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Visual Transformers for 3D medical images Classification: use-case neurodegenerative disorders
Level Master  +
OneLineSummary Using visual transformers for predicting the diagnosis of multiple neurodegenerative brain disorders  +
References Attention is all you need: https://arxiv.oAttention is all you need: https://arxiv.org/abs/1706.03762 Bert: Pre-training of deep bidirectional transformers for language understanding: https://arxiv.org/abs/1810.04805 Transformers in Vision: A Survey: https://arxiv.org/pdf/2101.01169.pdf ViT-V-Net: https://pythonrepo.com/repo/junyuchen245-ViT-V-Net_for_3D_Image_Registration_Pytorch Our paper, adopting VGG architecture for classification of 3D brain scans: https://link.springer.com/article/10.1007/s00259-021-05483-0ger.com/article/10.1007/s00259-021-05483-0
StudentProjectStatus Open  +
Supervisors Stefan Byttner + , Kobra Etminani + , Amira Soliman +
Title Visual Transformers for 3D medical images Classification: use-case neurodegenerative disorders  +
Categories StudentProject  +
Modification dateThis property is a special property in this wiki. 12 October 2021 08:12:05  +
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