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Jie Deng, Ph.D.

Jie Deng, Ph.D.

Titles and Appointments

Professor

School
Medical School
Department
Radiation Oncology
Graduate Programs
Biomedical Engineering
  • Biography

    Jie Deng, Ph.D., is a Professor in the Department of Radiation Oncology at UT Southwestern Medical Center and faculty in the department’s Division of Medical Physics & Engineering. She is a certified magnetic resonance imaging (MRI) and MRI for radiation therapy medical physicist by the American Board of Medical Physics. She is also a magnetic resonance safety officer for the American Board of Medical Resonance Safety (ABMRS) as well as a member of UT Southwestern’s MRI Safety Committee.

    Dr. Deng earned her bachelor’s degree in biomedical engineering from Southeast University in China and completed her master’s studies in bioengineering from University of Illinois at Chicago. She followed with the completion of her Ph.D. in biomedical engineering from Northwestern University in Chicago, where she also received her Master of Science in Law degree from the Northwestern Pritzker School of Law.

    Dr. Deng has extensive clinical and research experience in MRI physics, quantitative MRI, oncological imaging, imaging processing, and artificial intelligence (AI) applications in medical imaging. Specifically, she has continuously worked on development, improvement, and clinical implementation of advanced MRI technologies for MRI-guided radiation therapy and imaging biomarkers for therapeutic response evaluation and biology-driven adaptive radiation therapy.

    In the Department of Radiation Oncology, Dr. Deng is involved as both a mentor and lecturer for medical physics residents and graduate students on topics such as MR-only simulation procedures, MR-linear accelerator simulation practices, and medical imaging fundamentals.

    Dr. Deng places a strong focus on advanced imaging and radiotherapy techniques, bridging both research and clinical applications. She actively participates in prestigious annual meetings, including the International Society for Magnetic Resonance in Medicine (ISMRM) and the American Association of Physics in Medicine (AAPM), where she delivers presentations on subjects that include MRI innovations, adaptive radiotherapy, and the integration of AI and deep learning in medical imaging.

  • Research Interest
    • Artificial intelligence in modern radiation therapy
    • Biologically-guided adaptive radiation therapy
    • MRI-guided radiation therapy
    • Quantitative oncological MRI
  • Publications
    MRI for biology-guided radiation therapy: Are we there yet? A summary of the 2024 ISMRM member-initiated session
    Tadimalla S, Deng J, Barker PB, Shim H, Reinsberg S, Liu C, Cai J, Goodwin J, Rankine L, Wang Yf, van Houdt P, Mason RP, Fan Z Magnetic resonance in medicine 2025 Oct 94 1672-1683
    A dynamic reconstruction and motion estimation framework for cardiorespiratory motion-resolved real-time volumetric MR imaging (DREME-MR)
    Shao H, Qian X, Xu G, Wu C, Otazo R, Deng J, Zhang Y Physics in medicine and biology 2025 Sep 70
    Development and clinical implementation of an MRI-only planning workflow featuring deep learning-based synthetic CT for prostate cancer external beam radiotherapy
    Deng J, Liang X, Iakovenko V, Meng B, Wu J, Lu W, Hannan R, Desai N, Yang DX, Garant A, Park YK, Lin M, Jiang SB, Godley A Journal of applied clinical medical physics 2025 Sep 26
    Magnetic Resonance Imaging Sequences and Technologies in Adaptive Radiation Therapy
    Ghafarian M, Cao M, Kirby KM, Schneider CW, Deng J, Mellon EA, Kishan AU, Maziero D, Wu TC International Journal of Radiation Oncology Biology Physics 2025 Jul 122 805-817
    Report on the quantitative intra-voxel incoherent motion diffusion MRI reconstruction grand challenge
    Hu X, Dai Y, Ezzati AO, Lee J, Deng J, Jia X Medical physics 2025 Jul 52
    Universal mapping and patient-specific prior implicit neural representation for enhanced high-resolution MRI in MRI-guided radiotherapy
    Li Y, Deng J, Zhang Y Medical physics 2025 Jul 52
    Internal Target Volume Estimation for Liver Cancer Radiation Therapy Using an Ultra Quality 4-Dimensional Magnetic Resonance Imaging
    Liao YP, Xiao H, Wang P, Li T, Aguilera TA, Visak JD, Godley AR, Zhang Y, Cai J, Deng J Advances in Radiation Oncology 2025 Jun 10
    Joint k-b space diffusion-weighted image reconstruction and apparent diffusion coefficient fitting for diffusion-weighted turbo-spin-echo imaging
    Dai Y, Jia X, Liu J, Liao YP, Deng J Medical physics 2025 May 52 2938-2949
    Joint k-ω Space Image Reconstruction and Data Fitting for Chemical Exchange Saturation Transfer Magnetic Resonance Imaging
    Peng Y, Dai Y, Zhang S, Deng J, Jia X Tomography 2024 Jul 10 1123-1138
    3D cine-magnetic resonance imaging using spatial and temporal implicit neural representation learning (STINR-MR)
    Shao HC, Mengke T, Deng J, Zhang Y Physics in medicine and biology 2024 May 69
  • Honors & Awards
    • Nomination of Caffey Electronic Exhibit Award
      Society of Pediatric Radiology (SPR) Annual Meeting (2014)
    • Excellent Scientific Poster
      Society of Pediatric Radiology (SPR) Annual Meeting (2010)
    • Scientific Poster First Place Award
      International Society of Magnetic Resonance in Medicine (ISMRM) (2009)
    • Malkin Scholarship
      Northwestern University Robert H. Lurie Comprehensive Cancer Center (2007)
    • President Award
      American Roentgen Ray Society Residents in Radiology (2007)
    • Travel Award
      International Society of Magnetic Resonance in Medicine (ISMRM) (2006-2008)
    • Young Scholar Dissertation Award
      Southeast University - China (2001)
  • Professional Associations/Affiliations
    • American Association of Physicists in Medicine (AAPM) (2021)
    • International Society for Optics and Photonics (SPIE) (2019)
    • International Society of Magnetic Resonance in Medicine (ISMRM) (2004)
    • Radiological Society of North America (RSNA) (2009)