Efficient cardiac MRI multi-structure segmentation for cardiovascular assessment with limited annotation by integrating data-level and network-level consistency

  • Elliott, P. M. et al. 2014 ESC guidelines on diagnosis and management of hypertrophic cardiomyopathy. Kardiol. Polska 72, 1054–1126 (2014)..

  • Lalande, A. et al. Deep learning methods for automatic evaluation of delayed enhancement-MRI. The results of the emidec challenge. Med. Image Anal. 79, 102428 (2022).


    Google Scholar
     

  • Bernard, O. et al. Deep learning techniques for automatic MRI cardiac multi-structures segmentation and diagnosis: is the problem solved?. IEEE Trans. Med. Imaging 37, 2514–2525 (2018).


    Google Scholar
     

  • Vaduganathan, M., Mensah, G. A., Turco, J. V., Fuster, V. & Roth, G. A. The global burden of cardiovascular diseases and risk: a compass for future health. J. Am. Coll. Cardiol. 80, 2361–2371 (2022).

  • Ronneberger, O., Fischer,…

  • Source link

    Leave a Comment