most citedAccurate Medical Named Entity Recognition Through Specialized NLP Models

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cs.CV2025

Adaptive Transformer Attention and Multi-Scale Fusion for Spine 3D Segmentation

Yanlin Xiang, Qingyuan He, Ting Xu +3

This study proposes a 3D semantic segmentation method for the spine based on the improved SwinUNETR to improve segmentation accuracy and robustness. Aiming at the complex anatomica…

cs.CV2025

Multi-Scale Transformer Architecture for Accurate Medical Image Classification

Jiacheng Hu, Yanlin Xiang, Yang Lin +3

This study introduces an AI-driven skin lesion classification algorithm built on an enhanced Transformer architecture, addressing the challenges of accuracy and robustness in medic…