ArticleNature biotechnology2015
Federalist principles for healthcare data networks.
Article in Nature biotechnology, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 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
31 citing papers in PubMed.
- Identifying Undiagnosed High-Risk Suicidality Cases by Matching Patients With a Similar Comorbidity Burden: Retrospective Observational Study.JMIR formative research · 2026Observational
- Analysis Methods for Diagnosing Rare Neurodevelopmental Diseases with Episignatures: A Systematic Review of the Literature.Biomedicines · 2025Review
- Post-hurricane fluid conservation measures fail to reduce IV fluid use in critically ill children.Pediatric nephrology (Berlin, Germany) · 2025Article
- Large Language Model Symptom Identification From Clinical Text: Multicenter Study.Journal of medical Internet research · 2025Article
- Identifying undiagnosed high-risk suicidality cases through comorbidity-adjusted risk modeling.medRxiv : the preprint server for health sciences · 2025Article
- Accuracy of ICD-10 Codes for Suicidal Ideation and Action in Pediatric Emergency Department Encounters.Pediatric emergency care · 2025Article
- Cumulus: a federated electronic health record-based learning system powered by Fast Healthcare Interoperability Resources and artificial intelligence.Journal of the American Medical Informatics Association : JAMIA · 2024Article
- Cumulus: A federated EHR-based learning system powered by FHIR and AI.medRxiv : the preprint server for health sciences · 2024Article
- A broadly applicable approach to enrich electronic-health-record cohorts by identifying patients with complete data: a multisite evaluation.Journal of the American Medical Informatics Association : JAMIA · 2023Article
- COLLAGENE enables privacy-aware federated and collaborative genomic data analysis.Genome biology · 2023Article
- Phenomics and Robust Multiomics Data for Cardiovascular Disease Subtyping.Arteriosclerosis, thrombosis, and vascular biology · 2023Review
- Democratizing clinical-genomic data: How federated platforms can promote benefits sharing in genomics.Frontiers in genetics · 2022Article
- Alert burden in pediatric hospitals: a cross-sectional analysis of six academic pediatric health systems using novel metrics.Journal of the American Medical Informatics Association : JAMIA · 2021Article
- Optimizing drug selection from a prescription trajectory of one patient.NPJ digital medicine · 2021Article
- Privacy protections to encourage use of health-relevant digital data in a learning health system.NPJ digital medicine · 2021Review
- Infrastructuring an organizational node for a federated research and data network: A case study from a sociotechnical perspective.Journal of clinical and translational science · 2021Article
- Push Button Population Health: The SMART/HL7 FHIR Bulk Data Access Application Programming Interface.NPJ digital medicine · 2020Article
- Privacy-preserving statistical analyses in Learning Health Systems.Pediatric research · 2020Article
- Federated Learning: A Survey on Enabling Technologies, Protocols, and Applications.IEEE access : practical innovations, open solutions · 2020Article
- Privacy-Preserving Predictive Modeling: Harmonization of Contextual Embeddings From Different Sources.JMIR medical informatics · 2018Article
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
Abstract
Applying federalist principles to networked health record data could facilitate realization of the potential of shared health data.
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.