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From Passive Sampling to Precision Intervention: A Standardized Radiomics-Driven Workflow for Molecularly Adequate Lung Biopsy.

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Title: From Passive Sampling to Precision Intervention: A Standardized Radiomics-Driven Workflow for Molecularly Adequate Lung Biopsy.
Authors: Marinelli L; Department of Precision Medicine, University of Campania 'Luigi Vanvitelli', 80138, Naples, Italy. mariner189@gmail.com., Patanè V; Department of Precision Medicine, University of Campania 'Luigi Vanvitelli', 80138, Naples, Italy., Monti R; Department of Precision Medicine, University of Campania 'Luigi Vanvitelli', 80138, Naples, Italy., Tarantino NM; Department of Precision Medicine, University of Campania 'Luigi Vanvitelli', 80138, Naples, Italy., Nardone V; Department of Precision Medicine, University of Campania 'Luigi Vanvitelli', 80138, Naples, Italy., Reginelli A; Department of Precision Medicine, University of Campania 'Luigi Vanvitelli', 80138, Naples, Italy., Cappabianca S; Department of Precision Medicine, University of Campania 'Luigi Vanvitelli', 80138, Naples, Italy.
Source: Cardiovascular and interventional radiology [Cardiovasc Intervent Radiol] 2026 May; Vol. 49 (5), pp. 980-991. Date of Electronic Publication: 2026 Mar 21.
Publication Type: Journal Article; Observational Study; Validation Study
Journal Info: Publisher: Springer Verlag Country of Publication: United States NLM ID: 8003538 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1432-086X (Electronic) Linking ISSN: 01741551 NLM ISO Abbreviation: Cardiovasc Intervent Radiol Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: From Passive Sampling to Precision Intervention: A Standardized Radiomics-Driven Workflow for Molecularly Adequate Lung Biopsy.
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  Data: <searchLink fieldCode="AU" term="%22Marinelli+L%22">Marinelli L</searchLink>; Department of Precision Medicine, University of Campania 'Luigi Vanvitelli', 80138, Naples, Italy. mariner189@gmail.com.<br /><searchLink fieldCode="AU" term="%22Patanè+V%22">Patanè V</searchLink>; Department of Precision Medicine, University of Campania 'Luigi Vanvitelli', 80138, Naples, Italy.<br /><searchLink fieldCode="AU" term="%22Monti+R%22">Monti R</searchLink>; Department of Precision Medicine, University of Campania 'Luigi Vanvitelli', 80138, Naples, Italy.<br /><searchLink fieldCode="AU" term="%22Tarantino+NM%22">Tarantino NM</searchLink>; Department of Precision Medicine, University of Campania 'Luigi Vanvitelli', 80138, Naples, Italy.<br /><searchLink fieldCode="AU" term="%22Nardone+V%22">Nardone V</searchLink>; Department of Precision Medicine, University of Campania 'Luigi Vanvitelli', 80138, Naples, Italy.<br /><searchLink fieldCode="AU" term="%22Reginelli+A%22">Reginelli A</searchLink>; Department of Precision Medicine, University of Campania 'Luigi Vanvitelli', 80138, Naples, Italy.<br /><searchLink fieldCode="AU" term="%22Cappabianca+S%22">Cappabianca S</searchLink>; Department of Precision Medicine, University of Campania 'Luigi Vanvitelli', 80138, Naples, Italy.
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  Data: <searchLink fieldCode="JN" term="%228003538%22">Cardiovascular and interventional radiology</searchLink> [Cardiovasc Intervent Radiol] 2026 May; Vol. 49 (5), pp. 980-991. <i>Date of Electronic Publication: </i>2026 Mar 21.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Springer+Verlag%22">Springer Verlag </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>8003538 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1432-086X (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2201741551%22">01741551 </searchLink><i>NLM ISO Abbreviation: </i>Cardiovasc Intervent Radiol <i>Subsets: </i>MEDLINE
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      – Type: doi
        Value: 10.1007/s00270-026-04407-5
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        Text: English
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      – TitleFull: From Passive Sampling to Precision Intervention: A Standardized Radiomics-Driven Workflow for Molecularly Adequate Lung Biopsy.
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              Text: 2026 May
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              Y: 2026
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