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Cao, Yufeng
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  • Cao, Yufeng

Yufeng Cao, PhD

  • Academic Title: Assistant Professor
  • Primary Appointment: Radiation Oncology
  • Additional Title: Medical Physics
  • Email: yufeng.cao@som.umaryland.edu
  • Location: Shore Health

Education and Training

2011-2013       M.S., Applied Mathematics, University of Texas-Pan American

2014-2019      Ph.D., Applied Mathematics, Washington State University

2022-2024     Certificate in Medical Physics, University of Maryland, Baltimore

2024-2026     Residency, University of Maryland, Baltimore

Research/Clinical Keywords

Deep learning, Stereotactic radiosurgery, Brachytherapy

Highlighted Publications

  1. Y Cao, Hua-Ren Cherng, Dan Kunaprayoon, Lei Ren. Interpretable AI-assisted Clinical Decision Making (CDM) for Treatment Selection of Brain Metastases with Radiation Therapy. Medical Physics. 2025. PMID: 40257121.
  2. Y Cao, P Sutera, W S Mendas, B Yousefi, T Hrinvich, M Deek, R Phillips, D Song, A Kiess, O Guler, N Torun, M Reyhan, A Sawant, L Marchionni, N L Simone, P Tran, C Onal, L Ren. Machine learning predicts conventional imaging metastasis-free survival (MFS) for oligometastatic castration-sensitive prostate cancer (OMCSPC) using prostate-specific membrane antigen (PSMA) PET Radiomics. Radiotherapy Oncology. 2024. PMID: 39094629.
  3. Philip Sutera, Yang Song, Amol C. Shetty, Keara English, Kim Van der Eecken, Ozan Cem Guler, Jarey Wang, Yufeng Cao, Soha Bazyar & Matthew P. Deek. Genomic Determinants Associated with Modes of Progression and Patterns of Failure in Metachronous Oligometastatic Castration-sensitive Prostate Cancer. European Urology Oncology. 2024. PMID: 38862340.
  4. Y Cao, K Dan, and L Ren. Interpretable AI-assisted Clinical Decision Making (CDM) for dose prescription in radiosurgery of brain metastases. Radiotherapy Oncology. 2023: 109842.
  5. Y Cao, A Vassantachart, J Ye, Y Cheng, D Ruan, K Sheng, Y Lao, Z Shen, S Balik, S Bian, G Zada, A Shiu, E L Chang, W Yang et al. Automatics detection and segmentation of multiple brain metastases on mr images using asymmetric U-Net architecture. Med. Biol. 2021; 66:015003.
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