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---
tags:
- image-classification
- pytorch
metrics:
- accuracy
- Cohen's Kappa

model-index:
- name: PANDA_ViT
  results:
  - task:
      name: Image Classification
      type: image-classification
    metrics:
      - name: Accuracy
        type: accuracy
        value: 0.47959184646606445
      - name: Quadratic Cohen's Kappa
        type:  Quadratic Cohen's Kappa
        value: 0.5590880513191223
---

# PANDA_ViT

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