Area of research
Radiation · Radiology, Nuclear Medicine and Imaging
Research interest
Research interests include Advanced Radiotherapy Techniques, Radiomics and Machine Learning in Medical Imaging, Breast Cancer Treatment Studies, and Lung Cancer Diagnosis and Treatment.
The implications of the American Board of Radiology's decision to relinquish its specialty board designation on prospective authorized medical physicists (AMPs) and radiation safety officers (RSOs)
NRG Oncology Assessment of Artificial Intelligence Deep Learning–Based Auto-segmentation for Radiation Therapy: Current Developments, Clinical Considerations, and Future Directions
ChatGPT: Can a Natural Language Processing Tool Be Trusted for Radiation Oncology Use?
NRG-BR002: A phase IIR/III trial of standard of care systemic therapy with or without stereotactic body radiotherapy (SBRT) and/or surgical resection (SR) for newly oligometastatic breast cancer (NCT02364557).
AAPM task group report 302: Surface‐guided radiotherapy
Surface guided radiation therapy: An international survey on current clinical practice
A Phase 1 Trial of Concurrent or Sequential Ipilimumab, Nivolumab, and Stereotactic Body Radiotherapy in Patients With Stage IV NSCLC Study
Evaluation of Safety of Stereotactic Body Radiotherapy for the Treatment of Patients With Multiple Metastases
The role of surface-guided radiation therapy for improving patient safety
Clinical paradigms and challenges in surface guided radiation therapy: Where do we go from here?
Effects of variability in radiomics software packages on classifying patients with radiation pneumonitis
Harmonization of radiomic feature variability resulting from differences in CT image acquisition and reconstruction: assessment in a cadaveric liver
NCTN Assessment on Current Applications of Radiomics in Oncology
Machine learning for automated quality assurance in radiotherapy: A proof of principle using <scp>EPID</scp> data description
A survey of surface imaging use in radiation oncology in the United States
NRG-BR002: A phase IIR/III trial of standard of care therapy with or without stereotactic body radiotherapy (SBRT) and/or surgical ablation for newly oligometastatic breast cancer (NCT02364557).
Interstitial High-Dose-Rate Gynecologic Brachytherapy: Clinical Workflow Experience From Three Academic Institutions
Variation in algorithm implementation across radiomics software
Single‐institution report of setup margins of voluntary deep‐inspiration breath‐hold (<scp>DIBH</scp>) whole breast radiotherapy implemented with real‐time surface imaging
Phase I Trial of Stereotactic Body Radiation Therapy (SBRT) to Multiple Metastatic Sites: A NRG Oncology Study
Incorporation of pre-therapy <sup>18</sup>F-FDG uptake data with CT texture features into a radiomics model for radiation pneumonitis diagnosis
Rationale of technical requirements for NRG-BR001: The first NCI-sponsored trial of SBRT for the treatment of multiple metastases
Lung Texture in Serial Thoracic Computed Tomography Scans: Correlation of Radiomics-based Features With Radiation Therapy Dose and Radiation Pneumonitis Development
Automating linear accelerator quality assurance
Assessment of interfractional variation of the breast surface following conventional patient positioning for whole‐breast radiotherapy
Lung texture in serial thoracic CT scans: Assessment of change introduced by image registrationa)