Bin Zhu
The Hong Kong Polytechnic University
Medical Image Analysis · Multimodal Learning · Vision-Language Models
The Hong Kong Polytechnic University
Medical Image Analysis · Multimodal Learning · Vision-Language Models
My research interests lie at the intersection of medical image analysis and multimodal AI. I am particularly interested in how vision-language models can support image understanding, classification, and computer-aided diagnosis.
Image classification and grading, with an interest in benign–malignant discrimination and computer-aided diagnosis.
Combining complementary visual and textual information to develop richer representations of medical images.
Exploring model adaptation through supervised fine-tuning and reinforcement learning for medical image understanding.
I welcome conversations about medical imaging, multimodal AI, and vision-language models.
Bin Zhu
The Hong Kong Polytechnic University
23097699d@connect.polyu.hk