Area of research
Computer Vision and Pattern Recognition · Artificial Intelligence
Research interest
Research interests include Multimodal Machine Learning Applications, Topic Modeling, Natural Language Processing Techniques, and Video Analysis and Summarization.
Enhancing Radiology Report Generation via Multi-Phased Supervision
A systematic evaluation of GPT-4V's multimodal capability for chest X-ray image analysis
GPT4Video: A Unified Multimodal Large Language Model for lnstruction-Followed Understanding and Safety-Aware Generation
KARGEN: Knowledge-Enhanced Automated Radiology Report Generation Using Large Language Models
MRScore: Evaluating Medical Report with LLM-Based Reward System
METransformer: Radiology Report Generation by Transformer with Multiple Learnable Expert Tokens
R2GenGPT: Radiology Report Generation with frozen LLMs
Q2ATransformer: Improving Medical VQA via an Answer Querying Decoder
A Comprehensive Study of GPT-4V’s Multimodal Capabilities in Medical Imaging
Automated Radiographic Report Generation Purely on Transformer: A Multicriteria Supervised Approach
A Medical Semantic-Assisted Transformer for Radiographic Report Generation
Dose prediction via distance-guided deep learning: Initial development for nasopharyngeal carcinoma radiotherapy
A Self-boosting Framework for Automated Radiographic Report Generation