Search Results - "Benchmarking"

Reliable Enough? Benchmarking LLMs for Clinical Concept Extraction.

Authors: Pignat J Liakopoulos P Bonjour J et al.

Source: Studies in health technology and informatics [Stud Health Technol Inform] 2026 May 21; Vol. 336, pp. 786-787.

Publication Type: Journal Article

Journal Info: Publisher: IOS Press Country of Publication: Netherlands NLM ID: 9214582 Publication Model: Print Cited Medium: Internet ISSN: 1879-8365 (Electronic) Linking ISSN: 09269630 NLM ISO Abbreviation: Stud Health Technol Inform Subsets: MEDLINE

How to benchmark medical AI agents.

Authors: Ruhrberg Estévez S Ferber D van der Schaar M et al.

Source: PLoS medicine [PLoS Med] 2026 Jul 09; Vol. 23 (7), pp. e1005170. Date of Electronic Publication: 2026 Jul 09 (Print Publication: 2026).

Publication Type: Journal Article

Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101231360 Publication Model: eCollection Cited Medium: Internet ISSN: 1549-1676 (Electronic) Linking ISSN: 15491277 NLM ISO Abbreviation: PLoS Med Subsets: MEDLINE

The implementation of a streamlined TAVI patient pathway across five European countries: BENCHMARK registry.

Authors: Saia F Lauck S Durand E et al.

Corporate Authors: Saia F Lauck S Durand E et al.

Source: Clinical research in cardiology : official journal of the German Cardiac Society [Clin Res Cardiol] 2026 Jul; Vol. 115 (7), pp. 1107-1119. Date of Electronic Publication: 2025 Apr 22.

Publication Type: Journal Article; Multicenter Study; Observational Study

Journal Info: Publisher: Country of Publication: Germany NLM ID: 101264123 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1861-0692 (Electronic) Linking ISSN: 18610684 NLM ISO Abbreviation: Clin Res Cardiol Subsets: MEDLINE

Benchmarking Prompting Strategies for Open-Source Language Models in ICHD-3 Headache Classification.

Authors: Zwanzig D; Eberswalde University for Sustainable Development, Germany.

Source: Studies in health technology and informatics [Stud Health Technol Inform] 2026 Jun 29; Vol. 338, pp. 636-640.

Publication Type: Journal Article

Journal Info: Publisher: IOS Press Country of Publication: Netherlands NLM ID: 9214582 Publication Model: Print Cited Medium: Internet ISSN: 1879-8365 (Electronic) Linking ISSN: 09269630 NLM ISO Abbreviation: Stud Health Technol Inform Subsets: MEDLINE

Controlled Benchmark Evaluation of a Geographically Grounded Digital Health Chatbot Against a General-Purpose Model.

Authors: Zhou Z Geracitano J Khairat S

Source: Studies in health technology and informatics [Stud Health Technol Inform] 2026 Jun 29; Vol. 338, pp. 594-598.

Publication Type: Journal Article

Journal Info: Publisher: IOS Press Country of Publication: Netherlands NLM ID: 9214582 Publication Model: Print Cited Medium: Internet ISSN: 1879-8365 (Electronic) Linking ISSN: 09269630 NLM ISO Abbreviation: Stud Health Technol Inform Subsets: MEDLINE

Benchmarking public large language model responses to patient-facing varicose veins questions: informational quality, verifiability indicators, and readability.

Authors: Zhong W Zheng G Li Q et al.

Source: Frontiers in public health [Front Public Health] 2026 Jun 12; Vol. 14, pp. 1818821. Date of Electronic Publication: 2026 Jun 12 (Print Publication: 2026).

Publication Type: Journal Article

Journal Info: Publisher: Frontiers Editorial Office Country of Publication: Switzerland NLM ID: 101616579 Publication Model: eCollection Cited Medium: Internet ISSN: 2296-2565 (Electronic) Linking ISSN: 22962565 NLM ISO Abbreviation: Front Public Health Subsets: MEDLINE

Explainable deep learning for healthcare workforce attrition: a methodological study on the Watson healthcare synthetic benchmark.

Authors: Yin D Lu X Mei T

Source: Frontiers in public health [Front Public Health] 2026 Jun 12; Vol. 14, pp. 1861450. Date of Electronic Publication: 2026 Jun 12 (Print Publication: 2026).

