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Machine Learning Based Multi-Parameter Modeling for Prediction of Post-Inflammatory Lung Changes.

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Title: Machine Learning Based Multi-Parameter Modeling for Prediction of Post-Inflammatory Lung Changes.
Authors: Widmann G; Department of Radiology, Medical University Innsbruck, Anichstrasse 35, 6020 Innsbruck, Austria., Luger AK; Department of Radiology, Medical University Innsbruck, Anichstrasse 35, 6020 Innsbruck, Austria., Sonnweber T; Department of Internal Medicine II, Medical University Innsbruck, Anichstrasse 35, 6020 Innsbruck, Austria., Schwabl C; Department of Radiology, Medical University Innsbruck, Anichstrasse 35, 6020 Innsbruck, Austria., Cima K; Department of Pneumology, LKH Hochzirl-Natters, In der Stille 20, 6161 Natters, Austria., Gerstner AK; Department of Radiology, Medical University Innsbruck, Anichstrasse 35, 6020 Innsbruck, Austria., Pizzini A; Department of Internal Medicine II, Medical University Innsbruck, Anichstrasse 35, 6020 Innsbruck, Austria., Sahanic S; Department of Internal Medicine II, Medical University Innsbruck, Anichstrasse 35, 6020 Innsbruck, Austria., Boehm A; Department of Pneumology, LKH Hochzirl-Natters, In der Stille 20, 6161 Natters, Austria., Coen M; Department of Internal Medicine II, Medical University Innsbruck, Anichstrasse 35, 6020 Innsbruck, Austria., Wöll E; Department of Internal Medicine, St. Vinzenz Hospital, Sanatoriumstraße 43, 6511 Zams, Austria., Weiss G; Department of Internal Medicine II, Medical University Innsbruck, Anichstrasse 35, 6020 Innsbruck, Austria., Kirchmair R; Department of Internal Medicine II, Medical University Innsbruck, Anichstrasse 35, 6020 Innsbruck, Austria., Gruber L; Department of Radiology, Medical University Innsbruck, Anichstrasse 35, 6020 Innsbruck, Austria., Feuchtner GM; Department of Radiology, Medical University Innsbruck, Anichstrasse 35, 6020 Innsbruck, Austria., Tancevski I; Department of Internal Medicine II, Medical University Innsbruck, Anichstrasse 35, 6020 Innsbruck, Austria., Löffler-Ragg J; Department of Internal Medicine II, Medical University Innsbruck, Anichstrasse 35, 6020 Innsbruck, Austria.; Department of Pneumology, LKH Hochzirl-Natters, In der Stille 20, 6161 Natters, Austria., Tymoszuk P; Institute of Clinical Epidemiology, Public Health, Health Economics, Medical Statistics and Informatics, Medical University of Innsbruck, Anichstraße 35, 6020 Innsbruck, Austria.
Source: Diagnostics (Basel, Switzerland) [Diagnostics (Basel)] 2025 Mar 20; Vol. 15 (6). Date of Electronic Publication: 2025 Mar 20.
Publication Type: Journal Article
Journal Info: Publisher: MDPI AG Country of Publication: Switzerland NLM ID: 101658402 Publication Model: Electronic Cited Medium: Print ISSN: 2075-4418 (Print) Linking ISSN: 20754418 NLM ISO Abbreviation: Diagnostics (Basel) Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: Machine Learning Based Multi-Parameter Modeling for Prediction of Post-Inflammatory Lung Changes.
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  Data: <searchLink fieldCode="AU" term="%22Widmann+G%22">Widmann G</searchLink>; Department of Radiology, Medical University Innsbruck, Anichstrasse 35, 6020 Innsbruck, Austria.<br /><searchLink fieldCode="AU" term="%22Luger+AK%22">Luger AK</searchLink>; Department of Radiology, Medical University Innsbruck, Anichstrasse 35, 6020 Innsbruck, Austria.<br /><searchLink fieldCode="AU" term="%22Sonnweber+T%22">Sonnweber T</searchLink>; Department of Internal Medicine II, Medical University Innsbruck, Anichstrasse 35, 6020 Innsbruck, Austria.<br /><searchLink fieldCode="AU" term="%22Schwabl+C%22">Schwabl C</searchLink>; Department of Radiology, Medical University Innsbruck, Anichstrasse 35, 6020 Innsbruck, Austria.<br /><searchLink fieldCode="AU" term="%22Cima+K%22">Cima K</searchLink>; Department of Pneumology, LKH Hochzirl-Natters, In der Stille 20, 6161 Natters, Austria.<br /><searchLink fieldCode="AU" term="%22Gerstner+AK%22">Gerstner AK</searchLink>; Department of Radiology, Medical University Innsbruck, Anichstrasse 35, 6020 Innsbruck, Austria.<br /><searchLink fieldCode="AU" term="%22Pizzini+A%22">Pizzini A</searchLink>; Department of Internal Medicine II, Medical University Innsbruck, Anichstrasse 35, 6020 Innsbruck, Austria.<br /><searchLink fieldCode="AU" term="%22Sahanic+S%22">Sahanic S</searchLink>; Department of Internal Medicine II, Medical University Innsbruck, Anichstrasse 35, 6020 Innsbruck, Austria.<br /><searchLink fieldCode="AU" term="%22Boehm+A%22">Boehm A</searchLink>; Department of Pneumology, LKH Hochzirl-Natters, In der Stille 20, 6161 Natters, Austria.<br /><searchLink fieldCode="AU" term="%22Coen+M%22">Coen M</searchLink>; Department of Internal Medicine II, Medical University Innsbruck, Anichstrasse 35, 6020 Innsbruck, Austria.<br /><searchLink fieldCode="AU" term="%22Wöll+E%22">Wöll E</searchLink>; Department of Internal Medicine, St. Vinzenz Hospital, Sanatoriumstraße 43, 6511 Zams, Austria.<br /><searchLink fieldCode="AU" term="%22Weiss+G%22">Weiss G</searchLink>; Department of Internal Medicine II, Medical University Innsbruck, Anichstrasse 35, 6020 Innsbruck, Austria.<br /><searchLink fieldCode="AU" term="%22Kirchmair+R%22">Kirchmair R</searchLink>; Department of Internal Medicine II, Medical University Innsbruck, Anichstrasse 35, 6020 Innsbruck, Austria.<br /><searchLink fieldCode="AU" term="%22Gruber+L%22">Gruber L</searchLink>; Department of Radiology, Medical University Innsbruck, Anichstrasse 35, 6020 Innsbruck, Austria.<br /><searchLink fieldCode="AU" term="%22Feuchtner+GM%22">Feuchtner GM</searchLink>; Department of Radiology, Medical University Innsbruck, Anichstrasse 35, 6020 Innsbruck, Austria.<br /><searchLink fieldCode="AU" term="%22Tancevski+I%22">Tancevski I</searchLink>; Department of Internal Medicine II, Medical University Innsbruck, Anichstrasse 35, 6020 Innsbruck, Austria.<br /><searchLink fieldCode="AU" term="%22Löffler-Ragg+J%22">Löffler-Ragg J</searchLink>; Department of Internal Medicine II, Medical University Innsbruck, Anichstrasse 35, 6020 Innsbruck, Austria.; Department of Pneumology, LKH Hochzirl-Natters, In der Stille 20, 6161 Natters, Austria.<br /><searchLink fieldCode="AU" term="%22Tymoszuk+P%22">Tymoszuk P</searchLink>; Institute of Clinical Epidemiology, Public Health, Health Economics, Medical Statistics and Informatics, Medical University of Innsbruck, Anichstraße 35, 6020 Innsbruck, Austria.
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