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On the usage of average Hausdorff distance for segmentation performance assessment: hidden error when used for ranking

Average Hausdorff distance is a widely used performance measure to calculate the distance between two point sets. In medical image segmentation, it is used to compare ground truth images with segmentations allowing their ranking. We identified, however, ranking errors of average Hausdorff distance m...

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Detalhes bibliográficos
Publicado no:Eur Radiol Exp
Main Authors: Aydin, Orhun Utku, Taha, Abdel Aziz, Hilbert, Adam, Khalil, Ahmed A., Galinovic, Ivana, Fiebach, Jochen B., Frey, Dietmar, Madai, Vince Istvan
Formato: Artigo
Idioma:Inglês
Publicado em: Springer Vienna 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7817746/
https://ncbi.nlm.nih.gov/pubmed/33474675
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s41747-020-00200-2
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