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--- |
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tags: |
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- image-classification |
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- pytorch |
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metrics: |
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- accuracy |
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- Cohen's Kappa |
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model-index: |
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- name: PANDA_ViT |
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results: |
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- task: |
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name: Image Classification |
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type: image-classification |
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metrics: |
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- name: Accuracy |
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type: accuracy |
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value: 0.47959184646606445 |
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- name: Quadratic Cohen's Kappa |
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type: Quadratic Cohen's Kappa |
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value: 0.5590880513191223 |
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--- |
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# PANDA_ViT |
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An attempt to use a ViT for medical image classification (ISUP grading in prostate histopathology images). Currently uses a tiled and concatenated WSI as input |
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Example Image (1152,1152,3) 36 WSI patches: <img width="500" height="500" src="https://huggingface.co/smc/PANDA_ViT/resolve/main/00bbc1482301d16de3ff63238cfd0b34_2.jpeg"> |
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