Published October 2, 2024 | Version v0.10.0
Software Open

AUCMEDI: a framework for Automated Classification of Medical Images

Description

:bug: Bug Fixes

  • 6ab16d3 - metrics: remove num_classes parameter from F1Score and update requirements.txt
  • bd4cff3 - F1Score: correct computation of F1Score in automl training
  • 13b4eda - change input_stack from list to tuple to resolve TypeError
  • bb93486 - replace deprecated layer.output_shape with layer.output.shape
  • afa71bb - add value=0 to pad function and fix RandomCrop function

:recycle: Refactors

  • dd1b77a - commented out all ViT mentions in files
  • 9289d90 - tests: commented out ViT-related unittests
  • 437d3d0 - update imports and comments, remove deprecated dependencies
  • 8bbd83c - metrics: delete F1Score in the AutoML training block
  • 8e5c66e - NeuralNetwork: remove unused workers parameter
  • 23c78e8 - NeuralNetwork: remove unused multiprocessing parameter
  • 9278360 - NeuralNetwork: remove unused batch_queue_size parameter
  • f201b75 - F1Score: delete F1Score in AutoML training block
  • a14af09 - replace .hdf5 with .keras format
  • d591efe - update version in requirements
  • 61277cf - rename test_application_multilabel
  • 4290352 - add border_mode to pad function and cv2 import
  • 45eed28 - comment out resize parameter to resolve ValueError in tests
  • a6be1c7 - add input_shape parameter in NeuralNetwork in each test
  • accc7c1 - add input_shape in NeuralNetwork in each test
  • 560f1cb - comment out test_utils_iter test
  • 493e5e3 - update DataGenerator and architectures for resize=(64, 64, 64)

:construction_worker: Build System

  • 81d8db2 - updated to version 0.10.0 (commit by @muellerdo)

Notes

If you use this software, please cite it as below.

Files

frankkramer-lab/aucmedi-v0.10.0.zip

Files (30.0 MB)

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Additional details

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