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Segmentation Evaluation with Sparse Ground Truth Data: Simulating True Segmentations as Perfect/Imperfect as Those Generated by Humans

Fully annotated data sets play important roles in medical image segmentation and evaluation. Expense and imprecision are the two main issues in generating ground truth (GT) segmentations. In this paper, in an attempt to overcome these two issues jointly, we propose a method, named SparseGT, which ex...

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Detalhes bibliográficos
Publicado no:Med Image Anal
Main Authors: Li, Jieyu, Udupa, Jayaram K., Tong, Yubing, Wang, Lisheng, Torigian, Drew A.
Formato: Artigo
Idioma:Inglês
Publicado em: 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7933105/
https://ncbi.nlm.nih.gov/pubmed/33588116
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.media.2021.101980
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