Comparison of metrics for the evaluation of medical segmentations using prostate MRI dataset

10.1016/j.compbiomed.2021.104497

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Main Authors: Nai, Ying-Hwey, Teo, Bernice W., Tan, Nadya L., O'Doherty, Sophie, Stephenson, Mary C., Thian, Yee Liang, Chiong, Edmund, Reilhac, Anthonin
Other Authors: DEAN'S OFFICE (MEDICINE)
Format: Article
Published: Elsevier Ltd 2022
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Online Access:https://scholarbank.nus.edu.sg/handle/10635/232919
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Institution: National University of Singapore
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spelling sg-nus-scholar.10635-2329192024-04-24T09:15:48Z Comparison of metrics for the evaluation of medical segmentations using prostate MRI dataset Nai, Ying-Hwey Teo, Bernice W. Tan, Nadya L. O'Doherty, Sophie Stephenson, Mary C. Thian, Yee Liang Chiong, Edmund Reilhac, Anthonin DEAN'S OFFICE (MEDICINE) SURGERY Deep learning Evaluation metrics Medical image segmentation Prostate cancer Rank evaluation 10.1016/j.compbiomed.2021.104497 Computers in Biology and Medicine 134 104497 2022-10-13T01:18:57Z 2022-10-13T01:18:57Z 2021-07-01 Article Nai, Ying-Hwey, Teo, Bernice W., Tan, Nadya L., O'Doherty, Sophie, Stephenson, Mary C., Thian, Yee Liang, Chiong, Edmund, Reilhac, Anthonin (2021-07-01). Comparison of metrics for the evaluation of medical segmentations using prostate MRI dataset. Computers in Biology and Medicine 134 : 104497. ScholarBank@NUS Repository. https://doi.org/10.1016/j.compbiomed.2021.104497 0010-4825 https://scholarbank.nus.edu.sg/handle/10635/232919 Attribution-NonCommercial-NoDerivatives 4.0 International https://creativecommons.org/licenses/by-nc-nd/4.0/ Elsevier Ltd Scopus OA2021
institution National University of Singapore
building NUS Library
continent Asia
country Singapore
Singapore
content_provider NUS Library
collection ScholarBank@NUS
topic Deep learning
Evaluation metrics
Medical image segmentation
Prostate cancer
Rank evaluation
spellingShingle Deep learning
Evaluation metrics
Medical image segmentation
Prostate cancer
Rank evaluation
Nai, Ying-Hwey
Teo, Bernice W.
Tan, Nadya L.
O'Doherty, Sophie
Stephenson, Mary C.
Thian, Yee Liang
Chiong, Edmund
Reilhac, Anthonin
Comparison of metrics for the evaluation of medical segmentations using prostate MRI dataset
description 10.1016/j.compbiomed.2021.104497
author2 DEAN'S OFFICE (MEDICINE)
author_facet DEAN'S OFFICE (MEDICINE)
Nai, Ying-Hwey
Teo, Bernice W.
Tan, Nadya L.
O'Doherty, Sophie
Stephenson, Mary C.
Thian, Yee Liang
Chiong, Edmund
Reilhac, Anthonin
format Article
author Nai, Ying-Hwey
Teo, Bernice W.
Tan, Nadya L.
O'Doherty, Sophie
Stephenson, Mary C.
Thian, Yee Liang
Chiong, Edmund
Reilhac, Anthonin
author_sort Nai, Ying-Hwey
title Comparison of metrics for the evaluation of medical segmentations using prostate MRI dataset
title_short Comparison of metrics for the evaluation of medical segmentations using prostate MRI dataset
title_full Comparison of metrics for the evaluation of medical segmentations using prostate MRI dataset
title_fullStr Comparison of metrics for the evaluation of medical segmentations using prostate MRI dataset
title_full_unstemmed Comparison of metrics for the evaluation of medical segmentations using prostate MRI dataset
title_sort comparison of metrics for the evaluation of medical segmentations using prostate mri dataset
publisher Elsevier Ltd
publishDate 2022
url https://scholarbank.nus.edu.sg/handle/10635/232919
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