VA Grand Rounds: <b>AI in Radiation Oncology</b>
<h3><b>AI in Radiation Oncology – From Innovation to Implementation</b></h3><p dir="ltr">This presentation explores the transformative role of artificial intelligence (AI) in radiation oncology, with a focus on head and neck cancer care. It highlights collaborative research efforts, technological advancements, and the clinical integration of AI tools, emphasizing the need for trust, uncertainty quantification, and human-in-the-loop systems.</p><p dir="ltr">Delivered online 2025-09-12T1700Z</p>
Funding
P01CA278716 InHANCE: Imaging Innovation for Head And Neck Cancer Evaluation & Treatment Delivery
Development of functional magnetic resonance imaging-guided adaptive radiotherapy for head and neck cancer patients using novel MR-Linac device
National Institute of Dental and Craniofacial Research
Find out more...SCH: Personalized Rescheduling of Adaptive Radiation Therapy for Head & Neck Cancer
National Cancer Institute
Find out more...Quantitative Imaging Biomarker Prospective Validation of Dynamic Contrast-Enhanced MRI as a Metric of Orodental Injury After Radiotherapy (QI-ProVE-MRI)
National Institute of Dental and Craniofacial Research
Find out more...Probabilistic Deep Learning Cervical Lymph-Node Auto-Segmentation For Imaging-enhanced Evaluation of Extracapsular Extension Risk (PDL-CLASIFIER)
National Institute of Dental and Craniofacial Research
Find out more...Longitudinal Spatial-Nonspatial Decision Support for Competing Outcomes in Head and Neck Cancer Therapy
National Cancer Institute
Find out more...