fuse_examples.imaging.classification package

Subpackages

• ISBI 2022 BRIGHT Challenge: BReast tumor Image classification on Gigapixel HisTopathological images
  • Setup
  • Abstract
  • Data
  • Evaluation
    • Baseline
  • Subpackages
    • fuse_examples.imaging.classification.bright.eval package
      • Submodules
      • fuse_examples.imaging.classification.bright.eval.eval module
      • Module contents
  • Module contents
• The Chinese Mammography Database (CMMD) with Fuse
  • Submodules
  • fuse_examples.imaging.classification.cmmd.runner module
  • Module contents
• Skin Lesion Classification with Fuse
  • ISIC 2019 Challenge
    • Train a model
    • Related papers
  • Submodules
  • fuse_examples.imaging.classification.isic.golden_members module
  • fuse_examples.imaging.classification.isic.isic_runner module
  • Module contents
• ISBI 2022 KNIGHT Challenge: Kidney clinical Notes and Imaging to Guide and Help personalize Treatment and biomarkers discovery
  • Setup
  • Abstract
  • Data
  • Evaluation
  • KNIGHT FuseMedML Baseline Implementation
    • Steps to run the code
    • Test inference instructions
    • Implementation details
    • Results
      • Task 1: binary classification
      • Task 2: 5-class classification
    • Limitations
    • Make targets file for evaluation
    • Make predictions file for evaluation
  • Subpackages
    • fuse_examples.imaging.classification.knight.eval package
      • Submodules
      • fuse_examples.imaging.classification.knight.eval.eval module
      • Module contents
  • Submodules
  • fuse_examples.imaging.classification.knight.make_predictions_file module
  • fuse_examples.imaging.classification.knight.make_targets_file module
  • Module contents
• fuse_examples.imaging.classification.mnist package
  • Submodules
  • fuse_examples.imaging.classification.mnist.lenet module
  • fuse_examples.imaging.classification.mnist.run_mnist_custom_pl_imp module
  • fuse_examples.imaging.classification.mnist.simple_mnist_starter module
  • Module contents
• STOIC21 Classification with Fuse
• Data
• Model
  • Submodules
  • fuse_examples.imaging.classification.stoic21.dataset module
  • fuse_examples.imaging.classification.stoic21.runner_stoic21 module
  • Module contents

Module contents