Evidence map›Paper›PMID 39909534›Full record

ArticleBMJ (Clinical research ed.)2025

FUTURE-AI: international consensus guideline for trustworthy and deployable artificial intelligence in healthcare.

Karim Lekadir, Alejandro F Frangi, Antonio R Porras, Ben Glocker, Celia Cintas, Curtis P Langlotz, Eva Weicken, Folkert W Asselbergs, Fred Prior, Gary S Collins and 40 more

Erratum issuedAbstract read
In one paragraph

Article in BMJ (Clinical research ed.), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 384 papers, 4 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
384citing papers in PubMed, 4 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

384 citing papers in PubMed, 4 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. Pooled it
  4. Pooled it
  5. Review
  6. Article
  7. Article
  8. Review
  9. Article
  10. A Clinical Primer on Computer Vision.Calcified tissue international · 2026
    Review
  11. AI In Leukemia Diagnostics: Complementing the Pathologist's Role.International journal of laboratory hematology · 2026
    Review
  12. Article
  13. Article
  14. Early predictors of persistent childhood asthma and allergic rhinitis: A machine learning study using post-hoc explainability.Pediatric allergy and immunology : official publication of the European Society of Pediatric Allergy and Immunology · 2026
    Article
  15. Article
  16. Article
  17. Review
  18. Article
  19. Article
  20. Article

324 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

50 authors.

