Cem M. Deniz

Cem M. Deniz, PhD

Associate Professor, Department of Radiology

Keywords
imaging, deep learning, osteoarthritis
Summary

My research is dedicated to improving diagnostic radiology by combining machine learning with advanced imaging techniques. With a background in engineering and mathematics, I work on creating solutions that enhance diagnostic accuracy, predict disease outcomes, and ultimately improve patient care. A key focus of my work is identifying biomarkers for knee osteoarthritis that could help predict how the disease will progress and possibly reduce the need for knee replacement surgeries. I use clinical data, deep learning algorithms, and multi-modal imaging methods to develop better tools for diagnosing and monitoring osteoarthritis.

Phone

212-263-0378

Academic office

227 E 30th St

7th Floor, Room 737

New York, NY 10016

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PhD from New York University School of Medicine

New York University School of Medicine, Radiology

Leung, Kevin; Zhang, Bofei; Tan, Jimin; Shen, Yiqiu; Geras, Krzysztof J; Babb, James S; Cho, Kyunghyun; Chang, Gregory; Deniz, Cem M

Radiology. 2020 Jun 23; 192091

Rajamohan, Haresh Rengaraj; Wang, Tianyu; Leung, Kevin; Chang, Gregory; Cho, Kyunghyun; Kijowski, Richard; Deniz, Cem M

Scientific reports. 2023 Apr 28; 13(1):6922

Montin, Eros; Deniz, Cem M; Kijowski, Richard; Youm, Thomas; Lattanzi, Riccardo

Informatics in medicine unlocked. 2024 Apr; 45:

Kijowski, Richard; Fritz, Jan; Deniz, Cem M

Skeletal radiology. 2023 Nov; 52(11):2225-2238

Cigdem, Ozkan; Deniz, Cem M

Osteoarthritis imaging. 2023 Sep; 3(3):

Huang, Haoxu; Rawlekar, Samyak; Chopra, Sumit; Deniz, Cem M

Proceedings of machine learning research. 2023 Jul; 227:1385-1405

Hirvasniemi, J; Runhaar, J; van der Heijden, R A; Zokaeinikoo, M; Yang, M; Li, X; Tan, J; Rajamohan, H R; Zhou, Y; Deniz, C M; Caliva, F; Iriondo, C; Lee, J J; Liu, F; Martinez, A M; Namiri, N; Pedoia, V; Panfilov, E; Bayramoglu, N; Nguyen, H H; Nieminen, M T; Saarakkala, S; Tiulpin, A; Lin, E; Li, A; Li, V; Dam, E B; Chaudhari, A S; Kijowski, R; Bierma-Zeinstra, S; Oei, E H G; Klein, S

Osteoarthritis & cartilage. 2023 Jan; 31(1):115-125

Cigdem, Ozkan; Chen, Shengjia; Zhang, Chaojie; Cho, Kyunghyun; Kijowski, Richard; Deniz, Cem M

Radiology advances. 2024 Jan 01; 1:umae030