27 citations · 52 across the 4 of their papers we have counts for
4 papers
Text2Tree: Aligning Text Representation to the Label Tree Hierarchy for Imbalanced Medical Classification
Jiahuan Yan, Haojun Gao, Zhang Kai +4
Deep learning approaches exhibit promising performances on various text tasks. However, they are still struggling on medical text classification since samples are often extremely i…
A Survey on Multimodal Large Language Models for Autonomous Driving
Can Cui, Yunsheng Ma, Xu Cao +18
With the emergence of Large Language Models (LLMs) and Vision Foundation Models (VFMs), multimodal AI systems benefiting from large models have the potential to equally perceive th…
D-Former: A U-shaped Dilated Transformer for 3D Medical Image Segmentation
Yixuan Wu, Kuanlun Liao, Jintai Chen +4
Computer-aided medical image segmentation has been applied widely in diagnosis and treatment to obtain clinically useful information of shapes and volumes of target organs and tiss…
Flow-Mixup: Classifying Multi-labeled Medical Images with Corrupted Labels
Jintai Chen, Hongyun Yu, Ruiwei Feng +2
In clinical practice, medical image interpretation often involves multi-labeled classification, since the affected parts of a patient tend to present multiple symptoms or comorbidi…