Virtual reality-assisted prediction of adult ADHD based on eye tracking, EEG, actigraphy and behavioral indices: a machine learning analysis of independent training and test samples.
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| Title: | Virtual reality-assisted prediction of adult ADHD based on eye tracking, EEG, actigraphy and behavioral indices: a machine learning analysis of independent training and test samples. |
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| Authors: | Wiebe A; Department of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany., Selaskowski B; Department of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany., Paskin M; Department of Visual and Data-Centric Computing, Zuse Institut Berlin, Berlin, Germany.; Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden., Asché L; Department of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany., Pakos J; Department of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany., Aslan B; Department of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany., Lux S; Department of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany., Philipsen A; Department of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany., Braun N; Department of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany. niclas.braun@ukbonn.de. |
| Source: | Translational psychiatry [Transl Psychiatry] 2024 Dec 31; Vol. 14 (1), pp. 508. Date of Electronic Publication: 2024 Dec 31. |
| Publication Type: | Journal Article; Research Support, Non-U.S. Gov't |
| Journal Info: | Publisher: Nature Pub. Group Country of Publication: United States NLM ID: 101562664 Publication Model: Electronic Cited Medium: Internet ISSN: 2158-3188 (Electronic) Linking ISSN: 21583188 NLM ISO Abbreviation: Transl Psychiatry Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 39741130 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Virtual reality-assisted prediction of adult ADHD based on eye tracking, EEG, actigraphy and behavioral indices: a machine learning analysis of independent training and test samples. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Wiebe+A%22">Wiebe A</searchLink>; Department of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany.<br /><searchLink fieldCode="AU" term="%22Selaskowski+B%22">Selaskowski B</searchLink>; Department of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany.<br /><searchLink fieldCode="AU" term="%22Paskin+M%22">Paskin M</searchLink>; Department of Visual and Data-Centric Computing, Zuse Institut Berlin, Berlin, Germany.; Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden.<br /><searchLink fieldCode="AU" term="%22Asché+L%22">Asché L</searchLink>; Department of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany.<br /><searchLink fieldCode="AU" term="%22Pakos+J%22">Pakos J</searchLink>; Department of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany.<br /><searchLink fieldCode="AU" term="%22Aslan+B%22">Aslan B</searchLink>; Department of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany.<br /><searchLink fieldCode="AU" term="%22Lux+S%22">Lux S</searchLink>; Department of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany.<br /><searchLink fieldCode="AU" term="%22Philipsen+A%22">Philipsen A</searchLink>; Department of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany.<br /><searchLink fieldCode="AU" term="%22Braun+N%22">Braun N</searchLink>; Department of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany. niclas.braun@ukbonn.de. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101562664%22">Translational psychiatry</searchLink> [Transl Psychiatry] 2024 Dec 31; Vol. 14 (1), pp. 508. <i>Date of Electronic Publication: </i>2024 Dec 31. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article; Research Support, Non-U.S. Gov't – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Nature+Pub%2E+Group%22">Nature Pub. Group </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101562664 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2158-3188 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2221583188%22">21583188 </searchLink><i>NLM ISO Abbreviation: </i>Transl Psychiatry <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=39741130 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1038/s41398-024-03217-y Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 508 Titles: – TitleFull: Virtual reality-assisted prediction of adult ADHD based on eye tracking, EEG, actigraphy and behavioral indices: a machine learning analysis of independent training and test samples. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Wiebe A – PersonEntity: Name: NameFull: Selaskowski B – PersonEntity: Name: NameFull: Paskin M – PersonEntity: Name: NameFull: Asché L – PersonEntity: Name: NameFull: Pakos J – PersonEntity: Name: NameFull: Aslan B – PersonEntity: Name: NameFull: Lux S – PersonEntity: Name: NameFull: Philipsen A – PersonEntity: Name: NameFull: Braun N IsPartOfRelationships: – BibEntity: Dates: – D: 31 M: 12 Text: 2024 Dec 31 Type: published Y: 2024 Identifiers: – Type: issn-electronic Value: 2158-3188 Numbering: – Type: volume Value: 14 – Type: issue Value: 1 Titles: – TitleFull: Translational psychiatry Type: main |
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