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Locally deployed context-aware chatbot outperforms generic large language models for guideline-concordant pediatric imaging recommendations.

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Title: Locally deployed context-aware chatbot outperforms generic large language models for guideline-concordant pediatric imaging recommendations.
Authors: Gupta A; Room No 48, Department of Diagnostic and Interventional Onco-radiology, Dr BRAIRCH, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, 110029, India. amit.aiims2014@gmail.com., Rangarajan K; Room No 48, Department of Diagnostic and Interventional Onco-radiology, Dr BRAIRCH, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, 110029, India., Krishna Kumar RG; Department of Radiodiagnosis and Interventional Radiology, All India Institute of Medical Sciences, New Delhi, India., Anshal S; Department of Radiodiagnosis and Interventional Radiology, All India Institute of Medical Sciences, New Delhi, India.
Source: Pediatric radiology [Pediatr Radiol] 2025 Nov 13. Date of Electronic Publication: 2025 Nov 13.
Publication Type: Journal Article
Journal Info: Publisher: Springer-Verlag Country of Publication: Germany NLM ID: 0365332 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1432-1998 (Electronic) Linking ISSN: 03010449 NLM ISO Abbreviation: Pediatr Radiol Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Gupta+A%22">Gupta A</searchLink>; Room No 48, Department of Diagnostic and Interventional Onco-radiology, Dr BRAIRCH, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, 110029, India. amit.aiims2014@gmail.com.<br /><searchLink fieldCode="AU" term="%22Rangarajan+K%22">Rangarajan K</searchLink>; Room No 48, Department of Diagnostic and Interventional Onco-radiology, Dr BRAIRCH, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, 110029, India.<br /><searchLink fieldCode="AU" term="%22Krishna+Kumar+RG%22">Krishna Kumar RG</searchLink>; Department of Radiodiagnosis and Interventional Radiology, All India Institute of Medical Sciences, New Delhi, India.<br /><searchLink fieldCode="AU" term="%22Anshal+S%22">Anshal S</searchLink>; Department of Radiodiagnosis and Interventional Radiology, All India Institute of Medical Sciences, New Delhi, India.
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  Data: <searchLink fieldCode="JN" term="%220365332%22">Pediatric radiology</searchLink> [Pediatr Radiol] 2025 Nov 13. <i>Date of Electronic Publication: </i>2025 Nov 13.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Springer-Verlag%22">Springer-Verlag </searchLink><i>Country of Publication: </i>Germany <i>NLM ID: </i>0365332 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1432-1998 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2203010449%22">03010449 </searchLink><i>NLM ISO Abbreviation: </i>Pediatr Radiol <i>Subsets: </i>MEDLINE
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        Value: 10.1007/s00247-025-06453-6
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        Text: English
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      – TitleFull: Locally deployed context-aware chatbot outperforms generic large language models for guideline-concordant pediatric imaging recommendations.
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            NameFull: Krishna Kumar RG
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            – D: 13
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              Text: 2025 Nov 13
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              Y: 2025
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