Evidence map›Paper›PMID 34642446›Full record

ArticleNature reviews. Cardiology2021

The health digital twin: advancing precision cardiovascular medicine.

Genevieve Coorey, Gemma A Figtree, David F Fletcher, Julie Redfern

Abstract read
PubMed Publisher
In one paragraph

Article in Nature reviews. Cardiology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
32citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

32 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Digital Twins and Health Care: an Umbrella Review.Journal of medical systems · 2025
    Pooled it
  2. Article
  3. Causal graph neural networks for healthcare.Nature biomedical engineering · 2026
    Review
  4. Article
  5. Review
  6. Review
  7. Article
  8. Longitudinal big biological data in the AI era.Molecular systems biology · 2025
    Review
  9. Review
  10. Article
  11. Review
  12. Control of medical digital twins with artificial neural networks.Philosophical transactions. Series A, Mathematical, physical, and engineering sciences · 2025
    Article
  13. Review
  14. Review
  15. Article
  16. Review
  17. Review
  18. Article
  19. Article
  20. [Digital twin hospitals: transforming the future of healthcare].Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi · 2024
    Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Genevieve CooreyFaculty of Medicine and Health, University of Sydney, Sydney, New South Wales, Australia.ORCID http://orcid.org/0000-0003-4624-9947
Gemma A FigtreeFaculty of Medicine and Health, University of Sydney, Sydney, New South Wales, Australia.
David F FletcherSchool of Chemical and Biomolecular Engineering, University of Sydney, Sydney, New South Wales, Australia.ORCID http://orcid.org/0000-0003-2221-4192
Julie RedfernFaculty of Medicine and Health, University of Sydney, Sydney, New South Wales, Australia. julie.redfern@sydney.edu.au.ORCID http://orcid.org/0000-0001-8707-5563

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Cardiovascular DiseasesPrecision MedicineHumans

Identifiers

PMID34642446

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.