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Predicting achievement of clinical goals using machine learning in myasthenia gravis.

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Title: Predicting achievement of clinical goals using machine learning in myasthenia gravis.
Authors: Akamine H; Department of Neurology, Graduate School of Medicine, Chiba University, Chiba, Japan., Uzawa A; Department of Neurology, Graduate School of Medicine, Chiba University, Chiba, Japan., Kuwabara S; Department of Neurology, Graduate School of Medicine, Chiba University, Chiba, Japan., Suzuki S; Department of Neurology, Keio University School of Medicine, Tokyo, Japan., Onishi Y; Department of Neurology, Graduate School of Medicine, Chiba University, Chiba, Japan., Yasuda M; Department of Neurology, Graduate School of Medicine, Chiba University, Chiba, Japan., Ozawa Y; Department of Neurology, Graduate School of Medicine, Chiba University, Chiba, Japan., Kawaguchi N; Department of Neurology, Neurology Chiba Clinic, Chiba, Japan., Kubota T; Division of Health Sciences, Department of Clinical Laboratory and Biomedical Sciences, The University of Osaka Graduate School of Medicine, Suita, Osaka, Japan., Takahashi MP; Division of Health Sciences, Department of Clinical Laboratory and Biomedical Sciences, The University of Osaka Graduate School of Medicine, Suita, Osaka, Japan., Suzuki Y; Department of Neurology, National Hospital Organization Sendai Medical Center, Sendai, Japan., Watanabe G; Department of Neurology, National Hospital Organization Sendai Medical Center, Sendai, Japan., Kimura T; Department of Neurology, Hyogo Medical University, Nishinomiya, Japan., Sugimoto T; Department of Clinical Neuroscience and Therapeutics, Hiroshima University, Hiroshima, Japan., Samukawa M; Department of Neurology, Kindai University Faculty of Medicine, Osakasayama, Japan., Minami N; Department of Neurology, National Hospital Organization Hokkaido Medical Center, Sapporo, Japan., Masuda M; Department of Neurology, Tokyo Medical University, Tokyo, Japan., Konno S; Department of Neurology, Toho University Ohashi Medical Center, Tokyo, Japan., Nagane Y; Department of Neurology, Hanamaki General Hospital, Hanamaki, Japan., Utsugisawa K; Department of Neurology, Hanamaki General Hospital, Hanamaki, Japan.
Source: PloS one [PLoS One] 2025 Aug 14; Vol. 20 (8), pp. e0330044. Date of Electronic Publication: 2025 Aug 14 (Print Publication: 2025).
Publication Type: Journal Article
Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Predicting achievement of clinical goals using machine learning in myasthenia gravis.
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  Data: <searchLink fieldCode="AU" term="%22Akamine+H%22">Akamine H</searchLink>; Department of Neurology, Graduate School of Medicine, Chiba University, Chiba, Japan.<br /><searchLink fieldCode="AU" term="%22Uzawa+A%22">Uzawa A</searchLink>; Department of Neurology, Graduate School of Medicine, Chiba University, Chiba, Japan.<br /><searchLink fieldCode="AU" term="%22Kuwabara+S%22">Kuwabara S</searchLink>; Department of Neurology, Graduate School of Medicine, Chiba University, Chiba, Japan.<br /><searchLink fieldCode="AU" term="%22Suzuki+S%22">Suzuki S</searchLink>; Department of Neurology, Keio University School of Medicine, Tokyo, Japan.<br /><searchLink fieldCode="AU" term="%22Onishi+Y%22">Onishi Y</searchLink>; Department of Neurology, Graduate School of Medicine, Chiba University, Chiba, Japan.<br /><searchLink fieldCode="AU" term="%22Yasuda+M%22">Yasuda M</searchLink>; Department of Neurology, Graduate School of Medicine, Chiba University, Chiba, Japan.<br /><searchLink fieldCode="AU" term="%22Ozawa+Y%22">Ozawa Y</searchLink>; Department of Neurology, Graduate School of Medicine, Chiba University, Chiba, Japan.<br /><searchLink fieldCode="AU" term="%22Kawaguchi+N%22">Kawaguchi N</searchLink>; Department of Neurology, Neurology Chiba Clinic, Chiba, Japan.<br /><searchLink fieldCode="AU" term="%22Kubota+T%22">Kubota T</searchLink>; Division of Health Sciences, Department of Clinical Laboratory and Biomedical Sciences, The University of Osaka Graduate School of Medicine, Suita, Osaka, Japan.<br /><searchLink fieldCode="AU" term="%22Takahashi+MP%22">Takahashi MP</searchLink>; Division of Health Sciences, Department of Clinical Laboratory and Biomedical Sciences, The University of Osaka Graduate School of Medicine, Suita, Osaka, Japan.<br /><searchLink fieldCode="AU" term="%22Suzuki+Y%22">Suzuki Y</searchLink>; Department of Neurology, National Hospital Organization Sendai Medical Center, Sendai, Japan.<br /><searchLink fieldCode="AU" term="%22Watanabe+G%22">Watanabe G</searchLink>; Department of Neurology, National Hospital Organization Sendai Medical Center, Sendai, Japan.<br /><searchLink fieldCode="AU" term="%22Kimura+T%22">Kimura T</searchLink>; Department of Neurology, Hyogo Medical University, Nishinomiya, Japan.<br /><searchLink fieldCode="AU" term="%22Sugimoto+T%22">Sugimoto T</searchLink>; Department of Clinical Neuroscience and Therapeutics, Hiroshima University, Hiroshima, Japan.<br /><searchLink fieldCode="AU" term="%22Samukawa+M%22">Samukawa M</searchLink>; Department of Neurology, Kindai University Faculty of Medicine, Osakasayama, Japan.<br /><searchLink fieldCode="AU" term="%22Minami+N%22">Minami N</searchLink>; Department of Neurology, National Hospital Organization Hokkaido Medical Center, Sapporo, Japan.<br /><searchLink fieldCode="AU" term="%22Masuda+M%22">Masuda M</searchLink>; Department of Neurology, Tokyo Medical University, Tokyo, Japan.<br /><searchLink fieldCode="AU" term="%22Konno+S%22">Konno S</searchLink>; Department of Neurology, Toho University Ohashi Medical Center, Tokyo, Japan.<br /><searchLink fieldCode="AU" term="%22Nagane+Y%22">Nagane Y</searchLink>; Department of Neurology, Hanamaki General Hospital, Hanamaki, Japan.<br /><searchLink fieldCode="AU" term="%22Utsugisawa+K%22">Utsugisawa K</searchLink>; Department of Neurology, Hanamaki General Hospital, Hanamaki, Japan.
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  Data: <searchLink fieldCode="JN" term="%22101285081%22">PloS one</searchLink> [PLoS One] 2025 Aug 14; Vol. 20 (8), pp. e0330044. <i>Date of Electronic Publication: </i>2025 Aug 14 (<i>Print Publication: </i>2025).
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