- Five safes task execution service: a standards-based architecture and reference implementation for secure federated analytics across trusted research environments. [Journal Article]J Am Med Inform Assoc. 2026 Oct 08. [Online ahead of print]JAMIA
- CONCLUSIONS: Five Safes TES demonstrates how TRE federated analytics can be deployed as a routine research capability, rather than requiring bespoke technical development.
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- Health information technology deregulation jeopardizes patient safety and public health. [Journal Article]J Am Med Inform Assoc. 2026 Oct 07. [Online ahead of print]JAMIA
- In this Perspective, we provide the rationale for the retention of safety-critical certification criteria for health information technology by the Office of the National Coordinator for Health Information Technology (ONC). To not do so puts all future American patients at risk. The proposed deregulatory actions are based on faulty premises, will lead to serious adverse patient outcomes, and sets …
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- Lost in transformation: diagnostic aggregation and semantic drift in ICD-derived kidney phenotypes. [Journal Article]J Am Med Inform Assoc. 2026 Oct 06. [Online ahead of print]JAMIA
- CONCLUSIONS: This study provides an empirical framework for evaluating semantic drift in EHR-derived phenotypes and highlights a central tradeoff: abstraction enables scalability, whereas traceability enables translation.
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- AI and academic publishing. [Journal Article]J Am Med Inform Assoc. 2026 Oct 01; 33(10):1849-1851.JAMIA
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- Association of virtual nursing implementation with documentation completeness and interruptions in emergency departments. [Journal Article]J Am Med Inform Assoc. 2026 Oct 01. [Online ahead of print]JAMIA
- CONCLUSIONS: Virtual nursing for admission assessments was associated with greater documentation completeness and fewer interruptions, with only a modest increase in assessment duration. These findings highlight the potential of VN to help mitigate the challenges associated with nursing shortages and interruptions in emergency care settings.
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- Comments on extensions to the fundamental theorem of Biomedical Informatics for the Artificial Intelligence era. [Journal Article]J Am Med Inform Assoc. 2026 Oct 01. [Online ahead of print]JAMIA
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- Association of medical discrimination and hypertension in adults in the All of Us Research Program. [Journal Article]J Am Med Inform Assoc. 2026 Oct 01. [Online ahead of print]JAMIA
- CONCLUSIONS: Researchers should examine mechanisms linking medical discrimination with HTN.
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- Small language models in clinical medicine: a systematic review of performance, safety, and deployment feasibility. [Journal Article]J Am Med Inform Assoc. 2026 Oct 01. [Online ahead of print]JAMIA
- CONCLUSIONS: Routine reporting of calibration and uncertainty and measurement of end-to-end clinical performance are prerequisites for responsible SLM deployment.
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- Guideline-grounded large language models for extracting genome-informed clinical recommendations from electronic health records. [Journal Article]J Am Med Inform Assoc. 2026 Oct 01. [Online ahead of print]JAMIA
- CONCLUSIONS: Domain-grounded LLM approaches can support scalable extraction of genome-informed clinical recommendations from EHR data. Larger studies are needed to assess generalizability in real-world workflows.
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- Evaluating the impact of social determinants of health on model performance and fairness in artificial intelligence for glaucoma progression prediction. [Journal Article]J Am Med Inform Assoc. 2026 Sep 30. [Online ahead of print]JAMIA
- CONCLUSIONS: Incorporating community-level SDoH features into glaucoma prediction models improved algorithmic fairness with respect to socioeconomic disparities, without significantly altering predictive accuracy. However, fairness benefits did not universally generalize to demographically dissimilar external cohorts. AI models require rigorous external validation across diverse populations to ensure equity prior to clinical implementation.
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- MADE: leveraging informative missingness and temporal evaluation for electronic health record-based deterioration prediction in general wards. [Journal Article]J Am Med Inform Assoc. 2026 Sep 30. [Online ahead of print]JAMIA
- CONCLUSIONS: MADE supports scalable observation-aligned risk monitoring, particularly for MAE, while sepsis prediction may require site-specific recalibration or feature-set adaptation under cross-institution domain shifts.
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- Assessing and improving data quality in health registries: a systematic review of dimensions, frameworks, and artificial intelligence-enabled approaches. [Journal Article]J Am Med Inform Assoc. 2026 Sep 30. [Online ahead of print]JAMIA
- CONCLUSIONS: Advancing registry DQ requires a transition from retrospective validation toward proactive, lifecycle-integrated, and AI-enabled quality ecosystems. Registry-specific frameworks, interoperable infrastructures, and benchmarking strategies are essential to support scalable and trustworthy registry data systems.
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- What do we assess when we assess mHealth app privacy and security? A rapid scoping review of mHealth app privacy instruments. [Journal Article]J Am Med Inform Assoc. 2026 Sep 29. [Online ahead of print]JAMIA
- CONCLUSIONS: This review can serve as a guide for future mHealth app privacy and security evaluation.
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- Posthumous health data donation: an emerging framework for equitable healthcare AI. [Journal Article]J Am Med Inform Assoc. 2026 Sep 29. [Online ahead of print]JAMIA
- CONCLUSIONS: Posthumous health data donation warrants serious exploration by the informatics, policy, and governance communities as a complementary mechanism for reducing structural barriers to inclusion, one that does not guarantee representativeness but may address gaps that living-patient consent frameworks cannot reach.
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- Correction to: The Potential Implications of Informatics for Value-Based Care. [Published Erratum]
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