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#large language models Open access Oct 2026

Supportive AI in Primary Care and Internal Medicine Evidence, Limitations, and Governance for Latin America

Primary care and internal medicine involve multimorbidity, longitudinal follow-up, coordination, extensive documentation, and decisions under uncertainty. Recent evidence suggests that AI can support synthesis, documentation, clinical search, messaging, administrative prioritization, and risk prediction, but does not j...

Katherine Monsalve Barrientos, Natalia Castano-Villegas, Jose Zea et al. · 0 citations
#large language models Open access Oct 2026

Supportive AI in Primary Care and Internal Medicine Evidence, Limitations, and Governance for Latin America

Primary care and internal medicine involve multimorbidity, longitudinal follow-up, coordination, extensive documentation, and decisions under uncertainty. Recent evidence suggests that AI can support synthesis, documentation, clinical search, messaging, administrative prioritization, and risk prediction, but does not j...

Katherine Monsalve Barrientos, Natalia Castano-Villegas, Jose Zea et al. · 0 citations
#artificial intelligence Open access Oct 2026

AI in Neurology Selected Applications, Evidence Maturity, and Governance for Latin America

This whitepaper examines selected artificial intelligence applications in neurology: stroke imaging and workflow, EEG and epilepsy, multimodal dementia assessment, movement analysis, multiple-sclerosis follow-up, and document synthesis. Evidence maturity is uneven. The corpus contains retrospective development, reviews...

Katherine Monsalve Barrientos, Natalia Castano-Villegas, Jose Zea et al. · 0 citations
#artificial intelligence Open access Oct 2026

AI in Neurology Selected Applications, Evidence Maturity, and Governance for Latin America

This whitepaper examines selected artificial intelligence applications in neurology: stroke imaging and workflow, EEG and epilepsy, multimodal dementia assessment, movement analysis, multiple-sclerosis follow-up, and document synthesis. Evidence maturity is uneven. The corpus contains retrospective development, reviews...

Katherine Monsalve Barrientos, Natalia Castano-Villegas, Jose Zea et al. · 0 citations
#large language models Open access Sep 2026

Physician Portraits Built with AI from Their Clinical Searches: An Exploratory Evaluation

Administrative registries record who is licensed to practice medicine, but not how each physician practices. The search history a physician leaves in a clinical search engine is, by contrast, behavior recorded as it happens: what they searched, when, and how they phrased it. This whitepaper explores whether that histor...

Katherine Monsalve Barrientos, Natalia Castano-Villegas, Jose Zea et al. · 0 citations
#large language models Open access Sep 2026

Physician Portraits Built with AI from Their Clinical Searches: An Exploratory Evaluation

Administrative registries record who is licensed to practice medicine, but not how each physician practices. The search history a physician leaves in a clinical search engine is, by contrast, behavior recorded as it happens: what they searched, when, and how they phrased it. This whitepaper explores whether that histor...

Katherine Monsalve Barrientos, Natalia Castano-Villegas, Jose Zea et al. · 0 citations

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