Seg-metrics: a Python package to compute segmentation metrics
In response to a concerning trend of selectively emphasizing metrics in medical image segmentation (MIS) studies, we introduce \texttt{seg-metrics}, an open-source Python package for standardized MIS model evaluation. Unlike existing packages, \texttt{seg-metrics} offers user-friendly interfaces for...
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Zusammenfassung: | In response to a concerning trend of selectively emphasizing metrics in
medical image segmentation (MIS) studies, we introduce \texttt{seg-metrics}, an
open-source Python package for standardized MIS model evaluation. Unlike
existing packages, \texttt{seg-metrics} offers user-friendly interfaces for
various overlap-based and distance-based metrics, providing a comprehensive
solution. \texttt{seg-metrics} supports multiple file formats and is easily
installable through the Python Package Index (PyPI). With a focus on speed and
convenience, \texttt{seg-metrics} stands as a valuable tool for efficient MIS
model assessment. |
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DOI: | 10.48550/arxiv.2403.07884 |