A Recent Survey of Vision Transformers for Medical Image Segmentation

Medical image segmentation plays a crucial role in various healthcare applications, enabling accurate diagnosis, treatment planning, and disease monitoring. Convolutional Neural Networks (CNNs) have demonstrated exceptional performance in this domain due to their proficiency in learning complex patt...

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Bibliografiska uppgifter

Huvudupphov:	Asifullah Khan, Zunaira Rauf, Abdul Rehman Khan, Saima Rathore, Saddam Hussain Khan, Najamus Saher Shah, Umair Farooq, Hifsa Asif, Aqsa Asif, Umme Zahoora, Rafi Ullah Khalil, Suleman Qamar, Umme Hani Tayyab, Faiza Babar Khan, Abdul Majid, Jeonghwan Gwak
Materialtyp:	Artigo
Språk:	Inglês
Utgiven:	IEEE 2025-01-01
Serie:	IEEE Access
Ämnen:	Vision transformers (ViTs) multi-head self-attention hybrid ViTs (HVTs) medical image segmentation deep learning
Länkar:	https://ieeexplore.ieee.org/document/11193758/
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