https://orcid.org/0000-0001-8513-3352
Current Duke Appointments & Affiliations
Assistant Professor of Radiation Oncology
·
2026 - Present
Radiation Oncology,
Clinical Science Departments
Member of the Duke Cancer Institute
·
2025 - Present
Duke Cancer Institute,
Institutes and Centers
Recent Scholarly Works
Deep Learning-Based Reconstruction for Low-Dose Sparse-View Digital Breast Tomosynthesis
Conference Progress in Biomedical Optics and Imaging Proceedings of SPIE · April 2, 2026 Purpose: Digital breast tomosynthesis (DBT) is an emerging breast imaging modality, which reduces tissue overlap and improves lesion visibility. Due to the nature of ionizing radiation in DBT and the risk of secondary cancer, scholars made extensive effort ... Full text CiteResUNet-based Deep Learning Technique for Ram-Lak Filter-Free CBCT Reconstruction
Conference Progress in Biomedical Optics and Imaging Proceedings of SPIE · April 2, 2026 Cone-beam computed tomography (CBCT) is widely used in image-guided radiotherapy, yet traditional reconstruction methods often introduce noise and streak artifacts, limiting the visibility of low-contrast soft tissue. This study presents a deep learning-ba ... Full text CiteKnowledge-based deep residual U-Net (DRU) for synthetic CT generation using a single MR volume for frameless radiosurgery.
Journal article J Appl Clin Med Phys · January 2026 PURPOSE: To develop a knowledge-based deep model for sCT generation from a single MR volume in LINAC-based frameless SRS, enabling the MR-only workflow without extra CT simulation. METHODS: A total of 139 patients were included in the study, with 120 used ... Full text Link to item CiteEducation
Duke University ·
2022
Ph.D.
University of Illinois, Urbana-Champaign ·
2018
B.S.