Enhancing diagnostic accuracy in symptom-based health checkers: a comprehensive machine learning approach with clinical vignettes and benchmarking

Research article (Frontiers in Artificial Intelligence, 2024) · cited 12× · AI/ML
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Enhancing diagnostic accuracy in symptom-based health checkers: a comprehensive machine learning approach with clinical vignettes and benchmarking

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Enhancing diagnostic accuracy in symptom-based health checkers: a comprehensive machine learning approach with clinical vignettes and benchmarking is a scholarly article[1].

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APA 4ort.xyz Knowledge Graph. (2026). Enhancing diagnostic accuracy in symptom-based health checkers: a comprehensive machine learning approach with clinical vignettes and benchmarking. Retrieved May 24, 2026, from https://4ort.xyz/entity/enhancing-diagnostic-accuracy-in-symptom-based-health-checkers-a-comprehensive-machine-learning-approach-with-clinical-v
MLA “Enhancing diagnostic accuracy in symptom-based health checkers: a comprehensive machine learning approach with clinical vignettes and benchmarking.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/enhancing-diagnostic-accuracy-in-symptom-based-health-checkers-a-comprehensive-machine-learning-approach-with-clinical-v.
BibTeX @misc{4ortxyz_enhancing-diagnostic-accuracy-in-symptom-based-health-checkers-a-comprehensive-machine-learning-approach-with-clinical-v_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Enhancing diagnostic accuracy in symptom-based health checkers: a comprehensive machine learning approach with clinical vignettes and benchmarking}}, year = {2026}, url = {https://4ort.xyz/entity/enhancing-diagnostic-accuracy-in-symptom-based-health-checkers-a-comprehensive-machine-learning-approach-with-clinical-v}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Enhancing diagnostic accuracy in symptom-based health checkers: a comprehensive machine learning approach with clinical vignettes and benchmarking — https://4ort.xyz/entity/enhancing-diagnostic-accuracy-in-symptom-based-health-checkers-a-comprehensive-machine-learning-approach-with-clinical-v (retrieved 2026-05-24)

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