Classification of fallers in Parkinson's disease through machine learning based feature analysis.
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| Title: | Classification of fallers in Parkinson's disease through machine learning based feature analysis. |
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| Authors: | Kim M; Department of Digital Health, Samsung Advanced Institute for Health Sciences and Technology (SAIHST), Sungkyunkwan University, Seoul, Korea.; Medical AI Research Center, Research Institute for Future Medicine, Samsung Medical Center, Seoul, Korea., Kim S; Department of Neurology, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Korea., Chung M; Medical AI Research Center, Research Institute for Future Medicine, Samsung Medical Center, Seoul, Korea.; Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea.; Department of Data Convergence and Future Medicine, Sungkyunkwan University School of Medicine, Seoul, Korea., Cho JW; Department of Neurology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea.; Neuroscience Center, Samsung Medical Center, Seoul, Korea., Yoo H; Medical AI Research Center, Research Institute for Future Medicine, Samsung Medical Center, Seoul, Korea. waihjei11@gmail.com.; Department of Bio-Mechatronic Engineering, Sungkyunkwan University College of Biotechnology and Bioengineering, Gyeonggi, Korea. waihjei11@gmail.com., Youn J; Department of Neurology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea. genian@skku.edu.; Neuroscience Center, Samsung Medical Center, Seoul, Korea. genian@skku.edu. |
| Source: | NPJ Parkinson's disease [NPJ Parkinsons Dis] 2026 Apr 12; Vol. 12 (1). Date of Electronic Publication: 2026 Apr 12. |
| 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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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 41968129 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Classification of fallers in Parkinson's disease through machine learning based feature analysis. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Kim+M%22">Kim M</searchLink>; Department of Digital Health, Samsung Advanced Institute for Health Sciences and Technology (SAIHST), Sungkyunkwan University, Seoul, Korea.; Medical AI Research Center, Research Institute for Future Medicine, Samsung Medical Center, Seoul, Korea.<br /><searchLink fieldCode="AU" term="%22Kim+S%22">Kim S</searchLink>; Department of Neurology, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Korea.<br /><searchLink fieldCode="AU" term="%22Chung+M%22">Chung M</searchLink>; Medical AI Research Center, Research Institute for Future Medicine, Samsung Medical Center, Seoul, Korea.; Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea.; Department of Data Convergence and Future Medicine, Sungkyunkwan University School of Medicine, Seoul, Korea.<br /><searchLink fieldCode="AU" term="%22Cho+JW%22">Cho JW</searchLink>; Department of Neurology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea.; Neuroscience Center, Samsung Medical Center, Seoul, Korea.<br /><searchLink fieldCode="AU" term="%22Yoo+H%22">Yoo H</searchLink>; Medical AI Research Center, Research Institute for Future Medicine, Samsung Medical Center, Seoul, Korea. waihjei11@gmail.com.; Department of Bio-Mechatronic Engineering, Sungkyunkwan University College of Biotechnology and Bioengineering, Gyeonggi, Korea. waihjei11@gmail.com.<br /><searchLink fieldCode="AU" term="%22Youn+J%22">Youn J</searchLink>; Department of Neurology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea. genian@skku.edu.; Neuroscience Center, Samsung Medical Center, Seoul, Korea. genian@skku.edu. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101675390%22">NPJ Parkinson's disease</searchLink> [NPJ Parkinsons Dis] 2026 Apr 12; Vol. 12 (1). <i>Date of Electronic Publication: </i>2026 Apr 12. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Nature+Publishing+Group%22">Nature Publishing Group </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101675390 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Print <i>ISSN: </i>2373-8057 (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2223738057%22">23738057 </searchLink><i>NLM ISO Abbreviation: </i>NPJ Parkinsons Dis <i>Subsets: </i>PubMed not MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41968129 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1038/s41531-026-01343-6 Languages: – Code: eng Text: English Titles: – TitleFull: Classification of fallers in Parkinson's disease through machine learning based feature analysis. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Kim M – PersonEntity: Name: NameFull: Kim S – PersonEntity: Name: NameFull: Chung M – PersonEntity: Name: NameFull: Cho JW – PersonEntity: Name: NameFull: Yoo H – PersonEntity: Name: NameFull: Youn J IsPartOfRelationships: – BibEntity: Dates: – D: 12 M: 04 Text: 2026 Apr 12 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 2373-8057 Numbering: – Type: volume Value: 12 – Type: issue Value: 1 Titles: – TitleFull: NPJ Parkinson's disease Type: main |
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