Automated Coronary Artery Calcium Scoring Using Deep Learning: Validation Across Diverse Chest CT Protocols.

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Title: Automated Coronary Artery Calcium Scoring Using Deep Learning: Validation Across Diverse Chest CT Protocols.
Authors: Mineo E; Heart Institute (InCor), Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo, São Paulo, Brazil. Electronic address: eduardo.mineo@hc.fm.usp.br., Assuncao-Jr AN; Heart Institute (InCor), Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo, São Paulo, Brazil., Grego da Silva CF; Heart Institute (InCor), Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo, São Paulo, Brazil., Liberato G; Heart Institute (InCor), Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo, São Paulo, Brazil., Dantas-Jr RN; Heart Institute (InCor), Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo, São Paulo, Brazil., Graves CV; Heart Institute (InCor), Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo, São Paulo, Brazil., Gutierrez MA; Heart Institute (InCor), Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo, São Paulo, Brazil., Nomura CH; Heart Institute (InCor), Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo, São Paulo, Brazil.
Source: Academic radiology [Acad Radiol] 2025 Dec; Vol. 32 (12), pp. 7177-7186. Date of Electronic Publication: 2025 Sep 24.
Publication Type: Journal Article; Validation Study; Research Support, Non-U.S. Gov't
Journal Info: Publisher: Association Of University Radiologists Country of Publication: United States NLM ID: 9440159 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1878-4046 (Electronic) Linking ISSN: 10766332 NLM ISO Abbreviation: Acad Radiol Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Automated Coronary Artery Calcium Scoring Using Deep Learning: Validation Across Diverse Chest CT Protocols.
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  Data: <searchLink fieldCode="AU" term="%22Mineo+E%22">Mineo E</searchLink>; Heart Institute (InCor), Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo, São Paulo, Brazil. Electronic address: eduardo.mineo@hc.fm.usp.br.<br /><searchLink fieldCode="AU" term="%22Assuncao-Jr+AN%22">Assuncao-Jr AN</searchLink>; Heart Institute (InCor), Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo, São Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22Grego+da+Silva+CF%22">Grego da Silva CF</searchLink>; Heart Institute (InCor), Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo, São Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22Liberato+G%22">Liberato G</searchLink>; Heart Institute (InCor), Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo, São Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22Dantas-Jr+RN%22">Dantas-Jr RN</searchLink>; Heart Institute (InCor), Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo, São Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22Graves+CV%22">Graves CV</searchLink>; Heart Institute (InCor), Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo, São Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22Gutierrez+MA%22">Gutierrez MA</searchLink>; Heart Institute (InCor), Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo, São Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22Nomura+CH%22">Nomura CH</searchLink>; Heart Institute (InCor), Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo, São Paulo, Brazil.
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  Data: <searchLink fieldCode="JN" term="%229440159%22">Academic radiology</searchLink> [Acad Radiol] 2025 Dec; Vol. 32 (12), pp. 7177-7186. <i>Date of Electronic Publication: </i>2025 Sep 24.
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  Data: Journal Article; Validation Study; Research Support, Non-U.S. Gov't
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Association+Of+University+Radiologists%22">Association Of University Radiologists </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>9440159 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1878-4046 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2210766332%22">10766332 </searchLink><i>NLM ISO Abbreviation: </i>Acad Radiol <i>Subsets: </i>MEDLINE
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        Value: 10.1016/j.acra.2025.09.009
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        Text: English
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              Text: 2025 Dec
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              Y: 2025
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