Biomedical Image Registration, Domain Generalisation and Out-of-Distribution Analysis
Marc Aubreville, David Zimmerer, Mattias HeinrichThis book constitutes three challenges that were held in conjunction with the 24th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2021, which was planned to take place in Strasbourg, France but changed to an online event due to the COVID-19 pandemic.
The peer-reviewed 18 long and 9 short papers included in this volume stem from the following three biomedical image analysis challenges:
- Mitosis Domain Generalization Challenge (MIDOG 2021),
- Medical Out-of-Distribution Analysis Challenge (MOOD 2021), and
- Learn2Reg (L2R 2021).
The challenges share the need for developing and fairly evaluating algorithms that increase accuracy, reproducibility and efficiency of automated image analysis in clinically relevant applications.
年:
2022
出版社:
Springer
语言:
english
页:
194
ISBN 10:
3030972801
ISBN 13:
9783030972806
系列:
Lecture Notes in Computer Science, 13166
文件:
PDF, 32.97 MB
IPFS:
,
english, 2022