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Identifying early pulmonary arterial hypertension biomarkers in systemic sclerosis: Machine learning on proteomics from the DETECT cohort

Yasmina Bauer, Simon de Bernard, Peter Hickey, Karri Ballard, Jeremy Cruz, Peter Cornelisse, Harbajan Chadha-Boreham, Oliver Distler, Daniel Rosenberg, Martin Doelberg, Sebastien Roux, Oliver Nayler, Allan Lawrie
European Respiratory Journal 2020; DOI: 10.1183/13993003.02591-2020
Yasmina Bauer
1Galapagos GmbH, Basel, Switzerland
2Idorsia Pharmaceuticals Ltd, Allschwil, Switzerland
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Simon de Bernard
3AltraBio, Lyon, France
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Peter Hickey
4Department of Infection, Immunity & Cardiovascular Disease, University of Sheffield, Medical School, Sheffield, UK
5Sheffield Pulmonary Vascular Disease Unit, Royal Hallamshire Hospital, Sheffield, UK
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Karri Ballard
6Myriad RBM, Austin, USA
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Jeremy Cruz
6Myriad RBM, Austin, USA
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Peter Cornelisse
2Idorsia Pharmaceuticals Ltd, Allschwil, Switzerland
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Harbajan Chadha-Boreham
7Actelion Pharmaceuticals Ltd, Allschwil, Switzerland
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Oliver Distler
8University Hospital Zurich, Department of Rheumatology, Zurich, Switzerland
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Daniel Rosenberg
7Actelion Pharmaceuticals Ltd, Allschwil, Switzerland
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Martin Doelberg
7Actelion Pharmaceuticals Ltd, Allschwil, Switzerland
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Sebastien Roux
2Idorsia Pharmaceuticals Ltd, Allschwil, Switzerland
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Oliver Nayler
2Idorsia Pharmaceuticals Ltd, Allschwil, Switzerland
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Allan Lawrie
4Department of Infection, Immunity & Cardiovascular Disease, University of Sheffield, Medical School, Sheffield, UK
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  • ORCID record for Allan Lawrie
  • For correspondence: a.lawrie@sheffield.ac.uk
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Vol 57 Issue 3 Table of Contents
European Respiratory Journal: 57 (3)
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Identifying early pulmonary arterial hypertension biomarkers in systemic sclerosis: Machine learning on proteomics from the DETECT cohort
Yasmina Bauer, Simon de Bernard, Peter Hickey, Karri Ballard, Jeremy Cruz, Peter Cornelisse, Harbajan Chadha-Boreham, Oliver Distler, Daniel Rosenberg, Martin Doelberg, Sebastien Roux, Oliver Nayler, Allan Lawrie
European Respiratory Journal Jan 2020, 2002591; DOI: 10.1183/13993003.02591-2020

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Identifying early pulmonary arterial hypertension biomarkers in systemic sclerosis: Machine learning on proteomics from the DETECT cohort
Yasmina Bauer, Simon de Bernard, Peter Hickey, Karri Ballard, Jeremy Cruz, Peter Cornelisse, Harbajan Chadha-Boreham, Oliver Distler, Daniel Rosenberg, Martin Doelberg, Sebastien Roux, Oliver Nayler, Allan Lawrie
European Respiratory Journal Jan 2020, 2002591; DOI: 10.1183/13993003.02591-2020
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