Direct left-ventricular global longitudinal strain (GLS) computation with a fully convolutional network - Kar, Julia; Cohen, Michael V.; McQuiston, Samuel A.; Poorsala, Teja; Malozzi, Christopher M. (Journal of biomechanics, 2022)
Keywords: Automation; Breast cancer; Breast Neoplasms; Cardiotoxicity; Chemotherapy; Computation; Correlation coefficients; Deep Learning; DENSE; Echoes; Female; Fully convolutional network; Heart; Heart Ventricles - diagnostic imaging; Human performance; Humans; Image acquisition; Image processing; Image segmentation; Interpolation; Machine learning; Magnetic Resonance Imaging; Medical imaging; Medical research; Noise levels; Patients; Phase unwrapping; Phases; Reliability analysis; Reproducibility of Results; Semantics; Signal to noise ratio; Ventricle; DENSE; Phase-unwrapping; Fully convolutional network; Cardiotoxicity; Deep-learning