Steve Jiang, Ph.D.

Undergraduate

Sichuan University (1990), Theoretical Physics

Graduate School

Sichuan University (1993), Physics

Graduate School

Medical College of Ohio-Toledo (1998), Medical Physics

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

Multiomics-Based Outcome Prediction in Personalized Ultra-Fractionated Stereotactic Adaptive Radiotherapy (PULSAR)

Zhang H, Dohopolski M, Stojadinovic S, Schmitt LG, Anand S, Kim H, Pompos A, Godley A, Jiang SB, Dan T, Wardak Z, Timmerman R, Peng H Cancers 2024 Oct 16

Can input reconstruction be used to directly estimate uncertainty of a dose prediction U-Net model?

Huet-Dastarac M, Nguyen D, Longton E, Jiang S, Lee J, Montero AB Medical physics 2024 Oct 51 7369-7377

Progressive auto-segmentation for cone-beam computed tomography-based online adaptive radiotherapy

Zhao H, Liang X, Meng B, Dohopolski M, Choi B, Cai B, Lin MH, Bai T, Nguyen D, Jiang S Physics and Imaging in Radiation Oncology 2024 Jul 31

Performance deterioration of deep learning models after clinical deployment: a case study with auto-segmentation for definitive prostate cancer radiotherapy

Wang B, Dohopolski M, Bai T, Wu J, Hannan R, Desai N, Garant A, Yang D, Nguyen D, Lin MH, Timmerman R, Wang X, Jiang SB Machine Learning: Science and Technology 2024 Jun 5

Multimodal radiotherapy dose prediction using a multi-task deep learning model

Maniscalco A, Mathew E, Parsons D, Visak J, Arbab M, Alluri P, Li X, Wandrey N, Lin MH, Rahimi A, Jiang S, Nguyen D Medical physics 2024 Jun 51 3932-3949

Deep learning based automatic segmentation of the Internal Pudendal Artery in definitive radiotherapy treatment planning of localized prostate cancer

Balagopal A, Dohopolski M, Suk Kwon Y, Montalvo S, Morgan H, Bai T, Nguyen D, Liang X, Zhong X, Lin MH, Desai N, Jiang S Physics and Imaging in Radiation Oncology 2024 Apr 30

Zero-Shot Medical Image Translation via Frequency-Guided Diffusion Models

Li Y, Shao HC, Liang X, Chen L, Li R, Jiang S, Wang J, Zhang Y IEEE Transactions on Medical Imaging 2024 Mar 43 980-993

Simulation and pre-planning omitted radiotherapy (SPORT): a feasibility study for prostate cancer

Zhuang T, Parsons D, Desai N, Gibbard G, Keilty D, Lin MH, Cai B, Nguyen D, Chiu T, Godley A, Pompos A, Jiang S Biomedical Physics and Engineering Express 2024 Mar 10

ART2Dose: A comprehensive dose verification platform for online adaptive radiotherapy

Lin J, Chen M, Lai Y, Trivedi Z, Wu J, Foo T, Gonzalez Y, Reynolds Jr. RR, Park C, Yan Y, Godley A, Jiang S, Jia X, Lin MH, Pompos A, Lu W Medical physics 2024 Jan 51 18-30

An AI-based approach for modeling the synergy between radiotherapy and immunotherapy

Peng H, Moore C, Zhang Y, Saha D, Jiang S, Timmerman R Scientific reports 2024 14

 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

• Elected Fellow, American Institute for Medical & Biological Engineering (AIMBE) College of Fellows, Class of 2022
  (2022)
• Elected 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)