AUCMEDI: a framework for Automated Classification of Medical Images

Published June 1, 2022 | Version 1.0.0

Software Open

:sparkles: New Features

f02195e - Evaluation: added show option for dataset evaluation plots (commit by @muellerdo)

:bug: Bug Fixes

976369a - Evaluation: fix incorrect AUC computation - closes #165 (commit by @muellerdo)
cbe64f9 - Evaluation: add non-complete data support for confusion matrix - closes #167 (commit by @muellerdo)
81173d3 - XAI: replace separator chars with . for xai_decoder result saving - fixes #169 (commit by @muellerdo)

:white_check_mark: Tests

ed10587 - Evaluation: added edge case support of non-complete data for confusion matrix (commit by @muellerdo)
c6dae5d - XAI: added test for xai_decoder with directory interface (commit by @muellerdo)

:construction_worker: Build System

:memo: Documentation Changes

168c1e2 - Various updates in README and addition of tutorial placeholder on website (commit by @muellerdo)
96bca31 - README: removed getting started chapter title artefact (commit by @muellerdo)
5d336f4 - Subfunctions: removed artefact init docs of ABC (commit by @muellerdo)
173b529 - XAI: added return docs for xai_decoder - closes #143 (commit by @muellerdo)
96765ed - Contributing: enhanced contributing guideline (commit by @muellerdo)

Notes

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

Name	Size	Download all
frankkramer-lab/aucmedi-v0.7.1.zip md5:e3afafc86d1c2af1c0824fbb8fcba7c0	8.8 MB	Preview Download

Is supplement to: https://github.com/frankkramer-lab/aucmedi/tree/v0.7.1 (URL)