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References from SMART: structured, meaningful, auditable, responsible, and transparent documentation for clinical AI. Local targets link to admitted publications; unresolved targets remain external evidence.
High-performance medicine: the convergence of human and artificial intelligence
10.1038/s41591-018-0300-7 · 2019 · External reference
AI in health and medicine
10.1038/s41591-021-01614-0 · 2022 · External reference
Regulation (EU) 2017/745 on medical devices
2017 · External reference
Regulation (EU) 2024/1689 laying down harmonised rules on artificial intelligence (AI Act)
2024 · External reference
Unresolved reference
2021 · External reference
Unresolved reference
2025 · External reference
Dissecting racial bias in an algorithm used to manage the health of populations
10.1126/science.aax2342 · 2019 · External reference
Underdiagnosis bias of artificial intelligence algorithms applied to chest radiographs in under-served patient populations
10.1038/s41591-021-01595-0 · 2021 · External reference
Variable generalization performance of a deep learning model to detect pneumonia in chest radiographs: a cross-sectional study
10.1371/journal.pmed.1002683 · 2018 · External reference
External validation of a widely implemented proprietary sepsis prediction model in hospitalized patients
10.1001/jamainternmed.2021.2626 · 2021 · External reference
Adoption of artificial intelligence in healthcare: survey of health system priorities, successes, and challenges
10.1093/jamia/ocaf065 · 2025 · External reference
Unresolved reference
2019 · External reference
FactSheets: increasing trust in AI services through supplier’s declarations of conformity
10.1147/jrd.2019.2942288 · 2019 · External reference
Datasheets for datasets
10.1145/3458723 · 2021 · External reference
Could transparent model cards with layered accessible information drive trust and safety in health AI?
10.1038/s41746-025-01482-9 · 2025 · External reference
10.5281/zenodo.20784735
10.5281/zenodo.20784735 · 2026 · External reference
Observational Health Data Sciences and Informatics (OHDSI): opportunities for observational researchers
2015 · External reference
Unresolved reference
2024 · External reference
Unresolved reference
2026 · External reference
10.5281/zenodo.20784773
10.5281/zenodo.20784773 · 2026 · External reference
Unresolved reference
2025 · External reference
A design science research methodology for information systems research
10.2753/mis0742-1222240302 · 2007 · External reference
Unresolved reference
2023 · External reference
TRIPOD+ AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods
10.1136/bmj-2023-078378 · 2024 · External reference
10.1017/cbo9781139167178
10.1017/cbo9781139167178 · 2001 · External reference
Unresolved reference
2023 · External reference
Unresolved reference
2023 · External reference
Unresolved reference
2024 · External reference
Unresolved reference
2024 · External reference
Unresolved reference
2025 · External reference
Advancing real-world evidence through a federated health data network (EHDEN): descriptive study
10.2196/74119 · 2025 · External reference