Shuiping Gou

Automated volumetric assessment of hepatocellular carcinomas using multi-phase-fused dual-attention network

2025 · Biomedical Signal Processing and Control

Objectives Assessing patients’ responses to Transarterial Chemoembolization (TACE) treatment by analyzing the volume changes of Hepatocellular Carcinomas (HCC) is critical for treatment planning and prognosis. To obtain the precise cancer volumes in real time and …

TIM++: Transductive Information Maximization for Few-Shot CLIP

2026 · Proceedings of the AAAI Conference on Artificial Intelligence

Transductive Information Maximization (TIM) is a leading transductive few-shot learning method that maximizes the mutual information between query features and their predicted labels, while incorporating supervision from the support set. However, its potential remains underexplored, …