ArticleBMJ medicine2022
Synthetic data in medical research.
Article in BMJ medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers.
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.
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.
Who cites it
22 citing papers in PubMed.
- [What are anonymized data? : Options for providing cancer registry data for research in compliance with the General Data Protection Regulation].Bundesgesundheitsblatt, Gesundheitsforschung, Gesundheitsschutz · 2026Review
- Leveraging Synthetic Clinical Data for Validation and Operational Readiness in Clinical Trials.Healthcare (Basel, Switzerland) · 2026Article
- Addressing the Challenges in Using Synthetic Data for Health Research: Application to Cardiology.JMIR cardio · 2026Review
- Unifying to Advance Understanding: Collaborative, Community-Driven and 'Open' Approaches for Better Science in Sport.Sports medicine (Auckland, N.Z.) · 2026Review
- SYN-OCT:A synthetic dataset of ocular optical coherence tomography images from healthy and glaucoma eyes.Scientific data · 2026Article
- Assessing the Evolution and Influence of Medical Open Databases on Biomedical Research and Health Care Innovation: A 25-Year Perspective With a Focus on Privacy and Privacy-Enhancing Technologies.Journal of medical Internet research · 2026Article
- MetaAcuPoint: MetaHuman-Generated Synthetic Data for Hand Acupoint Localization.Healthcare (Basel, Switzerland) · 2025Article
- A multimodal whole-slide foundation model for pathology.Nature medicine · 2025Article
- Synthetic data and health equity: accounting for racism and sexism in health care delivery.Health affairs scholar · 2025Article
- Explanation and elaboration of MedinAI: guidelines for reporting artificial intelligence studies in medicines, pharmacotherapy, and pharmaceutical services.International journal of clinical pharmacy · 2025Article
- Synthetic Data for Sharing and Exploration in High-Performance Sport: Considerations for Application.Sports medicine (Auckland, N.Z.) · 2025Article
- Can Synthetic Data Allow for Smaller Sample Sizes in Chronic Urticaria Research?Clinical and translational allergy · 2025Article
- Digital twins, synthetic patient data, and in-silico trials: can they empower paediatric clinical trials?The Lancet. Digital health · 2025Review
- Differences in technical and clinical perspectives on AI validation in cancer imaging: mind the gap!European radiology experimental · 2025Article
- Discussing Data: A UK-wide public consultation on the use of low fidelity synthetic data for research.International journal of population data science · 2025Article
- Decades in the Making: The Evolution of Digital Health Research Infrastructure Through Synthetic Data, Common Data Models, and Federated Learning.Journal of medical Internet research · 2024Article
- Toward a framework for risk mitigation of potential misuse of artificial intelligence in biomedical research.Nature machine intelligence · 2024Article
- Synthetic data for privacy-preserving clinical risk prediction.Scientific reports · 2024Article
- Article
- Generating Synthetic Health Sensor Data for Privacy-Preserving Wearable Stress Detection.Sensors (Basel, Switzerland) · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
PubMed holds no abstract for this paper.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.