Prediction of age and brachial-ankle pulse-wave velocity using ultra-wide-field pseudo-color images by deep learning.
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| Title: | Prediction of age and brachial-ankle pulse-wave velocity using ultra-wide-field pseudo-color images by deep learning. |
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| Authors: | Nagasato D; Department of Ophthalmology, Tsukazaki Hospital, Himeji, Japan. d.nagasato@tsukazaki-eye.net.; Department of Technology and Design Thinking for Medicine, Hiroshima University Graduate School, Hiroshima, Japan. d.nagasato@tsukazaki-eye.net.; Department of Ophthalmology, Institute of Biomedical Sciences, Tokushima University Graduate School, Tokushima, Japan. d.nagasato@tsukazaki-eye.net., Tabuchi H; Department of Ophthalmology, Tsukazaki Hospital, Himeji, Japan.; Department of Technology and Design Thinking for Medicine, Hiroshima University Graduate School, Hiroshima, Japan., Masumoto H; Department of Ophthalmology, Tsukazaki Hospital, Himeji, Japan.; Department of Technology and Design Thinking for Medicine, Hiroshima University Graduate School, Hiroshima, Japan., Kusuyama T; Department of Cardiology, Tsukazaki Hospital, Himeji, Japan., Kawai Y; Department of Cardiology, Tsukazaki Hospital, Himeji, Japan., Ishitobi N; Department of Ophthalmology, Tsukazaki Hospital, Himeji, Japan., Furukawa H; Department of Ophthalmology, Tsukazaki Hospital, Himeji, Japan., Adachi S; Department of Ophthalmology, Tsukazaki Hospital, Himeji, Japan., Murao F; Department of Ophthalmology, Institute of Biomedical Sciences, Tokushima University Graduate School, Tokushima, Japan., Mitamura Y; Department of Ophthalmology, Institute of Biomedical Sciences, Tokushima University Graduate School, Tokushima, Japan. |
| Source: | Scientific reports [Sci Rep] 2020 Nov 09; Vol. 10 (1), pp. 19369. Date of Electronic Publication: 2020 Nov 09. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| ISSN: | 2045-2322 |
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| DOI: | 10.1038/s41598-020-76513-4 |
