Non-invasive ML methods for diagnosis of congenital heart disease associated with pulmonary arterial hypertension.

Journal: Frontiers in physiology
Published Date:

Abstract

OBJECTIVE: Congenital heart disease with pulmonary arterial hypertension (CHD-PAH), caused by CHD, is associated with high clinical mortality. Hence, timely diagnosis is imperative for treatment.

Authors

  • Yuyang Gao
    Country School of Information Science and Engineering, Yunnan University, Kunming, China.
  • Pengyue Ma
    Country School of Information Science and Engineering, Yunnan University, Kunming, China.
  • Jiahua Pan
    Fuwai Yunnan Hospital, Chinese Academy of Medical Sciences, Affiliated Cardiovascular Hospital of Kunming Medical University, Kunming, China.
  • Hongbo Yang
    Fuwai Yunnan Hospital, Chinese Academy of Medical Sciences, Affiliated Cardiovascular Hospital of Kunming Medical University, Kunming, China.
  • Tao Guo
    Key Laboratory of Digital Technology in Medical Diagnostics of Zhejiang Province, Hangzhou, Zhejiang, China.
  • Weilian Wang
    Country School of Information Science and Engineering, Yunnan University, Kunming, China.

Keywords

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