Calibrating the Dice Loss to Handle Neural Network Overconfidence for Biomedical Image Segmentation.

Authors:
Yeung M; Rundo L; Nan Y; Sala E; Schönlieb CB and 1 more

Journal:
J Digit Imaging

Publication Year: 2022

DOI:
10.1007/s10278-022-00735-3

PMCID:
PMC10039156

PMID:
36474089

View on PubMed View on PMC View Publisher
Journal Information

Full Title: J Digit Imaging

Abbreviation: J Digit Imaging

Country: Unknown

Publisher: Unknown

Language: N/A

Publication Details

Subject Category: Medical Informatics

Available in Europe PMC: Yes

Available in PMC: Yes

PDF Available: No

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66.7% Transparent
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Evidence found in paper:

"source code is available at https://github com/mlyg/diceplusplus ."

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"Declarations Competing InterestsThe authors declare no competing interests. Competing Interests The authors declare no competing interests."

Evidence found in paper:

"http://dx.doi.org/10.13039/100014599Mark Foundation For Cancer Research; http://dx.doi.org/10.13039/100004440Wellcome Trust; National Institute of Health Research; Cambridge Mathematics of Information in Healthcare; UK Research and Innovation Future Leaders Fellowship; Medical Research Council; European Research Council Innovative Medicines Initiative; AI for Health Imaging Award"

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Last Updated: Aug 05, 2025