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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
    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
    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
    Ability of dynamic gadoxetic acid-enhanced magnetic resonance imaging combined with water-specific T1 mapping to reflect inflammation in a rat model of early-stage nonalcoholic steatohepatitis
    Wan Q, Peng H, Liu F, Liu X, Cheng C, Tie C, Deng J, Lyu J, Jia Y, Wang Y, Zheng H, Liang D, Liu X, Zou C Quantitative Imaging in Medicine and Surgery 2024 Feb 14 1591-1601
    Rethinking the potential role of dose painting in personalized ultra-fractionated stereotactic adaptive radiotherapy
    Peng H, Deng J, Jiang S, Timmerman R Frontiers in Oncology 2024 14
    Bony structure enhanced synthetic CT generation using Dixon sequences for pelvis MR-only radiotherapy
    Liang X, Yen A, Bai T, Godley A, Shen C, Wu J, Meng B, Lin MH, Medin P, Yan Y, Owrangi M, Desai N, Hannan R, Garant A, Jiang S, Deng J Medical physics 2023 Dec 50 7368-7382
    Ultra-fast multi-parametric 4D-MRI image reconstruction for real-time applications using a downsampling-invariant deformable registration (D2R) model
    Xiao H, Han X, Zhi S, Wong YL, Liu C, Li W, Liu W, Wang W, Zhang Y, Wu H, Lee HF, Cheung LY, Chang HC, Liao YP, Deng J, Li T, Cai J Radiotherapy and Oncology 2023 Dec 189
    Automatic Localization of the Pons and Vermis on Fetal Brain MR Imaging Using a U-Net Deep Learning Model
    Vahedifard F, Liu X, Adepoju JO, Zhao S, Ai HA, Marathu KK, Supanich M, Byrd SE, Deng J American Journal of Neuroradiology 2023 Oct 44 1191-1200
    Ensemble learning and personalized training for the improvement of unsupervised deep learning-based synthetic CT reconstruction
    Olberg S, Choi BS, Park I, Liang X, Kim JS, Deng J, Yan Y, Jiang S, Park JC Medical physics 2023 Mar 50 1436-1449
    Image-based motion artifact reduction on liver dynamic contrast enhanced MRI
    Wu Y, Liu J, White GM, Deng J Physica Medica 2023 Jan 105
  • 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)