Jun Deng, PhD, DABR, FAAPM, FASTRO
Professor of Therapeutic RadiologyCards
About
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:
- Early cancer detection via statistical modeling of personal health data;
- Artificial intelligence for clinical decision support;
- Machine learning with radiation oncology big data;
- A generalizable data framework toward precision radiotherapy;
- Multiscale digital twin modeling of cancer patients;
- AI-empowered mobile health and smart medicine.
Medical Subject Headings (MeSH)
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
Academic Achievements & Community Involvement
News & Links
Media
- Dr. Jun Deng, Yale University School of Medicine's Professor of Therapeutic Radiology and Director of Physics Research, talks to us about his new initiative, the Digital Twins for Health Consortium (http://dt4h.org). https://www.youtube.com/watch?v=VyK6-9WwMhg&t=3s.
- This Research Topic is part of the Insights in Artificial Intelligence series (https://www.frontiersin.org/research-topics/33669/insights-in-ai-medicine-and-public-health-2022)
- A research topic dedicated to big data analytics for precision health and prevention (https://www.frontiersin.org/research-topics/10068/big-data-analytics-for-precision-health-and-prevention)
- A book looking into how big data is having an impact on the clinical care of cancer patients (https://www.amazon.com/Radiation-Oncology-Imaging-Medical-Diagnosis/dp/1138633437)
- A research topic focused on machine learning with big data in radiation oncology (https://www.frontiersin.org/research-topics/6126/machine-learning-with-radiation-oncology-big-data)
- A research topic dedicated to artificial intelligence for precision medicine (https://www.frontiersin.org/research-topics/12708/artificial-intelligence-for-precision-medicine)
News
- June 01, 2024
Accolades, Awards & Honors
- March 05, 2024Source: National Institutes of Health
Jun Deng, PhD, DABR, FAAPM, FASTRO, selected as an expert for NIH AIM-AHEAD PAIR Program
- September 15, 2021
Community Research Fellowship Program has Successful Inaugural Year
- March 24, 2021
Teaching Medicine to Machines: Using AI and Machine Learning to Improve Health Care