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Author profile
Xiaoyan Huang
Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine; Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou, Guangdong, 510060, China
Prior and Constraint-Informed Auto-Segmentation Network of Nasopharyngeal Carcinoma: A Multicenter Study
To prospectively validate a prior and constraint-informed deep learning auto-segmentation framework for nasopharyngeal carcinoma (NPC) across three clinical centers, addressing accuracy, efficiency, and anatomical plausibility under real-world time constraint...
Poster Program · Therapy Physics
Clinical Validation of Methods for Improving the Quality and Efficiency of Radiation Therapy Contouring Based on RT Contour QA
This study proposes an automated quality assurance (QA) method for radiation therapy structure delineation based on the RT contour QA software, addressing issues such as low efficiency in delineating clinical radiation therapy regions of interest (ROIs), sign...
Poster Program · Therapy Physics
Development and Validation of a Gpt-5.2-Based Multi-Agent Radiotherapy Plan Evaluation System for Stereotactic Body Radiotherapy Plans
To explore the feasibility of applying large language models (LLMs) for radiotherapy plan(RTP) evaluation to assist radiotherapy plan quality control and clinical decision making.
Poster Program · Therapy Physics
Evaluating Inter- and Intra-Fractional Variations In Bladder Cancer Precision Radiotherapy Using Fbct and Epid: Implications for Bladder Management
To investigate the inter- and intra-fractional morphological and dosimetric variations in precision radiotherapy for bladder cancer using Fan Beam CT (FBCT) and Electronic Portal Imaging Device (EPID), providing evidence for motion management.
Poster Program · Therapy Physics
Morphological-Dosimetric Model for Adaptive Radiotherapy Triggering In Bladder Cancer Radiotherapy
To analyze the morphological and dosimetric variations in bladder patients during radiotherapy, and establish a dose-anatomy adaptive radiotherapy(ART) triggering model, providing a basis for individualized ART in clinical practice.
Poster Program · Therapy Physics
Real-Time Human–AI Collaborative Radiotherapy Planning for Nasopharyngeal Carcinoma: Multi-Center Validation and Prospective Clinical Deployment
To evaluate a deep-learning based real-time automated radiotherapy planning pipeline for nasopharyngeal carcinoma (NPC) in both retrospective multi-center study and prospective clinical deployment.
Poster Program · Therapy Physics