Medical image processing and reconstruction
Maging mode acquisition optimization and reconstruction algorithm
Image denoising, correction, super-resolution, and enhancement methods
Low dose / fast imaging technology
Multimodal image registration and fusion
Image segmentation and target detection, etc.
Intelligent diagnosis and clinical application
AI disease detection, classification, and diagnosis algorithm
Application of Radiomics and Radiogenomics Analysis
Disease progression prediction, prognosis evaluation, and efficacy monitoring model
Design and verification of a computer--ided diagnosis ( CAD ) system
Image analysis in treatment planning support, among other applications.
System Verification and Reliable Technology
Algorithm robustness, generalization, and repeatability verification
AI ( XAI ) can be explained to improve clinical credibility.
Medical image data set construction, management, and challenge competition
Privacy protection analysis technology
AI system integration, deployment, and clinical transformation challenges.
Frontier artificial intelligence and learning
Innovation and application of a deep learning model
Multimodal data fusion learning
Weak/unsupervised / self-supervised / federated learning strategies
Generative AI application
Large language models and visual language models, etc.
