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The combination of supervised and unsupervised learning based risk stratification and phenotyping in pulmonary arterial hypertension-a long-term retrospective multicenter trial.

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Title: The combination of supervised and unsupervised learning based risk stratification and phenotyping in pulmonary arterial hypertension-a long-term retrospective multicenter trial.
Authors: Sonnweber T; Department of Internal Medicine II, Medical University of Innsbruck, Anichstraße 35, 6020, Innsbruck, Austria. Thomas.Sonnweber@i-med.ac.at., Tymoszuk P; Data Analytics As a Service Tirol, Daas.Tirol, Innsbruck, Austria., Steringer-Mascherbauer R; Department of Cardiology, Elisabethinenkrankenhaus, Linz, Austria., Sigmund E; Department of Cardiology, Elisabethinenkrankenhaus, Linz, Austria., Porod-Schneiderbauer S; Department of Cardiology, Elisabethinenkrankenhaus, Linz, Austria., Kohlbacher L; Department of Cardiology, Medical University of Vienna, Vienna, Austria., Theurl I; Department of Internal Medicine II, Medical University of Innsbruck, Anichstraße 35, 6020, Innsbruck, Austria., Lang I; Department of Cardiology, Medical University of Vienna, Vienna, Austria., Weiss G; Department of Internal Medicine II, Medical University of Innsbruck, Anichstraße 35, 6020, Innsbruck, Austria., Löffler-Ragg J; Department of Internal Medicine II, Medical University of Innsbruck, Anichstraße 35, 6020, Innsbruck, Austria.
Source: BMC pulmonary medicine [BMC Pulm Med] 2023 Apr 25; Vol. 23 (1), pp. 143. Date of Electronic Publication: 2023 Apr 25.
Publication Type: Observational Study; Multicenter Study; Journal Article
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 100968563 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2466 (Electronic) Linking ISSN: 14712466 NLM ISO Abbreviation: BMC Pulm Med Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: The combination of supervised and unsupervised learning based risk stratification and phenotyping in pulmonary arterial hypertension-a long-term retrospective multicenter trial.
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  Data: <searchLink fieldCode="AU" term="%22Sonnweber+T%22">Sonnweber T</searchLink>; Department of Internal Medicine II, Medical University of Innsbruck, Anichstraße 35, 6020, Innsbruck, Austria. Thomas.Sonnweber@i-med.ac.at.<br /><searchLink fieldCode="AU" term="%22Tymoszuk+P%22">Tymoszuk P</searchLink>; Data Analytics As a Service Tirol, Daas.Tirol, Innsbruck, Austria.<br /><searchLink fieldCode="AU" term="%22Steringer-Mascherbauer+R%22">Steringer-Mascherbauer R</searchLink>; Department of Cardiology, Elisabethinenkrankenhaus, Linz, Austria.<br /><searchLink fieldCode="AU" term="%22Sigmund+E%22">Sigmund E</searchLink>; Department of Cardiology, Elisabethinenkrankenhaus, Linz, Austria.<br /><searchLink fieldCode="AU" term="%22Porod-Schneiderbauer+S%22">Porod-Schneiderbauer S</searchLink>; Department of Cardiology, Elisabethinenkrankenhaus, Linz, Austria.<br /><searchLink fieldCode="AU" term="%22Kohlbacher+L%22">Kohlbacher L</searchLink>; Department of Cardiology, Medical University of Vienna, Vienna, Austria.<br /><searchLink fieldCode="AU" term="%22Theurl+I%22">Theurl I</searchLink>; Department of Internal Medicine II, Medical University of Innsbruck, Anichstraße 35, 6020, Innsbruck, Austria.<br /><searchLink fieldCode="AU" term="%22Lang+I%22">Lang I</searchLink>; Department of Cardiology, Medical University of Vienna, Vienna, Austria.<br /><searchLink fieldCode="AU" term="%22Weiss+G%22">Weiss G</searchLink>; Department of Internal Medicine II, Medical University of 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 of Innsbruck, Anichstraße 35, 6020, Innsbruck, Austria.
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  Data: <searchLink fieldCode="JN" term="%22100968563%22">BMC pulmonary medicine</searchLink> [BMC Pulm Med] 2023 Apr 25; Vol. 23 (1), pp. 143. <i>Date of Electronic Publication: </i>2023 Apr 25.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22BioMed+Central%22">BioMed Central </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>100968563 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1471-2466 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2214712466%22">14712466 </searchLink><i>NLM ISO Abbreviation: </i>BMC Pulm Med <i>Subsets: </i>MEDLINE
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