Karim LekadirArtificial Intelligence in Medicine Lab (BCN-AIM), Departament de Matemàtiques i Informàtica, Universitat de Barcelona, Barcelona, Spain.ORCID https://orcid.org/0000-0002-9456-1612
Alejandro F FrangiCenter for Computational Imaging & Simulation Technologies in Biomedicine, Schools of Computing and Medicine, University of Leeds, Leeds, UK.
Antonio R PorrasDepartment of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.
Ben GlockerDepartment of Computing, Imperial College London, London, UK.
Celia CintasIBM Research Africa, Nairobi, Kenya.
Curtis P LanglotzDepartments of Radiology, Medicine, and Biomedical Data Science, Stanford University School of Medicine, Stanford, CA, USA.
Eva WeickenFraunhofer Heinrich Hertz Institute, Berlin, Germany.
Folkert W AsselbergsAmsterdam University Medical Centers, Department of Cardiology, University of Amsterdam, Amsterdam, Netherlands.
Fred PriorDepartment of Biomedical Informatics, University of Arkansas for Medical Sciences, Little Rock, AR, USA.
Gary S CollinsCentre for Statistics in Medicine, University of Oxford, Oxford, UK.
Georgios KaissisInstitute for AI and Informatics in Medicine, Klinikum rechts der Isar, Technical University Munich, Munich, Germany.
Gianna TsakouGruppo Maggioli, Research and Development Lab, Athens, Greece.
Irène BuvatInstitut Curie, Inserm, Orsay, France.
Jayashree Kalpathy-CramerMassachusetts General Hospital, Harvard Medical School, Boston, MA, USA.
John MonganDepartment of Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, CA, USA.
Julia A SchnabelInstitute of Machine Learning in Biomedical Imaging, Helmholtz Center Munich, Munich, Germany.
Kaisar KushibarArtificial Intelligence in Medicine Lab (BCN-AIM), Departament de Matemàtiques i Informàtica, Universitat de Barcelona, Barcelona, Spain.
Katrine RiklundDepartment of Radiation Sciences, Diagnostic Radiology, Umeå University, Umeå, Sweden.
Kostas MariasFoundation for Research and Technology-Hellas (FORTH), Crete, Greece.
Lameck M AmugongoDepartment of Software Engineering, Namibia University of Science & Technology, Windhoek, Namibia.
Lauren A FromontCentre for Genomic Regulation, Barcelona Institute of Science and Technology, Barcelona, Spain.
Lena Maier-HeinDivision of Intelligent Medical Systems, German Cancer Research Centre, Heidelberg, Germany.
Leonor Cerdá-AlberichBiomedical Imaging Research Group, La Fe Health Research Institute, Valencia, Spain.
Luis Martí-BonmatíMedical Imaging Department, Hospital Universitario y Politécnico La Fe, Valencia, Spain.
M Jorge CardosoSchool of Biomedical Engineering & Imaging Sciences, King's College London, London, UK.
Maciej Bobowicz2nd Division of Radiology, Medical University of Gdansk, Gdansk, Poland.
Mahsa ShabaniFaculty of Law and Criminology, Ghent University, Ghent, Belgium.
Manolis TsiknakisFoundation for Research and Technology-Hellas (FORTH), Crete, Greece.
Maria A ZuluagaData Science Department, EURECOM, Sophia Antipolis, France.
Marie-Christine FritzscheInstitute of History and Ethics in Medicine, Technical University of Munich, Munich, Germany.
Marina CamachoArtificial Intelligence in Medicine Lab (BCN-AIM), Departament de Matemàtiques i Informàtica, Universitat de Barcelona, Barcelona, Spain.
Marius George LinguraruSheikh Zayed Institute for Pediatric Surgical Innovation, Children's National Hospital, Washington DC, USA.
Markus WenzelFraunhofer Heinrich Hertz Institute, Berlin, Germany.
Marleen De BruijneDepartment of Radiology & Nuclear Medicine, Erasmus MC University Medical Centre, Rotterdam, Netherlands.
Martin G TolsgaardCopenhagen Academy for Medical Education and Simulation Rigshospitalet, University of Copenhagen, Copenhagen, Denmark.
Melanie GoisaufBBMRI-ERIC, ELSI Services & Research, Graz, Austria.
Mónica Cano AbadíaBBMRI-ERIC, ELSI Services & Research, Graz, Austria.
Nikolaos PapanikolaouComputational Clinical Imaging Group, Champalimaud Foundation, Lisbon, Portugal.
Noussair LazrakArtificial Intelligence in Medicine Lab (BCN-AIM), Departament de Matemàtiques i Informàtica, Universitat de Barcelona, Barcelona, Spain.
Oriol PujolArtificial Intelligence in Medicine Lab (BCN-AIM), Departament de Matemàtiques i Informàtica, Universitat de Barcelona, Barcelona, Spain.
Richard OsualaArtificial Intelligence in Medicine Lab (BCN-AIM), Departament de Matemàtiques i Informàtica, Universitat de Barcelona, Barcelona, Spain.
Sandy NapelIntegrative Biomedical Imaging Informatics at Stanford (IBIIS), Department of Radiology, Stanford University, Stanford, CA, USA.
Sara ColantonioInstitute of Information Science and Technologies of the National Research Council of Italy, Pisa, Italy.
Smriti JoshiArtificial Intelligence in Medicine Lab (BCN-AIM), Departament de Matemàtiques i Informàtica, Universitat de Barcelona, Barcelona, Spain.
Stefan KleinDepartment of Radiology & Nuclear Medicine, Erasmus MC University Medical Centre, Rotterdam, Netherlands.
Susanna AussóArtificial Intelligence in Healthcare Program, TIC Salut Social Foundation, Barcelona, Spain.
Wendy A RogersDepartment of Philosophy, and School of Medicine, Macquarie University, Sydney, Australia.
Zohaib SalahuddinThe D-lab, Department of Precision Medicine, GROW-School for Oncology and Reproduction, Maastricht University, Maastricht, Netherlands.
Martijn P A StarmansDepartment of Radiology & Nuclear Medicine, Erasmus MC University Medical Centre, Rotterdam, Netherlands.
FUTURE-AI Consortium

Funding

MEDICAL IMAGING AND DATA RESOURCE CENTER (MIDRC) YEAR 375N92020D00021 · NIBIB · UNIVERSITY OF CHICAGO · PI GIGER, MARYELLEN · 2021 to 2025
$16.6M
Computational Omics and Biomedical Informatics Program (COBIP)U2RTW012131 · FIC · UNIVERSITY OF CAPE TOWN · PI BENDOU, HOCINE, HERSH, WILLIAM R · 2021 to 2025
$1.7M
FIC NIH HHS U2R TW012131NHLBI NIH HHS 75N92020D00021Wellcome Trust
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Identifiers

PMID39909534
PMCPMC11795397

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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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.