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Predicting exercise pulmonary hypertension: the right-net machine learning model a pilot study.

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Title: Predicting exercise pulmonary hypertension: the right-net machine learning model a pilot study.
Authors: Ferrara F; Division of Cardiology, Department of Advanced Biomedical Sciences, 'Federico II' University, Naples, Italy., Castaldo R; IRCCS SYNLAB SDN, Naples, Italy., Gargani L; Department of Surgical, Medical and Molecular Pathology and Critical Care Medicine, University of Pisa, Pisa, Italy., Benjamin N; Centre for pulmonary hypertension, Thoraxklinik Heidelberg at Heidelberg University Hospital, Heidelberg, Deutschland., Carbone A; Department of Internal Medicine, Geriatrics and Neurology, Cardiology Unit, University of Campania Luigi Vanvitelli, Naples, Italy; Department of Public Health, University of Naples 'Federico II', Naples, Italy., Carluccio E; Cardiology and Cardiovascular Pathophysiology, S.Maria della Misericordia Hospital, University of Perugia., Cittadini A; Division of Internal Medicine and Metabolism and Rehabilitation, Department of Translational Medical Sciences, University of Naples Federico II, Naples, Italy; Interdepartmental Center for Gender Medicine Research-GENESIS, University of Naples Federico II, Naples, Italy., Codullo V; Rheumatology Unit, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy., D'Agostino A; IRCCS SYNLAB SDN, Naples, Italy., D'Alto M; Department of Cardiology, University of Campania 'L. Vanvitelli', A.O.R.N. dei Colli, Monaldi Hospital, Naples, Italy., Grünig E; Centre for pulmonary hypertension, Thoraxklinik Heidelberg at Heidelberg University Hospital, Heidelberg, Deutschland., Esposito AM; Division of Cardiology, Cava de' Tirreni, Cardio-Thoracic-Vascular Department, University Hospital of Salerno, Salerno, Italy., Esposito G; Division of Cardiology, Department of Advanced Biomedical Sciences, 'Federico II' University, Naples, Italy., Ghio S; Division of Cardiology, Fondazione IRCCS Policlinico S Matteo, Pavia, Italy., Kasprzak JD; Department of Cardiology, Medical University of Lodz, Bieganski Hospital, Łódź, Poland., Lacava G; Department of Neurosciences, Reproductive and Odontostomatological Sciences, University of Naples 'Federico II', Naples, Italy., Marra AM; Interdepartmental Center for Gender Medicine Research-GENESIS, University of Naples Federico II, Naples, Italy., Matucci-Cerinic M; Unit of Immunology, Rheumatology, Allergy and Rare diseases, IRCCS San Raffaele Hospital, Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy., Moreo A; Cardiology IV, 'A. De Gasperis' Department, Niguarda Ca' Granda Hospital, Milan, Italy., Picano E; University Clinical Centre of Serbia, Medical School, Cardiology Clinic, University of Belgrade, Belgrade, Serbia., Rega S; Department of Public Health, Department of Translational Medical Sciences, University of Naples 'Federico II', Naples, Italy., Soricelli A; IRCCS SYNLAB SDN, Naples, Italy., Wierzbowska-Drabik K; Department of Internal Diseases and Clinical Pharmacology, Medical University, Lodz, Poland., Naeije R; Free University of Brussels, Brussels, Belgium., Bossone E; Department of Public Health, Department of Translational Medical Sciences, University of Naples 'Federico II', Naples, Italy. Electronic address: eduardo.bossone@unina.it., Franzese M; IRCCS SYNLAB SDN, Naples, Italy.
Source: Translational research : the journal of laboratory and clinical medicine [Transl Res] 2026 Jan; Vol. 287, pp. 12-21. Date of Electronic Publication: 2025 Dec 30.
Publication Type: Journal Article; Research Support, Non-U.S. Gov't
Journal Info: Publisher: Elsevier Country of Publication: United States NLM ID: 101280339 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1878-1810 (Electronic) Linking ISSN: 18781810 NLM ISO Abbreviation: Transl Res Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Predicting exercise pulmonary hypertension: the right-net machine learning model a pilot study.
