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Spontaneous eye blink-based machine learning for tracking clinical fluctuations in Parkinson's disease.

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Title: Spontaneous eye blink-based machine learning for tracking clinical fluctuations in Parkinson's disease.
Authors: Nishikawa N; Department of Neurology, Juntendo University School of Medicine, Tokyo, Japan. n.nishikawa.ts@juntendo.ac.jp., Tejima S; Sumitomo Pharma Co., Ltd., Osaka, Japan., Kamiyama D; Department of Neurology, Juntendo University School of Medicine, Tokyo, Japan., Kurita M; Sumitomo Pharma Co., Ltd., Osaka, Japan., Yamamoto K; Sumitomo Pharma Co., Ltd., Osaka, Japan., Imai S; Sumitomo Pharma Co., Ltd., Osaka, Japan., Sako W; Department of Neurology, Juntendo University School of Medicine, Tokyo, Japan., Oyama G; Department of Neurology, Juntendo University School of Medicine, Tokyo, Japan., Hatano T; Department of Neurology, Juntendo University School of Medicine, Tokyo, Japan., Hattori N; Department of Neurology, Juntendo University School of Medicine, Tokyo, Japan.
Source: NPJ Parkinson's disease [NPJ Parkinsons Dis] 2025 Aug 19; Vol. 11 (1), pp. 247. Date of Electronic Publication: 2025 Aug 19.
Publication Type: Journal Article
Journal Info: Publisher: Nature Publishing Group Country of Publication: United States NLM ID: 101675390 Publication Model: Electronic Cited Medium: Print ISSN: 2373-8057 (Print) Linking ISSN: 23738057 NLM ISO Abbreviation: NPJ Parkinsons Dis Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Nishikawa+N%22">Nishikawa N</searchLink>; Department of Neurology, Juntendo University School of Medicine, Tokyo, Japan. n.nishikawa.ts@juntendo.ac.jp.<br /><searchLink fieldCode="AU" term="%22Tejima+S%22">Tejima S</searchLink>; Sumitomo Pharma Co., Ltd., Osaka, Japan.<br /><searchLink fieldCode="AU" term="%22Kamiyama+D%22">Kamiyama D</searchLink>; Department of Neurology, Juntendo University School of Medicine, Tokyo, Japan.<br /><searchLink fieldCode="AU" term="%22Kurita+M%22">Kurita M</searchLink>; Sumitomo Pharma Co., Ltd., Osaka, Japan.<br /><searchLink fieldCode="AU" term="%22Yamamoto+K%22">Yamamoto K</searchLink>; Sumitomo Pharma Co., Ltd., Osaka, Japan.<br /><searchLink fieldCode="AU" term="%22Imai+S%22">Imai S</searchLink>; Sumitomo Pharma Co., Ltd., Osaka, Japan.<br /><searchLink fieldCode="AU" term="%22Sako+W%22">Sako W</searchLink>; Department of Neurology, Juntendo University School of Medicine, Tokyo, Japan.<br /><searchLink fieldCode="AU" term="%22Oyama+G%22">Oyama G</searchLink>; Department of Neurology, Juntendo University School of Medicine, Tokyo, Japan.<br /><searchLink fieldCode="AU" term="%22Hatano+T%22">Hatano T</searchLink>; Department of Neurology, Juntendo University School of Medicine, Tokyo, Japan.<br /><searchLink fieldCode="AU" term="%22Hattori+N%22">Hattori N</searchLink>; Department of Neurology, Juntendo University School of Medicine, Tokyo, Japan.
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        Value: 10.1038/s41531-025-01094-w
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              Text: 2025 Aug 19
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