View in EDS

Temporal Learning with Dynamic Range (TLDR) for modeling recurrent exposure and treatment outcomes.

Saved in:
Bibliographic Details
Title: Temporal Learning with Dynamic Range (TLDR) for modeling recurrent exposure and treatment outcomes.
Authors: Cheng J; Department of Medicine, Massachusetts General Hospital, Boston, MA, USA., Hügel J; Department of Medicine, Massachusetts General Hospital, Boston, MA, USA.; University Medical Center Göttingen, Department of Medical Informatics, Göttingen, Germany.; University of Göttingen, Campus Institute Data Science, Göttingen, Germany., Tian J; Department of Medicine, Massachusetts General Hospital, Boston, MA, USA., Azhir A; Department of Medicine, Massachusetts General Hospital, Boston, MA, USA., Murphy SN; Department of Biomedical Informatics and Medical Education, University of Washington, Seattle, WA, USA., Klann JG; Department of Medicine, Massachusetts General Hospital, Boston, MA, USA., Estiri H; Department of Medicine, Massachusetts General Hospital, Boston, MA, USA. hestiri@mgh.harvard.edu.
Source: Scientific reports [Sci Rep] 2026 Mar 24; Vol. 16 (1). Date of Electronic Publication: 2026 Mar 24.
Publication Type: Journal Article
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE
Database: MEDLINE Ultimate
FullText Text:
  Availability: 0
Header DbId: mdl
DbLabel: MEDLINE Ultimate
An: 41876840
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Temporal Learning with Dynamic Range (TLDR) for modeling recurrent exposure and treatment outcomes.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AU" term="%22Cheng+J%22">Cheng J</searchLink>; Department of Medicine, Massachusetts General Hospital, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Hügel+J%22">Hügel J</searchLink>; Department of Medicine, Massachusetts General Hospital, Boston, MA, USA.; University Medical Center Göttingen, Department of Medical Informatics, Göttingen, Germany.; University of Göttingen, Campus Institute Data Science, Göttingen, Germany.<br /><searchLink fieldCode="AU" term="%22Tian+J%22">Tian J</searchLink>; Department of Medicine, Massachusetts General Hospital, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Azhir+A%22">Azhir A</searchLink>; Department of Medicine, Massachusetts General Hospital, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Murphy+SN%22">Murphy SN</searchLink>; Department of Biomedical Informatics and Medical Education, University of Washington, Seattle, WA, USA.<br /><searchLink fieldCode="AU" term="%22Klann+JG%22">Klann JG</searchLink>; Department of Medicine, Massachusetts General Hospital, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Estiri+H%22">Estiri H</searchLink>; Department of Medicine, Massachusetts General Hospital, Boston, MA, USA. hestiri@mgh.harvard.edu.
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22101563288%22">Scientific reports</searchLink> [Sci Rep] 2026 Mar 24; Vol. 16 (1). <i>Date of Electronic Publication: </i>2026 Mar 24.
– 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>England <i>NLM ID: </i>101563288 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2045-2322 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2220452322%22">20452322 </searchLink><i>NLM ISO Abbreviation: </i>Sci Rep <i>Subsets: </i>MEDLINE
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41876840
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1038/s41598-026-45346-y
    Languages:
      – Code: eng
        Text: English
    Titles:
      – TitleFull: Temporal Learning with Dynamic Range (TLDR) for modeling recurrent exposure and treatment outcomes.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Cheng J
      – PersonEntity:
          Name:
            NameFull: Hügel J
      – PersonEntity:
          Name:
            NameFull: Tian J
      – PersonEntity:
          Name:
            NameFull: Azhir A
      – PersonEntity:
          Name:
            NameFull: Murphy SN
      – PersonEntity:
          Name:
            NameFull: Klann JG
      – PersonEntity:
          Name:
            NameFull: Estiri H
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 24
              M: 03
              Text: 2026 Mar 24
              Type: published
              Y: 2026
          Identifiers:
            – Type: issn-electronic
              Value: 2045-2322
          Numbering:
            – Type: volume
              Value: 16
            – Type: issue
              Value: 1
          Titles:
            – TitleFull: Scientific reports
              Type: main
ResultId 1