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Assessment of Transcatheter or Surgical Closure of Atrial Septal Defect using Interpretable Deep Keypoint Stadiometry

Jing Wang1, Wanqing Xie2,3, Mingmei Cheng2

  • 1School of Basic Medical Sciences, Capital Medical University, Beijing 10069, China.

Research (Washington, D.C.)
|November 7, 2022
PubMed
Summary

This study introduces a new AI tool for interpreting echocardiograms to help diagnose atrial septal defects (ASD). The deep learning model accurately suggests treatment plans, improving upon "black-box" approaches.

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Mitral stenosis is a heart condition in which the mitral valve, which allows blood to flow from the left atrium to the left ventricle, becomes narrowed or stenotic. This narrowing hinders blood flow and leads to clinical symptoms requiring specific medical evaluations and management strategies. The following overview outlines the clinical symptoms, assessments, diagnostic findings, prevention methods, and treatments for mitral stenosis.Clinical ManifestationsDyspnea (shortness of breath): This...
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