A5070383816- Advanced Radiotherapy Techniques
- Radiomics and Machine Learning in Medical Imaging
- Temporomandibular Joint Disorders
- Lung Cancer Diagnosis and Treatment
- Neural Networks and Applications
- Advanced X-ray and CT Imaging
- Multimodal Machine Learning Applications
- Orthodontics and Dentofacial Orthopedics
- MRI in cancer diagnosis
- Laser Applications in Dentistry and Medicine
- Medical Imaging Techniques and Applications
- NF-κB Signaling Pathways
- Breast Cancer Treatment Studies
- Cancer-related molecular mechanisms research
- Oropharyngeal Anatomy and Pathologies
- RNA regulation and disease
- Prostate Cancer Diagnosis and Treatment
- Domain Adaptation and Few-Shot Learning
- Radiation Therapy and Dosimetry
- Peroxisome Proliferator-Activated Receptors
- Retinoids in leukemia and cellular processes
Peking University
2025
Jilin University
2024
Daping Hospital
2023
Army Medical University
2023
University of Electronic Science and Technology of China
2023
Medical College of Wisconsin
2006-2019
"Delta-radiomics" investigates variations in quantitative image metrics over time and can yield important clinical information. We hypothesized that patients undergoing active radiation therapy (RT) for prostate cancer (PCa), there would exist observable variation the describe T2-weighted (T2W) intensity histogram surrounding organs at risk (OAR) time. investigated feasibility of acquisition subsequent analysis delta-radiomic profiles these regions interest (ROI) serial T2W magnetic...
We investigated dosimetric advantages of using helical tomotherapy to simultaneously irradiate the breast and regional lymph nodes for patients positioned prone, compared plan qualities prone position with those previously published supine position.Tomotherapy plans 11 (5 left breast, 6 right) simulated involved suspended downward were generated. Each target (ipsilateral supraclavicular, axillary internal mammary chain nodes) was receive 45 Gy.For targets, V(40.5)≥99.9% V(42.8)≥99.5% all...
The purpose of this work was to determine alternative radiotherapy (RT) regimens that are biologically equivalent clinically proven treatments using different RT modalities or fractionation schemes. concept uniform dose (EUD) is used with the linear quadratic model treatment two representative sets parameters derived from clinical data: (i) alpha/beta = 3.1 Gy and alpha 0.15 Gy(-1), (ii) 1.5 0.04 Gy(-1). EUD values for critical structure (rectum) also calculated. Representative volume...
Introduction Temporomandibular disorders (TMD) have a high prevalence and complex etiology. The purpose of this study was to apply machine learning (ML) approach identify risk factors for the occurrence TMD in adults develop validate an interpretable predictive model adults. Methods A total 949 who underwent oral examinations were enrolled our study. 5 different ML algorithms used development comparison, feature selection performed by importance ranking decreasing methods. Several evaluation...
Purpose: Validation of respiration gated IMRT on Siemens linear accelerator has not been reported. This work investigates the reliability, accuracy and efficiency delivery respiratory a accelerator. Method Materials: A Primus was interfaced with pressure sensor belt (Anzai Gating system) to deliver step‐and‐shoot IMRT. series fields, including actual patient, as well custom segmented fields “Picket Fence” were delivered without gating (interruption) using variety different parameters (e.g.,...