Geometric deep learning enables high-fidelity network imputation for HIV transmission modeling.
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| Title: | Geometric deep learning enables high-fidelity network imputation for HIV transmission modeling. |
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| Authors: | Clipman SJ; Department of Medicine, Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, MD, USA. sclipman@jhmi.edu., Wang J; Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA., Mehta SH; Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA., Mohapatra S; YR Gaitonde Centre for AIDS Research and Education (YRGCARE), Chennai, India., Srikrishnan AK; YR Gaitonde Centre for AIDS Research and Education (YRGCARE), Chennai, India., Kumar MS; YR Gaitonde Centre for AIDS Research and Education (YRGCARE), Chennai, India., Lucas GM; Department of Medicine, Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, MD, USA., Latkin CA; Department of Health, Behavior, and Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA., Solomon SS; Department of Medicine, Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, MD, USA.; Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA. |
| Source: | Communications medicine [Commun Med (Lond)] 2026 May 04; Vol. 6 (1). Date of Electronic Publication: 2026 May 04. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Nature Portfolio Country of Publication: England NLM ID: 9918250414506676 Publication Model: Electronic Cited Medium: Internet ISSN: 2730-664X (Electronic) Linking ISSN: 2730664X NLM ISO Abbreviation: Commun Med (Lond) Subsets: PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 42082684 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Geometric deep learning enables high-fidelity network imputation for HIV transmission modeling. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Clipman+SJ%22">Clipman SJ</searchLink>; Department of Medicine, Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, MD, USA. sclipman@jhmi.edu.<br /><searchLink fieldCode="AU" term="%22Wang+J%22">Wang J</searchLink>; Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.<br /><searchLink fieldCode="AU" term="%22Mehta+SH%22">Mehta SH</searchLink>; Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.<br /><searchLink fieldCode="AU" term="%22Mohapatra+S%22">Mohapatra S</searchLink>; YR Gaitonde Centre for AIDS Research and Education (YRGCARE), Chennai, India.<br /><searchLink fieldCode="AU" term="%22Srikrishnan+AK%22">Srikrishnan AK</searchLink>; YR Gaitonde Centre for AIDS Research and Education (YRGCARE), Chennai, India.<br /><searchLink fieldCode="AU" term="%22Kumar+MS%22">Kumar MS</searchLink>; YR Gaitonde Centre for AIDS Research and Education (YRGCARE), Chennai, India.<br /><searchLink fieldCode="AU" term="%22Lucas+GM%22">Lucas GM</searchLink>; Department of Medicine, Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, MD, USA.<br /><searchLink fieldCode="AU" term="%22Latkin+CA%22">Latkin CA</searchLink>; Department of Health, Behavior, and Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.<br /><searchLink fieldCode="AU" term="%22Solomon+SS%22">Solomon SS</searchLink>; Department of Medicine, Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, MD, USA.; Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%229918250414506676%22">Communications medicine</searchLink> [Commun Med (Lond)] 2026 May 04; Vol. 6 (1). <i>Date of Electronic Publication: </i>2026 May 04. – 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+Portfolio%22">Nature Portfolio </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>9918250414506676 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2730-664X (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%222730664X%22">2730664X </searchLink><i>NLM ISO Abbreviation: </i>Commun Med (Lond) <i>Subsets: </i>PubMed not MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=42082684 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1038/s43856-026-01640-4 Languages: – Code: eng Text: English Titles: – TitleFull: Geometric deep learning enables high-fidelity network imputation for HIV transmission modeling. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Clipman SJ – PersonEntity: Name: NameFull: Wang J – PersonEntity: Name: NameFull: Mehta SH – PersonEntity: Name: NameFull: Mohapatra S – PersonEntity: Name: NameFull: Srikrishnan AK – PersonEntity: Name: NameFull: Kumar MS – PersonEntity: Name: NameFull: Lucas GM – PersonEntity: Name: NameFull: Latkin CA – PersonEntity: Name: NameFull: Solomon SS IsPartOfRelationships: – BibEntity: Dates: – D: 04 M: 05 Text: 2026 May 04 Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 2730-664X Numbering: – Type: volume Value: 6 – Type: issue Value: 1 Titles: – TitleFull: Communications medicine Type: main |
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