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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Yang Chen

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Aug 2026

SM-FSL: Similarity Guided Multi-Source Few-Shot Learning for Lung Ultrasound Diagnosis.

The Global-Local Multi-Source Domain Network (GLMD-Net) for LUS analysis in data-scarce scenarios is developed, which first employs the proposed Average Nearest Neighbor Set Distance (ANNSD) to prioritize relevant source domains for pre-training and harmonizes multi-source gradient updates.

En-Guang Wang, Juxiang Wu, Shuo Gao et al. · 0 citations
Jul 2026

PIPA: Prior-Driven Prompting With Diagnosis-Oriented Retrieval-Augmentation for 3-D Radiology Report Generation

Automatic radiology report generation has gained increasing attention for its potential to assist in clinical reporting and reduce the workload of radiologists. Existing 3D radiology report generation methods employ multi-modal foundation model to encode volume-text inputs and produce diagnosis reports, while they igno...

Qiushi Yang, Wu-Yang Li, Xiaoqing Guo et al. · 0 citations

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