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Haiping Lu
Haiping Lu
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Andrew Swift

Andrew Swift

Professor of Cardiothoracic Radiology at University of Sheffield

The collaboration with Andy started in 2017. We develop translational AI technologies with interpretable machine learning for the diagnosis, prognosis, and treatment assessment of cardiovascular diseases. See his profile page for more information.

Latest

  • Multimodal VAE for low-cost cardiac assessment
  • Uncertainty estimation for landmark localisation
  • Computed tomography lung parenchymal descriptions in routine radiological reporting have diagnostic and prognostic utility in patients with idiopathic pulmonary arterial hypertension and pulmonary hypertension associated with lung disease
  • Human-in-the-loop DL for cardiac CT/MRI
  • Pulmonary hypertension in association with lung disease: quantitative CT and artificial intelligence to the rescue? state-of-the-art review
  • A machine learning cardiac magnetic resonance approach to extract disease features and automate pulmonary arterial hypertension diagnosis
  • Interpretable ML for Cardiac MRI
  • Geodesically smoothed tensor features for pulmonary hypertension prognosis using the heart and surrounding tissues

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