ArticleRadiology2019
Diagnosis of Pulmonary Hypertension with Cardiac MRI: Derivation and Validation of Regression Models.
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Article in Radiology, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 39 papers, 1 of them a synthesis that pooled it.
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39citing papers in PubMed, 1 pooled it
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Who cites it
39 citing papers in PubMed, 1 synthesis or guideline pooled it, 66 citations in OpenAlex.
- Pulmonary hypertension and the role of MRI flow assessment: a systematic review.The British journal of radiology · 2025Pooled it
- Left ventricular fibrosis and hypertrophy are associated with mortality in heart failure with preserved ejection fraction.Scientific reports · 2021Trial
- Automated CMR Quantification of Pulmonary Artery Size-Based and Slow-Flow Metrics in Pulmonary Hypertension.Diagnostics (Basel, Switzerland) · 2026Article
- ERS Congress 2025: highlights from the Pulmonary Vascular Diseases Assembly.ERJ open research · 2026Article
- Cardiac magnetic resonance-derived left heart parameters in pulmonary hypertension: diagnostic and prognostic value-a narrative review.Cardiovascular diagnosis and therapy · 2026Review
- ERS Congress 2025: highlights from the Clinical Techniques, Imaging and Endoscopy Assembly.ERJ open research · 2026Article
- Advances in the imaging of pulmonary hypertension.International journal of cardiology. Congenital heart disease · 2025Review
- The Role of Imaging in Pulmonary Vascular Disease: The Clinician's Perspective.Radiologic clinics of North America · 2025Review
- A Non-Invasive Approach to Pulmonary Hypertension.Journal of clinical medicine · 2025Review
- Simultaneous Positron Emission Tomography and Molecular Magnetic Resonance Imaging of Cardiopulmonary Fibrosis in a Mouse Model of Left Ventricular Dysfunction.Journal of the American Heart Association · 2024Article
- Two prospective, multicenter studies for the identification of biomarker signatures for early detection of pulmonary hypertension (PH): The CIPHER and CIPHER-MRI studies.Pulmonary circulation · 2024Article
- Characterization of pulmonary arterial stiffness using cardiac MRI.The international journal of cardiovascular imaging · 2024Review
- Evolving perspectives on aortic stenosis: the increasing importance of evaluating the right ventricle before aortic valve intervention.Frontiers in cardiovascular medicine · 2024Review
- Assessment of Right Ventricular Function-a State of the Art.Current heart failure reports · 2023Review
- Non-invasive detection of severe PH in lung disease using magnetic resonance imaging.Frontiers in cardiovascular medicine · 2023Article
- Cardiovascular Magnetic Resonance Imaging Patterns in Rare Cardiovascular Diseases.Journal of clinical medicine · 2022Review
- Correlation between Pulmonary Artery Pressure and Vortex Duration Determined by 4D Flow MRI in Main Pulmonary Artery in Patients with Suspicion of Chronic Thromboembolic Pulmonary Hypertension (CTEPH).Journal of clinical medicine · 2022Article
- Right ventricular remodelling in pulmonary arterial hypertension predicts treatment response.Heart (British Cardiac Society) · 2022Article
- Severe Aortic Valve Stenosis and Pulmonary Hypertension: A Systematic Review of Non-Invasive Ways of Risk Stratification, Especially in Patients Undergoing Transcatheter Aortic Valve Replacement.Journal of personalized medicine · 2022Review
- Vascular imaging of the lung: perspectives on current imaging methods.The British journal of radiology · 2022Article
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Authors and funding
16 authors at 1 institution in 1 country.
Christopher S JohnsFrom the Academic Department of Radiology, University of Sheffield, Floor C, Royal Hallamshire Hospital, Glossop Rd, Sheffield S10 2JF, England (C.S.J., P.G., R.S., D.A.C., J.M.W., A.J.S.); and Sheffield Pulmonary Vascular Disease Unit (D.G.K., S.R., N.H., C.E., I.S., A.C., R.C.) and Department of Radiology (C.S.J., C.H., S.T., K.K., A.J.S.), Sheffield Teaching Hospitals, Sheffield, England.ORCID 0000-0003-3724-0430
David G KielyFrom the Academic Department of Radiology, University of Sheffield, Floor C, Royal Hallamshire Hospital, Glossop Rd, Sheffield S10 2JF, England (C.S.J., P.G., R.S., D.A.C., J.M.W., A.J.S.); and Sheffield Pulmonary Vascular Disease Unit (D.G.K., S.R., N.H., C.E., I.S., A.C., R.C.) and Department of Radiology (C.S.J., C.H., S.T., K.K., A.J.S.), Sheffield Teaching Hospitals, Sheffield, England.
