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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Detalles Bibliográficos
Autores principales: Aydin, Orhun Utku, Taha, Abdel Aziz, Hilbert, Adam, Khalil, Ahmed A., Galinovic, Ivana, Fiebach, Jochen B., Frey, Dietmar, Madai, Vince Istvan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Vienna 2021
Materias:
Methodology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7817746/
https://www.ncbi.nlm.nih.gov/pubmed/33474675
http://dx.doi.org/10.1186/s41747-020-00200-2

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7817746/
https://www.ncbi.nlm.nih.gov/pubmed/33474675
http://dx.doi.org/10.1186/s41747-020-00200-2

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