Publication Type: Journal Article

Journal Info: Publisher: Frontiers Editorial Office Country of Publication: Switzerland NLM ID: 101616579 Publication Model: eCollection Cited Medium: Internet ISSN: 2296-2565 (Electronic) Linking ISSN: 22962565 NLM ISO Abbreviation: Front Public Health Subsets: MEDLINE

Benchmarking newborn care quality in Ghana: Evidence from structured observations of clinical practice against WHO quality standards.

Authors: Salia SM de Haas B Stekelenburg J et al.

Source: PloS one [PLoS One] 2026 Jun 11; Vol. 21 (6), pp. e0350931. Date of Electronic Publication: 2026 Jun 11 (Print Publication: 2026).

Publication Type: Journal Article; Observational Study

Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

State Cost Growth Benchmark Programs and Total Medical Expenditures, 2010 to 2020.

Authors: Imran A Oronce C Jackson N et al.

Source: JAMA network open [JAMA Netw Open] 2026 Jun 01; Vol. 9 (6), pp. e2620963. Date of Electronic Publication: 2026 Jun 01.

Publication Type: Journal Article

Journal Info: Publisher: American Medical Association Country of Publication: United States NLM ID: 101729235 Publication Model: Electronic Cited Medium: Internet ISSN: 2574-3805 (Electronic) Linking ISSN: 25743805 NLM ISO Abbreviation: JAMA Netw Open Subsets: MEDLINE

Narrative Review of LLMs Benchmarks for French Medical Question Answering.

Authors: Quercia A Zaghir J Goldman JP et al.

Source: Studies in health technology and informatics [Stud Health Technol Inform] 2026 May 21; Vol. 336, pp. 1086-1087.

Publication Type: Journal Article; Review

Journal Info: Publisher: IOS Press Country of Publication: Netherlands NLM ID: 9214582 Publication Model: Print Cited Medium: Internet ISSN: 1879-8365 (Electronic) Linking ISSN: 09269630 NLM ISO Abbreviation: Stud Health Technol Inform Subsets: MEDLINE

Benchmarking Open-Source Large Language Models in Medical French.

Authors: Tcherepanova M Quercia A Bjelogrlic N et al.

Source: Studies in health technology and informatics [Stud Health Technol Inform] 2026 May 21; Vol. 336, pp. 844-848.

Publication Type: Journal Article

Journal Info: Publisher: IOS Press Country of Publication: Netherlands NLM ID: 9214582 Publication Model: Print Cited Medium: Internet ISSN: 1879-8365 (Electronic) Linking ISSN: 09269630 NLM ISO Abbreviation: Stud Health Technol Inform Subsets: MEDLINE

A Federated Benchmark for Clinical Natural Language Processing (FedDRAGON).

Authors: Abrahamsen BS Bosma JS Huisman H et al.

Source: Studies in health technology and informatics [Stud Health Technol Inform] 2026 May 21; Vol. 336, pp. 1074-1075.

Publication Type: Journal Article

Journal Info: Publisher: IOS Press Country of Publication: Netherlands NLM ID: 9214582 Publication Model: Print Cited Medium: Internet ISSN: 1879-8365 (Electronic) Linking ISSN: 09269630 NLM ISO Abbreviation: Stud Health Technol Inform Subsets: MEDLINE

Building a Silver-Standard Dataset from NICE Guidelines for Clinical LLMs.

Authors: Ding Q Zhang EHQ Jozsa F et al.

Source: Studies in health technology and informatics [Stud Health Technol Inform] 2026 May 21; Vol. 336, pp. 919-923.

Publication Type: Journal Article

Journal Info: Publisher: IOS Press Country of Publication: Netherlands NLM ID: 9214582 Publication Model: Print Cited Medium: Internet ISSN: 1879-8365 (Electronic) Linking ISSN: 09269630 NLM ISO Abbreviation: Stud Health Technol Inform Subsets: MEDLINE

Benchmarking the readability, quality, and educational suitability of large language models in communicating pertussis.

Authors: Zhong XF Liu R

Source: Frontiers in public health [Front Public Health] 2026 May 11; Vol. 14, pp. 1799204. Date of Electronic Publication: 2026 May 11 (Print Publication: 2026).

