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Discovery of Distinct Immune Phenotypes Using Machine Learning in Pulmonary Arterial Hypertension.
Sweatt, Andrew J; Hedlin, Haley K; Balasubramanian, Vidhya; Hsi, Andrew; Blum, Lisa K; Robinson, William H; Haddad, Francois; Hickey, Peter M; Condliffe, Robin; Lawrie, Allan; Nicolls, Mark R; Rabinovitch, Marlene; Khatri, Purvesh; Zamanian, Roham T.
Affiliation
  • Sweatt AJ; From the Division of Pulmonary and Critical Care Medicine (A.J.S., M.R.N., R.T.Z.), in the Department of Medicine, Stanford University, CA.
  • Hedlin HK; Vera Moulton Wall Center for Pulmonary Vascular Disease, Stanford University, CA (A.J.S., A.H., M.R.N., M.R., R.T.Z.).
  • Balasubramanian V; Quantitative Sciences Unit (H.K.H., V.B.), in the Department of Medicine, Stanford University, CA.
  • Hsi A; Quantitative Sciences Unit (H.K.H., V.B.), in the Department of Medicine, Stanford University, CA.
  • Blum LK; Vera Moulton Wall Center for Pulmonary Vascular Disease, Stanford University, CA (A.J.S., A.H., M.R.N., M.R., R.T.Z.).
  • Robinson WH; Division of Immunology and Rheumatology (L.K.B., W.H.R.), in the Department of Medicine, Stanford University, CA.
  • Haddad F; Division of Immunology and Rheumatology (L.K.B., W.H.R.), in the Department of Medicine, Stanford University, CA.
  • Hickey PM; Division of Cardiovascular Medicine (F.H.), in the Department of Medicine, Stanford University, CA.
  • Condliffe R; Stanford Cardiovascular Institute (F.H.), in the Department of Medicine, Stanford University, CA.
  • Lawrie A; Department of Infection, Immunity, and Cardiovascular Disease, University of Sheffield, United Kingdom (P.M.H., A.L.).
  • Nicolls MR; Sheffield Pulmonary Vascular Disease Unit, Royal Hallamshire Hospital, United Kingdom (R.C.).
  • Rabinovitch M; Department of Infection, Immunity, and Cardiovascular Disease, University of Sheffield, United Kingdom (P.M.H., A.L.).
  • Khatri P; From the Division of Pulmonary and Critical Care Medicine (A.J.S., M.R.N., R.T.Z.), in the Department of Medicine, Stanford University, CA.
  • Zamanian RT; Institute for Immunity, Transplantation, and Infection (M.R.N., P.K.), in the Department of Medicine, Stanford University, CA.
Circ Res ; 124(6): 904-919, 2019 03 15.
Article in En | MEDLINE | ID: mdl-30661465
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Machine Learning / Pulmonary Arterial Hypertension Type of study: Etiology_studies / Guideline / Incidence_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limits: Adult / Aged / Female / Humans / Male / Middle aged Language: En Journal: Circ Res Year: 2019 Type: Article Affiliation country: Canada
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Machine Learning / Pulmonary Arterial Hypertension Type of study: Etiology_studies / Guideline / Incidence_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limits: Adult / Aged / Female / Humans / Male / Middle aged Language: En Journal: Circ Res Year: 2019 Type: Article Affiliation country: Canada