Smitha RajaramFrom the Academic Department of Radiology, University of Sheffield, Floor C, Royal Hallamshire Hospital, Glossop Rd, Sheffield S10 2JF, England (C.S.J., P.G., R.S., D.A.C., J.M.W., A.J.S.); and Sheffield Pulmonary Vascular Disease Unit (D.G.K., S.R., N.H., C.E., I.S., A.C., R.C.) and Department of Radiology (C.S.J., C.H., S.T., K.K., A.J.S.), Sheffield Teaching Hospitals, Sheffield, England.
Catherine HillFrom the Academic Department of Radiology, University of Sheffield, Floor C, Royal Hallamshire Hospital, Glossop Rd, Sheffield S10 2JF, England (C.S.J., P.G., R.S., D.A.C., J.M.W., A.J.S.); and Sheffield Pulmonary Vascular Disease Unit (D.G.K., S.R., N.H., C.E., I.S., A.C., R.C.) and Department of Radiology (C.S.J., C.H., S.T., K.K., A.J.S.), Sheffield Teaching Hospitals, Sheffield, England.
Steven ThomasFrom the Academic Department of Radiology, University of Sheffield, Floor C, Royal Hallamshire Hospital, Glossop Rd, Sheffield S10 2JF, England (C.S.J., P.G., R.S., D.A.C., J.M.W., A.J.S.); and Sheffield Pulmonary Vascular Disease Unit (D.G.K., S.R., N.H., C.E., I.S., A.C., R.C.) and Department of Radiology (C.S.J., C.H., S.T., K.K., A.J.S.), Sheffield Teaching Hospitals, Sheffield, England.
Kavitasagary KarunasaagararFrom the Academic Department of Radiology, University of Sheffield, Floor C, Royal Hallamshire Hospital, Glossop Rd, Sheffield S10 2JF, England (C.S.J., P.G., R.S., D.A.C., J.M.W., A.J.S.); and Sheffield Pulmonary Vascular Disease Unit (D.G.K., S.R., N.H., C.E., I.S., A.C., R.C.) and Department of Radiology (C.S.J., C.H., S.T., K.K., A.J.S.), Sheffield Teaching Hospitals, Sheffield, England.
Pankaj GargFrom the Academic Department of Radiology, University of Sheffield, Floor C, Royal Hallamshire Hospital, Glossop Rd, Sheffield S10 2JF, England (C.S.J., P.G., R.S., D.A.C., J.M.W., A.J.S.); and Sheffield Pulmonary Vascular Disease Unit (D.G.K., S.R., N.H., C.E., I.S., A.C., R.C.) and Department of Radiology (C.S.J., C.H., S.T., K.K., A.J.S.), Sheffield Teaching Hospitals, Sheffield, England.
Neil HamiltonFrom the Academic Department of Radiology, University of Sheffield, Floor C, Royal Hallamshire Hospital, Glossop Rd, Sheffield S10 2JF, England (C.S.J., P.G., R.S., D.A.C., J.M.W., A.J.S.); and Sheffield Pulmonary Vascular Disease Unit (D.G.K., S.R., N.H., C.E., I.S., A.C., R.C.) and Department of Radiology (C.S.J., C.H., S.T., K.K., A.J.S.), Sheffield Teaching Hospitals, Sheffield, England.
Roshni SolankiFrom the Academic Department of Radiology, University of Sheffield, Floor C, Royal Hallamshire Hospital, Glossop Rd, Sheffield S10 2JF, England (C.S.J., P.G., R.S., D.A.C., J.M.W., A.J.S.); and Sheffield Pulmonary Vascular Disease Unit (D.G.K., S.R., N.H., C.E., I.S., A.C., R.C.) and Department of Radiology (C.S.J., C.H., S.T., K.K., A.J.S.), Sheffield Teaching Hospitals, Sheffield, England.
David A CapenerFrom the Academic Department of Radiology, University of Sheffield, Floor C, Royal Hallamshire Hospital, Glossop Rd, Sheffield S10 2JF, England (C.S.J., P.G., R.S., D.A.C., J.M.W., A.J.S.); and Sheffield Pulmonary Vascular Disease Unit (D.G.K., S.R., N.H., C.E., I.S., A.C., R.C.) and Department of Radiology (C.S.J., C.H., S.T., K.K., A.J.S.), Sheffield Teaching Hospitals, Sheffield, England.
