In this repo, we maintain DL models and jupyter notebooks for MS lesion segamentation.
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- 3D U-net
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- Attention U-net in the Paper
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- Multi-head Self-Attention U-net(Encoder Attention)
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- Multi-head Self-Attention U-net(Decoder Attention)
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- Multi-head Self-Attention U-net(Encoder-Decoder Attention)
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- Multi-head Self-Attention U-net(Encoder-Decoder Attention) adding time dependences
- By patients(Preference)-file name has patient_split tile
- By timepoint
Dataset introduction & download