`	Self-Supervised Learning for Knee Osteoarthritis: Diagnostic Limitations and Prognostic Value of Hospital Data. CoRR Haresh Rengaraj Rajamohan, Yuxuan Chen, Kyunghyun Cho, Cem M. Deniz
2025	J	`jnl`	A Progressive risk formulation for enhanced deep learning based total knee replacement prediction in knee osteoarthritis. Signal Image Video Process. Haresh Rengaraj Rajamohan, Richard Kijowski, Kyunghyun Cho, Cem M. Deniz
2025	J	`jnl`	Estimation of time-to-total knee replacement surgery with multimodal modeling and artificial intelligence. Comput. Biol. Medicine Ozkan Cigdem, Eisa Hedayati, Haresh Rengaraj Rajamohan, Kyunghyun Cho, Gregory Chang, Richard Kijowski, Cem M. Deniz
2025	J	`jnl`	Foundation Models for Clinical Records at Health System Scale. CoRR Haresh Rengaraj Rajamohan, Xiang Gao, Weicheng Zhu, Shih-Lun Huang, Long Chen, Kyunghyun Cho, Cem M. Deniz, Narges Razavian
2024	—	`conf`	HIST-AID: Leveraging Historical Patient Reports for Enhanced Multi-Modal Automatic Diagnosis. ML4H@NeurIPS Haoxu Huang, Cem M. Deniz, Kyunghyun Cho, Sumit Chopra, Divyam Madaan
2024	J	`jnl`	HIST-AID: Leveraging Historical Patient Reports for Enhanced Multi-Modal Automatic Diagnosis. CoRR Haoxu Huang, Cem M. Deniz, Kyunghyun Cho, Sumit Chopra, Divyam Madaan
2024	J	`jnl`	MR-Transformer: Vision Transformer for Total Knee Replacement Prediction Using Magnetic Resonance Imaging. CoRR Chaojie Zhang, Shengjia Chen, Ozkan Cigdem, Haresh Rengaraj Rajamohan, Kyunghyun Cho, Richard Kijowski, Cem M. Deniz
2024	J	`jnl`	Modified Risk Formulation for Improving the Prediction of Knee Osteoarthritis Progression. CoRR Haresh Rengaraj Rajamohan, Richard Kijowski, Kyunghyun Cho, Cem M. Deniz
2023	—	`conf`	Radiology Reports Improve Visual Representations Learned from Radiographs. MIDL Haoxu Huang, Samyak Rawlekar, Sumit Chopra, Cem M. Deniz
2020	—	`conf`	Attention-based CNN for KL Grade Classification: Data from the Osteoarthritis Initiative. ISBI Bofei Zhang, Jimin Tan, Kyunghyun Cho, Gregory Chang, Cem M. Deniz
2020	—	`conf`	Semi-supervised learning for predicting total knee replacement with unsupervised data augmentation. Computer-Aided Diagnosis Jimin Tan, Bofei Zhang, Kyunghyun Cho, Gregory Chang, Cem M. Deniz
2020	J	`jnl`	The International Workshop on Osteoarthritis Imaging Knee MRI Segmentation Challenge: A Multi-Institute Evaluation and Analysis Framework on a Standardized Dataset. CoRR 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, Matthew O'Brien, Sharmila Majumdar, Mathias Perslev, Akshay Pai, Christian Igel, Erik B. Dam, Sibaji Gaj, Mingrui Yang, Kunio Nakamura, Xiaojuan Li, Cem M. Deniz, Vladimir Juras, Ravinder Regatte, Garry Gold, Brian A. Hargreaves, Valentina Pedoia, Akshay S. Chaudhari
2017	J	`jnl`	Segmentation of the Proximal Femur from MR Images using Deep Convolutional Neural Networks. CoRR Cem M. Deniz, Spencer Hallyburton, Arakua Welbeck, Stephen Honig, Kyunghyun Cho, Gregory Chang