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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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Tallennettuna:
Päätekijät: 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
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: IEEE 2025-01-01
Sarja:IEEE Access
Aiheet:
Vision transformers (ViTs)
multi-head self-attention
hybrid ViTs (HVTs)
medical image segmentation
deep learning
Linkit:https://ieeexplore.ieee.org/document/11193758/
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