Issues

• 3d example add for 3d image classification

  enhancement
  frankkramer-lab/aucmedi#238 · Filter by author muellerdo opened on Jan 7, 2026

• Update DataGenerator to handle worker & multiprocessing again

  enhancement
  frankkramer-lab/aucmedi#232 · Filter by author muellerdo opened on Apr 12, 2025

• Reintroduce multiprocessing & batch_queue into AutoML again

  enhancement
  frankkramer-lab/aucmedi#229 · Filter by author muellerdo opened on Oct 1, 2024

• Dockerfile: change aucmedi install via setup.py to requirements.txt for more reproducibility

  enhancement
  frankkramer-lab/aucmedi#225 · Filter by author muellerdo opened on Aug 7, 2024

• Compatibility Issues with tf.keras.metrics.F1Score on Python 3.9 and 3.10

  bug
  frankkramer-lab/aucmedi#224 · Filter by author rizoudal opened on Jul 27, 2024
  1

• Compatibility Issue with TensorFlow Addons and TensorFlow 2.14.0

  bug
  frankkramer-lab/aucmedi#220 · Filter by author zapod838 opened on May 26, 2024
  3

• Add XAI SHAP

  enhancement
  frankkramer-lab/aucmedi#217 · Filter by author muellerdo opened on Feb 5, 2024

• pathology slide interface with samplify?

  enhancement
  frankkramer-lab/aucmedi#207 · Filter by author muellerdo opened on May 31, 2023
  1

• Wasserstein Distance add to loss function

  frankkramer-lab/aucmedi#204 · Filter by author muellerdo opened on Apr 21, 2023

• Training freeze at end of first epoch (validation computation)

  bug
  frankkramer-lab/aucmedi#198 · Filter by author muellerdo opened on Mar 7, 2023
  1

• DICOM series loader

  enhancement
  frankkramer-lab/aucmedi#188 · Filter by author muellerdo opened on Dec 23, 2022
  

• Automatic batch size identification tensorflow

  enhancement
  frankkramer-lab/aucmedi#186 · Filter by author muellerdo opened on Nov 30, 2022

• EfficientNet not working

  bug
  frankkramer-lab/aucmedi#185 · Filter by author muellerdo opened on Nov 30, 2022
  1

• Architecture: SE-ResNeXt

  enhancement
  frankkramer-lab/aucmedi#179 · Filter by author muellerdo opened on Sep 19, 2022

• Ensemble Learning: Cascading

  enhancement
  frankkramer-lab/aucmedi#178 · Filter by author muellerdo opened on Sep 17, 2022

• Training output during stacking

  enhancement
  frankkramer-lab/aucmedi#177 · Filter by author SherlockMones opened on Sep 11, 2022

• Sampling n random samples per class

  enhancement
  frankkramer-lab/aucmedi#176 · Filter by author SherlockMones opened on Aug 27, 2022

• Inconsistent chart sizes

  enhancement
  frankkramer-lab/aucmedi#173 · Filter by author SherlockMones opened on Aug 26, 2022

• Application on MedMNIST

  help wanted
  frankkramer-lab/aucmedi#172 · Filter by author muellerdo opened on Aug 1, 2022

• SanityCheck during testing: DataAugmentation should be disabled or warned about, when used during testing

  enhancement
  frankkramer-lab/aucmedi#166 · Filter by author SherlockMones opened on Jul 27, 2022

• XAI methods parameter if normalization should be applied

  enhancement
  frankkramer-lab/aucmedi#160 · Filter by author muellerdo opened on Jul 13, 2022

• AutoML: YAML configuration file for complete configuration

  enhancement
  frankkramer-lab/aucmedi#159 · Filter by author muellerdo opened on Jul 8, 2022

• Unittesting: Pipeline run with real data from tensorflow?

  discussionenhancement
  frankkramer-lab/aucmedi#158 · Filter by author muellerdo opened on Jul 8, 2022

• GPU parameter for CLI

  discussionenhancement
  frankkramer-lab/aucmedi#154 · Filter by author muellerdo opened on Jul 5, 2022

• Evaluation: how to handle classes which are not present in GT

  discussionenhancement
  frankkramer-lab/aucmedi#146 · Filter by author muellerdo opened on Jun 29, 2022