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Chunhao Wang

Associate Professor of Radiation Oncology
Radiation Oncology
04207 Red Zone, Morris Bldg, Duke South, DUMC, Durham, NC 27710

Overview


  • Deep learning methods for image-based radiotherapy outcome prediction and assessment
  • Machine learning in outcome modelling
  • Automation in radiotherapy planning and delivery

Current Appointments & Affiliations


Associate Professor of Radiation Oncology · 2025 - Present Radiation Oncology, Clinical Science Departments
Member of the Duke Cancer Institute · 2020 - Present Duke Cancer Institute, Institutes and Centers

Recent Publications


A Radiogenomic Deep Ensemble Learning Model for Identifying Radionecrosis Following Brain Metastases (BM) Stereotactic Radiosurgery in Patients With Non-small Cell Lung Cancer BM

Journal Article Advances in Radiation Oncology · August 1, 2025 Purpose: Stereotactic radiosurgery (SRS) is widely used for brain metastases (BM), but the risk of radionecrosis poses a challenge in post-SRS management. Given the lack of noninvasive imaging methods for distinguishing radionecrosis from recurrence, we ai ... Full text Cite

Total brain dose estimation in single-isocenter-multiple-targets (SIMT) radiosurgery via a novel deep neural network with spherical convolutions.

Journal Article Med Phys · June 2025 BACKGROUND AND PURPOSE: Accurate prediction of normal brain dosimetric parameters is crucial for the quality control of single-isocenter multi-target (SIMT) stereotactic radiosurgery (SRS) treatment planning. Reliable dose estimation of normal brain tissue ... Full text Link to item Cite

Radiogenomic explainable AI with neural ordinary differential equation for identifying post-SRS brain metastasis radionecrosis.

Conference Med Phys · April 2025 BACKGROUND: Stereotactic radiosurgery (SRS) is widely used for managing brain metastases (BMs), but an adverse effect, radionecrosis, complicates post-SRS management. Differentiating radionecrosis from tumor recurrence non-invasively remains a major clinic ... Full text Link to item Cite
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Recent Grants


Computational tumor phenotyping to interrogate treatment resistance and immune dysregulation in head and neck cancer

ResearchCo Investigator · Awarded by National Cancer Institute · 2024 - 2029

Clinical Experience Guided Reinforcement Learning for Pancreas SBRT

ResearchCollaborating Investigator · Awarded by Varian Medical Systems, Inc. · 2019 - 2022

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Education, Training & Certifications


Duke University · 2016 Ph.D.