Education

Undergraduate
Sichuan University (1990), Theoretical Physics
Graduate School
Sichuan University (1993), Physics
Graduate School
Medical College of Ohio-Toledo (1998), Medical Physics

Research Interest

  • Artificial intelligence in medicine
  • GPU and cloud based automated treatment planning
  • On-line re-planning for adaptive radiotherapy

Publications

Featured Publications LegendFeatured Publications

Technical Note: Deriving ventilation imaging from 4DCT by deep convolutional neural network.
Zhong Y, Vinogradskiy Y, Chen L, Myziuk N, Castillo R, Castillo E, Guerrero T, Jiang S, Wang J Med Phys 2019 Feb
A feasibility study for predicting optimal radiation therapy dose distributions of prostate cancer patients from patient anatomy using deep learning
Nguyen D, Long T, Jia X, Lu W, Gu X, Iqbal Z, Jiang S Sci Rep 2019 9 1 1076
Three-dimensional radiotherapy dose prediction on head and neck cancer patients with a hierarchically densely connected U-net deep learning architecture
Nguyen D, Jia X, Sher D, Lin MH, Iqbal Z, Liu H, Jiang SB Phys Med Biol 2019
Threshold-driven optimization for reference-based auto-planning.
Long T, Chen M, Jiang SB, Lu W Phys Med Biol 2018 Jan
Fully automated organ segmentation in male pelvic CT images
Balagopal A, Kazemifar S, Nguyen D, Lin MH, Hannan R, Owrangi A, Jiang S Phys Med Biol 2018 63 24 245015
Accurate real time localization tracking in a clinical environment using bluetooth low energy and deep learning
Iqbal Z, Luo D, Henry P, Kazemifar S, Rozario T, Yan Y, Westover K, Lu W, Nguyen D, Long T, Wang J, Choy H, Jiang S PLoS One 2018 13 10 e0205392
Intelligent Parameter Tuning in Optimization-Based Iterative CT Reconstruction via Deep Reinforcement Learning
Shen C, Gonzalez Y, Chen L, Jiang SB, Jia X IEEE Trans Med Imaging 2018 37 6 1430-1439
Z-Index Parameterization (ZIP) for Volumetric CT Image Reconstruction via 3D Dictionary Learning.
Bai T, Yan H, Jia X, Jiang S, Wang G, Mou X IEEE Trans Med Imaging 2017 Oct
Deep convolutional neural network with transfer learning for rectum toxicity prediction in cervical cancer radiotherapy: a feasibility study.
Zhen X, Chen J, Zhong Z, Hrycushko BA, Zhou L, Jiang SB, Albuquerque K, Gu X Phys Med Biol 2017 Sep
Full Monte Carlo-Based Biologic Treatment Plan Optimization System for Intensity Modulated Carbon Ion Therapy on Graphics Processing Unit.
Qin N, Shen C, Tsai MY, Pinto M, Tian Z, Dedes G, Pompos A, Jiang SB, Parodi K, Jia X Int. J. Radiat. Oncol. Biol. Phys. 2017 Sep

Books

Featured Books Legend Featured Books

Graphics Processing Unit-Based High Performance Computing in Radiation Therapy

Xun Jia and Steve Jiang (Ed.) (2015). Boca Raton, London, New York, CRC Press

Honors & Awards

  • Elected Fellow, American Association of Physicists in MedicineElected Fellow, American Association of Physicists in Medicine
    (2012)
  • Regional Health Care Innovation Challenge Awards, Southern California Healthcare Technology Acceleration Program
    (2011)
  • Finalist for the Health Care Champion Award in Health Care Innovation & Research, San Diego Business Journal
    (2010)
  • Fellow, The Institute of Physics, England
    (2004)
  • Post-doctoral Traineeship Award, US Department of Defense Breast Cancer Research Program
    (2000)
  • Resident Clinical/Basic Science Research Award, The American Society for Therapeutic Radiology and Oncology
    (2000)