Evaluating Uncertainty Quantification in Medical Image Segmentation: A Multi-Dataset, Multi-Algorithm Study

Deep learning is revolutionizing various scientific fields, with medical applications at the forefront. One key focus is automating image segmentation, a process crucial in many clinical services. However, medical images are often ambiguous and challenging even for experts. To address this, reliable...

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Main Authors: Nyaz Jalal, Małgorzata Śliwińska, Wadim Wojciechowski, Iwona Kucybała, Miłosz Rozynek, Kamil Krupa, Patrycja Matusik, Jarosław Jarczewski, Zbisław Tabor
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Applied Sciences
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Online Access:https://www.mdpi.com/2076-3417/14/21/10020
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