A multi-scale variational neural network for accelerating motion-compensated whole-heart 3D coronary MR angiography


Fuin N., Bustin A., Kustner T., Öksüz İ. , Clough J., King A. P. , ...Daha Fazla

MAGNETIC RESONANCE IMAGING, cilt.70, ss.155-167, 2020 (SCI İndekslerine Giren Dergi) identifier identifier identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 70
  • Basım Tarihi: 2020
  • Doi Numarası: 10.1016/j.mri.2020.04.007
  • Dergi Adı: MAGNETIC RESONANCE IMAGING
  • Sayfa Sayıları: ss.155-167

Özet

Purpose: To enable fast reconstruction of undersampled motion-compensated whole-heart 3D coronary magnetic resonance angiography (CMRA) by learning a multi-scale variational neural network (MS-VNN) which allows the acquisition of high-quality 1.2 x 1.2 x 1.2 mm isotropic volumes in a short and predictable scan time.