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Liver fibrosis stage classification in stacked microvascular images based on deep learning.

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Title: Liver fibrosis stage classification in stacked microvascular images based on deep learning.
Authors: Miura D; Department of Ultrasound and Clinical Laboratory, Fukuoka Tokushukai Hospital, Fukuoka, 816-0864, Japan.; Department of Laboratory Science, Yamaguchi University Graduate School of Medicine, Yamaguchi, 755-8508, Japan., Suenaga H; Department of Laboratory Science, Yamaguchi University Graduate School of Medicine, Yamaguchi, 755-8508, Japan. hiro1204@yamaguchi-u.ac.jp., Hiwatashi R; Department of Ultrasound and Clinical Laboratory, Fukuoka Tokushukai Hospital, Fukuoka, 816-0864, Japan., Mabu S; Department of Information Science and Engineering, Graduate School of Sciences and Technology for Innovation, Yamaguchi University, Yamaguchi, 755-8611, Japan.
Source: BMC medical imaging [BMC Med Imaging] 2025 Jan 07; Vol. 25 (1), pp. 8. Date of Electronic Publication: 2025 Jan 07.
Publication Type: Journal Article
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 100968553 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2342 (Electronic) Linking ISSN: 14712342 NLM ISO Abbreviation: BMC Med Imaging Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Miura+D%22">Miura D</searchLink>; Department of Ultrasound and Clinical Laboratory, Fukuoka Tokushukai Hospital, Fukuoka, 816-0864, Japan.; Department of Laboratory Science, Yamaguchi University Graduate School of Medicine, Yamaguchi, 755-8508, Japan.<br /><searchLink fieldCode="AU" term="%22Suenaga+H%22">Suenaga H</searchLink>; Department of Laboratory Science, Yamaguchi University Graduate School of Medicine, Yamaguchi, 755-8508, Japan. hiro1204@yamaguchi-u.ac.jp.<br /><searchLink fieldCode="AU" term="%22Hiwatashi+R%22">Hiwatashi R</searchLink>; Department of Ultrasound and Clinical Laboratory, Fukuoka Tokushukai Hospital, Fukuoka, 816-0864, Japan.<br /><searchLink fieldCode="AU" term="%22Mabu+S%22">Mabu S</searchLink>; Department of Information Science and Engineering, Graduate School of Sciences and Technology for Innovation, Yamaguchi University, Yamaguchi, 755-8611, Japan.
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        Value: 10.1186/s12880-024-01531-x
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              Text: 2025 Jan 07
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