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ASSISTANT PROFESSOR | Radiation Oncology
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Dive into the research topics where Yading Yuan is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Mitigating Spurious Invariance in Contrastive Learning: A Probabilistic Self-Supervised Learning Framework for Medical Image Analysis
Wei, W. & Yuan, Y., 2026, (Accepted/In press) In: IEEE Transactions on Medical Imaging.Research output: Contribution to journal › Article › peer-review
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Decentralized Personalization for Federated Medical Image Segmentation via Gossip Contrastive Mutual Learning
Chen, J. & Yuan, Y., 2025, In: IEEE Transactions on Medical Imaging. 44, 7, p. 2768-2783 16 p.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations -
FedKBP: Federated dose prediction framework for knowledge-based planning in radiation therapy
Chen, J., King, M. & Yuan, Y., 2025, Medical Imaging 2025: Image-Guided Procedures, Robotic Interventions, and Modeling. Rettmann, M. E. & Siewerdsen, J. H. (eds.). SPIE, 134082D. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 13408).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Medical Text and Image Reasoning for Radiation Oncology via Large Language Model
Beary, A., Xia, L., Yuan, Y., Wang, H. & Ma, M., 2025, ISBI 2025 - 2025 IEEE 22nd International Symposium on Biomedical Imaging, Proceedings. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Practical Approach to Computed Tomography Guided Online Adaptive Radiation Therapy for Abdominopelvic Tumors
Horowitz, D. P., Wang, Y. F., Lee, A., Riegel, A. C., Pasetsky, J., Elliston, C., Spina, C., Deutsch, I., Ghiassi-Nejad, Z., Yuan, Y., Price, M. & Kachnic, L. A., 1 Sep 2025, In: Practical Radiation Oncology. 15, 5, p. e444-e450Research output: Contribution to journal › Article › peer-review
4 Scopus citations
Press/Media
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Synthesis and Characterization of a New Carbon-11 Labeled Positron Emission Tomography Radiotracer for Orexin 2 Receptors Neuroimaging
31/01/24
1 item of Media coverage
Press/Media
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U.S. Patents Awarded to Inventors in New York (Aug. 10)
Brown, M., Yuan, Y., Johnson, J. & Chu, J.
10/08/23
1 item of Media coverage
Press/Media
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US Patent Issued to ICAHN School of Medicine at Mount Sinai on Aug. 8 for "3D deep planning radiotherapy system and method" (New York Inventors)
9/08/23
1 item of Media coverage
Press/Media
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