Multi-task deep learning for predicting metabolic syndrome from retinal fundus images in a Japanese health checkup dataset

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Bibliographic Details
Main Authors: Tohru Itoh, Koichi Nishitsuka, Yasufumi Fukuma, Satoshi Wada
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2025-01-01
Series:PLoS ONE
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12370136/?tool=EBI
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author Tohru Itoh
Koichi Nishitsuka
Yasufumi Fukuma
Satoshi Wada
author_facet Tohru Itoh
Koichi Nishitsuka
Yasufumi Fukuma
Satoshi Wada
author_sort Tohru Itoh
collection DOAJ
format Article
id doaj-art-4e7dca8930a84433962d6acf5522f313
institution Kabale University
issn 1932-6203
language English
publishDate 2025-01-01
publisher Public Library of Science (PLoS)
record_format Article
series PLoS ONE
spelling doaj-art-4e7dca8930a84433962d6acf5522f3132025-08-24T05:31:15ZengPublic Library of Science (PLoS)PLoS ONE1932-62032025-01-01208Multi-task deep learning for predicting metabolic syndrome from retinal fundus images in a Japanese health checkup datasetTohru ItohKoichi NishitsukaYasufumi FukumaSatoshi Wadahttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC12370136/?tool=EBI
spellingShingle Tohru Itoh
Koichi Nishitsuka
Yasufumi Fukuma
Satoshi Wada
Multi-task deep learning for predicting metabolic syndrome from retinal fundus images in a Japanese health checkup dataset
PLoS ONE
title Multi-task deep learning for predicting metabolic syndrome from retinal fundus images in a Japanese health checkup dataset
title_full Multi-task deep learning for predicting metabolic syndrome from retinal fundus images in a Japanese health checkup dataset
title_fullStr Multi-task deep learning for predicting metabolic syndrome from retinal fundus images in a Japanese health checkup dataset
title_full_unstemmed Multi-task deep learning for predicting metabolic syndrome from retinal fundus images in a Japanese health checkup dataset
title_short Multi-task deep learning for predicting metabolic syndrome from retinal fundus images in a Japanese health checkup dataset
title_sort multi task deep learning for predicting metabolic syndrome from retinal fundus images in a japanese health checkup dataset
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12370136/?tool=EBI
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AT yasufumifukuma multitaskdeeplearningforpredictingmetabolicsyndromefromretinalfundusimagesinajapanesehealthcheckupdataset
AT satoshiwada multitaskdeeplearningforpredictingmetabolicsyndromefromretinalfundusimagesinajapanesehealthcheckupdataset