Publication Type: Journal Article

Journal Info: Publisher: Frontiers Editorial Office Country of Publication: Switzerland NLM ID: 101616579 Publication Model: eCollection Cited Medium: Internet ISSN: 2296-2565 (Electronic) Linking ISSN: 22962565 NLM ISO Abbreviation: Front Public Health Subsets: MEDLINE

Benchmarking publicly accessible large language models for high-myopia multiple-choice question generation in digital ophthalmic education and public health training.

Authors: Jiang L Jiang X Wu W et al.

Source: Frontiers in public health [Front Public Health] 2026 May 05; Vol. 14, pp. 1843045. Date of Electronic Publication: 2026 May 05 (Print Publication: 2026).

Publication Type: Journal Article

Journal Info: Publisher: Frontiers Editorial Office Country of Publication: Switzerland NLM ID: 101616579 Publication Model: eCollection Cited Medium: Internet ISSN: 2296-2565 (Electronic) Linking ISSN: 22962565 NLM ISO Abbreviation: Front Public Health Subsets: MEDLINE

Achievable Benchmarks of Care in Pediatric Emergency Departments.

Authors: Alpern ER Ramgopal S Olsen CS et al.

Corporate Authors: Alpern ER Ramgopal S Olsen CS et al.

Source: JAMA network open [JAMA Netw Open] 2026 May 01; Vol. 9 (5), pp. e2613391. Date of Electronic Publication: 2026 May 01.

Publication Type: Journal Article

Journal Info: Publisher: American Medical Association Country of Publication: United States NLM ID: 101729235 Publication Model: Electronic Cited Medium: Internet ISSN: 2574-3805 (Electronic) Linking ISSN: 25743805 NLM ISO Abbreviation: JAMA Netw Open Subsets: MEDLINE

Reevaluating the 1 Hour Benchmark: Associations Between Antibiotic Timing and Mortality in Pediatric Sepsis.

Authors: Baker AH Pruitt CM Mullan PC et al.

Source: Clinical pediatrics [Clin Pediatr (Phila)] 2026 May; Vol. 65 (4), pp. 549-555. Date of Electronic Publication: 2025 Dec 26.

Publication Type: Journal Article

Journal Info: Publisher: Sage Publications Country of Publication: United States NLM ID: 0372606 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1938-2707 (Electronic) Linking ISSN: 00099228 NLM ISO Abbreviation: Clin Pediatr (Phila) Subsets: MEDLINE

Benchmarking public large language model responses to patient-facing inflammatory bowel disease questions: informational quality, transparency proxies, and readability.

Authors: Wang X Yin C He H et al.

Source: Frontiers in public health [Front Public Health] 2026 Apr 10; Vol. 14, pp. 1810358. Date of Electronic Publication: 2026 Apr 10 (Print Publication: 2026).

Publication Type: Journal Article

Journal Info: Publisher: Frontiers Editorial Office Country of Publication: Switzerland NLM ID: 101616579 Publication Model: eCollection Cited Medium: Internet ISSN: 2296-2565 (Electronic) Linking ISSN: 22962565 NLM ISO Abbreviation: Front Public Health Subsets: MEDLINE

Optimizing and Benchmarking Machine Learning and Traditional Synaptic Event Detection Pipelines in Neurophysiology Experiments.

Authors: Sevigny JP Schrank S Donka RM et al.

Source: ENeuro [eNeuro] 2026 Apr 17; Vol. 13 (5). Date of Electronic Publication: 2026 Apr 17 (Print Publication: 2026).

Publication Type: Journal Article

Journal Info: Publisher: Society for Neuroscience Country of Publication: United States NLM ID: 101647362 Publication Model: Electronic-Print Cited Medium: Internet ISSN: 2373-2822 (Electronic) Linking ISSN: 23732822 NLM ISO Abbreviation: eNeuro Subsets: MEDLINE

Comprehensive benchmarking of metagenomic binning tools reveals key factors for improved genome recovery.

Authors: Kim J Kim N Cha JH et al.

Source: Nature communications [Nat Commun] 2026 Apr 14; Vol. 17 (1). Date of Electronic Publication: 2026 Apr 14.

Publication Type: Journal Article

Journal Info: Publisher: Nature Pub. Group Country of Publication: England NLM ID: 101528555 Publication Model: Electronic Cited Medium: Internet ISSN: 2041-1723 (Electronic) Linking ISSN: 20411723 NLM ISO Abbreviation: Nat Commun Subsets: MEDLINE