Justifying model complexity: Evaluating transfer learning against classical models for intraoperative nociception monitoring under anesthesia.
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| Title: | Justifying model complexity: Evaluating transfer learning against classical models for intraoperative nociception monitoring under anesthesia. |
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| Authors: | Lee, Chanseo1,2 (AUTHOR) chanseo.lee@yale.edu, Lee, Jaihyoung1,2 (AUTHOR), Vogt, Kimon-Aristotelis2,3 (AUTHOR), Munshi, Muhammad1 (AUTHOR) |
| Source: | PLoS ONE. 2/17/2026, Vol. 21 Issue 2, p1-14. 14p. |
| Database: | Academic Search Ultimate |
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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Header | DbId: asn DbLabel: Academic Search Ultimate An: 191633216 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Justifying model complexity: Evaluating transfer learning against classical models for intraoperative nociception monitoring under anesthesia. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Lee%2C+Chanseo%22">Lee, Chanseo</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<i> chanseo.lee@yale.edu</i><br /><searchLink fieldCode="AR" term="%22Lee%2C+Jaihyoung%22">Lee, Jaihyoung</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Vogt%2C+Kimon-Aristotelis%22">Vogt, Kimon-Aristotelis</searchLink><relatesTo>2,3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Munshi%2C+Muhammad%22">Munshi, Muhammad</searchLink><relatesTo>1</relatesTo> (AUTHOR) – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22PLoS+ONE%22">PLoS ONE</searchLink>. 2/17/2026, Vol. 21 Issue 2, p1-14. 14p. |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=191633216 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1371/journal.pone.0342688 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 14 StartPage: 1 Titles: – TitleFull: Justifying model complexity: Evaluating transfer learning against classical models for intraoperative nociception monitoring under anesthesia. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Lee, Chanseo – PersonEntity: Name: NameFull: Lee, Jaihyoung – PersonEntity: Name: NameFull: Vogt, Kimon-Aristotelis – PersonEntity: Name: NameFull: Munshi, Muhammad IsPartOfRelationships: – BibEntity: Dates: – D: 17 M: 02 Text: 2/17/2026 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 19326203 Numbering: – Type: volume Value: 21 – Type: issue Value: 2 Titles: – TitleFull: PLoS ONE Type: main |
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