Nature

In-context learning enables multimodal large language models to classify cancer pathology images

Medical image classification requires labeled, task-specific datasets which are used to train deep learning networks de novo, or to fine-tune foundation models. However, this process is ...
Nature

Multimodal deep learning for sports teacher behavior analysis: design and evaluation of a personalized continuing education recommendation system

This study addresses the limitations of traditional continuing education approaches for sports teachers by developing a personalized recommendation system based on multimodal deep learning analysis of ...
Frontiers

Generative AI and Multimodal Learning for Early Gastric Cancer Detection Using Small, Imbalanced, and Heterogeneous Clinical Data

Gastric cancer remains one of the leading causes of cancer-related mortality worldwide, primarily due to late-stage diagnosis ...