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Author profile
Kai Huang, PhD
Department of Radiation Oncology, Fred Hutchinson Cancer Center, University of Washington
Deep Learning–Based Needle Selection and Insertion Depth Determination for Venezia Applicator–Based Cervical Cancer Brachytherapy
Brachytherapy is a standard component in cervical cancer treatment. Venezia applicators allow addition of limited needle positions to tandem and ovoid procedures, but needle selection and insertion depth largely rely on physician judgement, requiring some lev...
Poster Program · Therapy Physics
One-Minute Verification and Fully Autonomous VMAT TBI Planning In Raystation for Pediatric Patients
VMAT total body irradiation (TBI) planning is complex and time-intensive, involving multiple isocenters, junction management, and iterative hotspot control. Many automation approaches still require repeated user interaction, limiting efficiency gains. This wo...
Poster Program · Therapy Physics
When Can Log‑File QA Replace Measurement‑Based QA? a Multi‑Technique Correlation Study across Multiple Criteria
This study assesses whether log-file based patient-specific QA can reliably substitute for measurement-based QA by evaluating correlations between detector-based and log-file based gamma pass rates across multiple plan types and gamma criteria.
Poster Program · Therapy Physics