Skip to Main Content

INFORMATION FOR

    Jun Deng, PhD, DABR, FAAPM, FASTRO

    Professor of Therapeutic Radiology and Biomedical Informatics and Data Science
    DownloadHi-Res Photo

    Additional Titles

    Director of Physics Research, Therapeutic Radiology

    About

    Titles

    Professor of Therapeutic Radiology and Biomedical Informatics and Data Science

    Director of Physics Research, Therapeutic Radiology

    Biography

    Dr. Jun Deng is a Professor and Director of Physics Research at the Department of Therapeutic Radiology; a Professor at the Department of Biomedical Informatics and Data Science of Yale University School of Medicine; an ABR board certified medical physicist at Yale-New Haven Hospital; the Principal Investigator of Yale Smart Medicine Lab; and the President of the Digital Twins for Health Society. Dr. Deng received his PhD from University of Virginia and finished his postdoctoral fellowship at Stanford University. With funding from NIBIB, NSF, NCI, DOE, YCC, and Amazon, Dr Deng’s research has been focused on AI, machine learning, and medical imaging for real-time clinical decision support, digital twins of cancer patients, early cancer detection, as well as AI-empowered mobile health. Dr. Deng has been serving on the editorial board of numerous peer-reviewed journals, on the study sections of NIH, NSF, DOD, ACS, RSNA, ASTRO, and CPRIT since 2005, and as scientific reviewer for various national and international science foundations since 2015. Dr. Deng is an elected fellow of IOP, AAPM, ASTRO, and has been recently selected as one of the Key Thought Leaders of the NCI Cancer AI Accelerator Program, one of the Experts for the NIH AIM-AHEAD PAIR Program, and one of the Mentors for the NIH AIM-AHEAD Research Fellows Program.

    Last Updated on July 16, 2025.

    Appointments

    Other Departments & Organizations

    Education & Training

    Postdoctoral Fellowship
    Stanford University (2001)
    PhD
    University of Virginia (1998)
    BS
    Sichuan University (1991)

    Research

    Overview

    Dr. Deng's research has been focused on AI for precision medicine, and AI for precision radiotherapy. Some active projects are listed below:

    1. Early cancer detection via statistical modeling of personal health data;
    2. Artificial intelligence for clinical decision support;
    3. Machine learning with radiation oncology big data;
    4. A generalizable data framework toward precision radiotherapy;
    5. Multiscale digital twin modeling of cancer patients;
    6. AI-empowered mobile health and smart medicine.

    Medical Research Interests

    Artificial Intelligence; Big Data; Early Detection of Cancer; Health Care; Health Disparate Minority and Vulnerable Populations; Machine Learning; Medical Informatics; Mobile Applications; Public Health Informatics; Radiation Oncology

    Research at a Glance

    Yale Co-Authors

    Frequent collaborators of Jun Deng's published research.

    Publications

    2025

    2024

    2023

    2022

    Academic Achievements & Community Involvement

    Activities

    • activity

      American Association of Physicists in Medicine (AAPM)

    • activity

      American Society for Radiation Oncology (ASTRO)

    • activity

      Radiological Society of North America (RSNA)

    • activity

      Connecticut Area Medical Physics Society (CAMPS), AAPM

    • activity

      RSNA Research & Education Foundation Study Section

    Honors

    • honor

      ASCEND Collaborative Research Grant

    • honor

      Keynote Speaker

    • honor

      President

    • honor

      Keynote Speaker

    • honor

      Selected mentor

    Get In Touch

    Contacts

    Academic Office Number
    Office Fax Number
    Mailing Address

    Therapeutic Radiology

    PO Box 208040

    New Haven, CT 06520-8040

    United States

    Locations