Charles ElliotFrom the Academic Department of Radiology, University of Sheffield, Floor C, Royal Hallamshire Hospital, Glossop Rd, Sheffield S10 2JF, England (C.S.J., P.G., R.S., D.A.C., J.M.W., A.J.S.); and Sheffield Pulmonary Vascular Disease Unit (D.G.K., S.R., N.H., C.E., I.S., A.C., R.C.) and Department of Radiology (C.S.J., C.H., S.T., K.K., A.J.S.), Sheffield Teaching Hospitals, Sheffield, England.
Ian SabroeFrom the Academic Department of Radiology, University of Sheffield, Floor C, Royal Hallamshire Hospital, Glossop Rd, Sheffield S10 2JF, England (C.S.J., P.G., R.S., D.A.C., J.M.W., A.J.S.); and Sheffield Pulmonary Vascular Disease Unit (D.G.K., S.R., N.H., C.E., I.S., A.C., R.C.) and Department of Radiology (C.S.J., C.H., S.T., K.K., A.J.S.), Sheffield Teaching Hospitals, Sheffield, England.
Athanasios CharalamopopoulosFrom the Academic Department of Radiology, University of Sheffield, Floor C, Royal Hallamshire Hospital, Glossop Rd, Sheffield S10 2JF, England (C.S.J., P.G., R.S., D.A.C., J.M.W., A.J.S.); and Sheffield Pulmonary Vascular Disease Unit (D.G.K., S.R., N.H., C.E., I.S., A.C., R.C.) and Department of Radiology (C.S.J., C.H., S.T., K.K., A.J.S.), Sheffield Teaching Hospitals, Sheffield, England.
Robin CondliffeFrom the Academic Department of Radiology, University of Sheffield, Floor C, Royal Hallamshire Hospital, Glossop Rd, Sheffield S10 2JF, England (C.S.J., P.G., R.S., D.A.C., J.M.W., A.J.S.); and Sheffield Pulmonary Vascular Disease Unit (D.G.K., S.R., N.H., C.E., I.S., A.C., R.C.) and Department of Radiology (C.S.J., C.H., S.T., K.K., A.J.S.), Sheffield Teaching Hospitals, Sheffield, England.
James M WildFrom the Academic Department of Radiology, University of Sheffield, Floor C, Royal Hallamshire Hospital, Glossop Rd, Sheffield S10 2JF, England (C.S.J., P.G., R.S., D.A.C., J.M.W., A.J.S.); and Sheffield Pulmonary Vascular Disease Unit (D.G.K., S.R., N.H., C.E., I.S., A.C., R.C.) and Department of Radiology (C.S.J., C.H., S.T., K.K., A.J.S.), Sheffield Teaching Hospitals, Sheffield, England.
Andrew J SwiftFrom the Academic Department of Radiology, University of Sheffield, Floor C, Royal Hallamshire Hospital, Glossop Rd, Sheffield S10 2JF, England (C.S.J., P.G., R.S., D.A.C., J.M.W., A.J.S.); and Sheffield Pulmonary Vascular Disease Unit (D.G.K., S.R., N.H., C.E., I.S., A.C., R.C.) and Department of Radiology (C.S.J., C.H., S.T., K.K., A.J.S.), Sheffield Teaching Hospitals, Sheffield, England.
Royal Hallamshire Hospital · GB
Funding
British Heart Foundation SP/14/6/31350Department of Health NIHR-RP-R3-12-027Medical Research Council MC_PC_16058Medical Research Council MR/M008894/1Wellcome TrustWellcome Trust 205188/Z/16/Z
Abstract
Purpose To derive and test multiparametric cardiac MRI models for the diagnosis of pulmonary hypertension (PH). Materials and Methods Images and patient data from consecutive patients suspected of having PH who underwent cardiac MRI and right-sided heart catheterization (RHC) between 2012 and 2016 were retrospectively reviewed. Of 2437 MR images identified, 603 fit the inclusion criteria. The mean patient age was 61 years (range, 18-88 years; mean age of women, 60 years [range, 18-84 years]; mean age of men, 62 years [range, 22-88 years]). In the first 300 patients (derivation cohort), cardiac MRI metrics that showed correlation with mean pulmonary arterial pressure (mPAP) were used to create a regression algorithm. The performance of the model was assessed in the 303-patient validation cohort by using receiver operating characteristic (ROC) and χ
Indexed as
Regression AnalysisAdolescentAdultAgedAged, 80 and overCardiac CatheterizationFemaleHumansHypertension, PulmonaryImage Interpretation, Computer-AssistedMagnetic Resonance ImagingMaleMiddle AgedModels, CardiovascularPulmonary ArteryRetrospective Studies
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