Establishing a real-time biomarker-to-LLM interface: a modular pipeline for HRV signal acquisition, processing, and physiological state interpretation via generative AI.
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| Title: | Establishing a real-time biomarker-to-LLM interface: a modular pipeline for HRV signal acquisition, processing, and physiological state interpretation via generative AI. |
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| Authors: | Gellisch M; Center for Medical Education, Ruhr University Bochum, Bochum, Germany.; Department of Anatomy and Molecular Embryology, Institute of Anatomy, Medical Faculty, Ruhr University Bochum, Bochum, Germany.; Dean of Studies Office, University of Zurich, Zurich, Switzerland., Burr B; Department of Neuroanatomy and Molecular Brain Research, Medical Faculty, Ruhr University Bochum, Bochum, Germany. |
| Source: | Frontiers in digital health [Front Digit Health] 2025 Sep 26; Vol. 7, pp. 1670464. Date of Electronic Publication: 2025 Sep 26 (Print Publication: 2025). |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Frontiers Media S.A Country of Publication: Switzerland NLM ID: 101771889 Publication Model: eCollection Cited Medium: Internet ISSN: 2673-253X (Electronic) Linking ISSN: 2673253X NLM ISO Abbreviation: Front Digit Health Subsets: PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 41079692 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Establishing a real-time biomarker-to-LLM interface: a modular pipeline for HRV signal acquisition, processing, and physiological state interpretation via generative AI. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Gellisch+M%22">Gellisch M</searchLink>; Center for Medical Education, Ruhr University Bochum, Bochum, Germany.; Department of Anatomy and Molecular Embryology, Institute of Anatomy, Medical Faculty, Ruhr University Bochum, Bochum, Germany.; Dean of Studies Office, University of Zurich, Zurich, Switzerland.<br /><searchLink fieldCode="AU" term="%22Burr+B%22">Burr B</searchLink>; Department of Neuroanatomy and Molecular Brain Research, Medical Faculty, Ruhr University Bochum, Bochum, Germany. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101771889%22">Frontiers in digital health</searchLink> [Front Digit Health] 2025 Sep 26; Vol. 7, pp. 1670464. <i>Date of Electronic Publication: </i>2025 Sep 26 (<i>Print Publication: </i>2025). – 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="%22Frontiers+Media+S%2EA%22">Frontiers Media S.A </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>101771889 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Internet <i>ISSN: </i>2673-253X (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%222673253X%22">2673253X </searchLink><i>NLM ISO Abbreviation: </i>Front Digit Health <i>Subsets: </i>PubMed not MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41079692 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.3389/fdgth.2025.1670464 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 1670464 Titles: – TitleFull: Establishing a real-time biomarker-to-LLM interface: a modular pipeline for HRV signal acquisition, processing, and physiological state interpretation via generative AI. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Gellisch M – PersonEntity: Name: NameFull: Burr B IsPartOfRelationships: – BibEntity: Dates: – D: 26 M: 09 Text: 2025 Sep 26 Type: published Y: 2025 Identifiers: – Type: issn-electronic Value: 2673-253X Numbering: – Type: volume Value: 7 Titles: – TitleFull: Frontiers in digital health Type: main |
| ResultId | 1 |