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  Data: <searchLink fieldCode="AU" term="%22Ferrara+F%22">Ferrara F</searchLink>; Division of Cardiology, Department of Advanced Biomedical Sciences, 'Federico II' University, Naples, Italy.<br /><searchLink fieldCode="AU" term="%22Castaldo+R%22">Castaldo R</searchLink>; IRCCS SYNLAB SDN, Naples, Italy.<br /><searchLink fieldCode="AU" term="%22Gargani+L%22">Gargani L</searchLink>; Department of Surgical, Medical and Molecular Pathology and Critical Care Medicine, University of Pisa, Pisa, Italy.<br /><searchLink fieldCode="AU" term="%22Benjamin+N%22">Benjamin N</searchLink>; Centre for pulmonary hypertension, Thoraxklinik Heidelberg at Heidelberg University Hospital, Heidelberg, Deutschland.<br /><searchLink fieldCode="AU" term="%22Carbone+A%22">Carbone A</searchLink>; Department of Internal Medicine, Geriatrics and Neurology, Cardiology Unit, University of Campania Luigi Vanvitelli, Naples, Italy; Department of Public Health, University of Naples 'Federico II', Naples, Italy.<br /><searchLink fieldCode="AU" term="%22Carluccio+E%22">Carluccio E</searchLink>; Cardiology and Cardiovascular Pathophysiology, S.Maria della Misericordia Hospital, University of Perugia.<br /><searchLink fieldCode="AU" term="%22Cittadini+A%22">Cittadini A</searchLink>; Division of Internal Medicine and Metabolism and Rehabilitation, Department of Translational Medical Sciences, University of Naples Federico II, Naples, Italy; Interdepartmental Center for Gender Medicine Research-GENESIS, University of Naples Federico II, Naples, Italy.<br /><searchLink fieldCode="AU" term="%22Codullo+V%22">Codullo V</searchLink>; Rheumatology Unit, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy.<br /><searchLink fieldCode="AU" term="%22D'Agostino+A%22">D'Agostino A</searchLink>; IRCCS SYNLAB SDN, Naples, Italy.<br /><searchLink fieldCode="AU" term="%22D'Alto+M%22">D'Alto M</searchLink>; Department of Cardiology, University of Campania 'L. Vanvitelli', A.O.R.N. dei Colli, Monaldi Hospital, Naples, Italy.<br /><searchLink fieldCode="AU" term="%22Grünig+E%22">Grünig E</searchLink>; Centre for pulmonary hypertension, Thoraxklinik Heidelberg at Heidelberg University Hospital, Heidelberg, Deutschland.<br /><searchLink fieldCode="AU" term="%22Esposito+AM%22">Esposito AM</searchLink>; Division of Cardiology, Cava de' Tirreni, Cardio-Thoracic-Vascular Department, University Hospital of Salerno, Salerno, Italy.<br /><searchLink fieldCode="AU" term="%22Esposito+G%22">Esposito G</searchLink>; Division of Cardiology, Department of Advanced Biomedical Sciences, 'Federico II' University, Naples, Italy.<br /><searchLink fieldCode="AU" term="%22Ghio+S%22">Ghio S</searchLink>; Division of Cardiology, Fondazione IRCCS Policlinico S Matteo, Pavia, Italy.<br /><searchLink fieldCode="AU" term="%22Kasprzak+JD%22">Kasprzak JD</searchLink>; Department of Cardiology, Medical University of Lodz, Bieganski Hospital, Łódź, Poland.<br /><searchLink fieldCode="AU" term="%22Lacava+G%22">Lacava G</searchLink>; Department of Neurosciences, Reproductive and Odontostomatological Sciences, University of Naples 'Federico II', Naples, Italy.<br /><searchLink fieldCode="AU" term="%22Marra+AM%22">Marra AM</searchLink>; Interdepartmental Center for Gender Medicine Research-GENESIS, University of Naples Federico II, Naples, Italy.<br /><searchLink fieldCode="AU" term="%22Matucci-Cerinic+M%22">Matucci-Cerinic M</searchLink>; Unit of Immunology, Rheumatology, Allergy and Rare diseases, IRCCS San Raffaele Hospital, Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy.<br /><searchLink fieldCode="AU" term="%22Moreo+A%22">Moreo A</searchLink>; Cardiology IV, 'A. De Gasperis' Department, Niguarda Ca' Granda Hospital, Milan, Italy.<br /><searchLink fieldCode="AU" term="%22Picano+E%22">Picano E</searchLink>; University Clinical Centre of Serbia, Medical School, Cardiology Clinic, University of Belgrade, Belgrade, Serbia.<br /><searchLink fieldCode="AU" term="%22Rega+S%22">Rega S</searchLink>; Department of Public Health, Department of Translational Medical Sciences, University of Naples 'Federico II', Naples, Italy.<br /><searchLink fieldCode="AU" term="%22Soricelli+A%22">Soricelli A</searchLink>; IRCCS SYNLAB SDN, Naples, Italy.<br /><searchLink fieldCode="AU" term="%22Wierzbowska-Drabik+K%22">Wierzbowska-Drabik K</searchLink>; Department of Internal Diseases and Clinical Pharmacology, Medical University, Lodz, Poland.<br /><searchLink fieldCode="AU" term="%22Naeije+R%22">Naeije R</searchLink>; Free University of Brussels, Brussels, Belgium.<br /><searchLink fieldCode="AU" term="%22Bossone+E%22">Bossone E</searchLink>; Department of Public Health, Department of Translational Medical Sciences, University of Naples 'Federico II', Naples, Italy. Electronic address: eduardo.bossone@unina.it.<br /><searchLink fieldCode="AU" term="%22Franzese+M%22">Franzese M</searchLink>; IRCCS SYNLAB SDN, Naples, Italy.
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  Data: <searchLink fieldCode="JN" term="%22101280339%22">Translational research : the journal of laboratory and clinical medicine</searchLink> [Transl Res] 2026 Jan; Vol. 287, pp. 12-21. <i>Date of Electronic Publication: </i>2025 Dec 30.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Elsevier%22">Elsevier </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101280339 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1878-1810 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2218781810%22">18781810 </searchLink><i>NLM ISO Abbreviation: </i>Transl Res <i>Subsets: </i>MEDLINE
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