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Statistical testing of agreement in overlap-based performance between an AI segmentation device and a multi-expert human panel without requiring a reference standard.

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Title: Statistical testing of agreement in overlap-based performance between an AI segmentation device and a multi-expert human panel without requiring a reference standard.
Authors: Hu T; U.S. Food and Drug Administration, Silver Spring, Maryland, United States., Sahiner B; U.S. Food and Drug Administration, Silver Spring, Maryland, United States., Guan S; U.S. Food and Drug Administration, Silver Spring, Maryland, United States., Mikailov M; U.S. Food and Drug Administration, Silver Spring, Maryland, United States., Cha K; U.S. Food and Drug Administration, Silver Spring, Maryland, United States., Samuelson F; U.S. Food and Drug Administration, Silver Spring, Maryland, United States., Petrick N; U.S. Food and Drug Administration, Silver Spring, Maryland, United States.
Source: Journal of medical imaging (Bellingham, Wash.) [J Med Imaging (Bellingham)] 2025 Sep; Vol. 12 (5), pp. 055003. Date of Electronic Publication: 2025 Oct 22.
Publication Type: Journal Article
Journal Info: Publisher: Society of Photo-Optical Instrumentation Engineers Country of Publication: United States NLM ID: 101643461 Publication Model: Print-Electronic Cited Medium: Print ISSN: 2329-4302 (Print) Linking ISSN: 23294302 NLM ISO Abbreviation: J Med Imaging (Bellingham) Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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PubType: Academic Journal
PubTypeId: academicJournal
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  Data: Statistical testing of agreement in overlap-based performance between an AI segmentation device and a multi-expert human panel without requiring a reference standard.
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  Data: <searchLink fieldCode="JN" term="%22101643461%22">Journal of medical imaging (Bellingham, Wash.)</searchLink> [J Med Imaging (Bellingham)] 2025 Sep; Vol. 12 (5), pp. 055003. <i>Date of Electronic Publication: </i>2025 Oct 22.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Society+of+Photo-Optical+Instrumentation+Engineers%22">Society of Photo-Optical Instrumentation Engineers </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101643461 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Print <i>ISSN: </i>2329-4302 (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2223294302%22">23294302 </searchLink><i>NLM ISO Abbreviation: </i>J Med Imaging (Bellingham) <i>Subsets: </i>PubMed not MEDLINE
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      – Type: doi
        Value: 10.1117/1.JMI.12.5.055003
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      – Code: eng
        Text: English
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        StartPage: 055003
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      – TitleFull: Statistical testing of agreement in overlap-based performance between an AI segmentation device and a multi-expert human panel without requiring a reference standard.
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            – D: 01
              M: 09
              Text: 2025 Sep
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              Y: 2025
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              Value: 12
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              Value: 5
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