Hany Girgis

Cardiac Phase Detection in Echocardiograms With Densely Gated Recurrent Neural Networks and Global Extrema Loss

Fatemeh Taheri Dezaki, Zhibin Liao, Christina Luong et al. · IEEE Transactions on Medical Imaging · 2018 · 87 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +22

Automatic biplane left ventricular ejection fraction estimation with mobile point-of-care ultrasound using multi-task learning and adversarial training

Mohammad H. Jafari, Hany Girgis, Nathan Van Woudenberg et al. · International Journal of Computer Assisted Radiology and Surgery · 2019 · 53 citations

Engineering, Machine Learning, Medical Imaging +10

On Modelling Label Uncertainty in Deep Neural Networks: Automatic Estimation of Intra- Observer Variability in 2D Echocardiography Quality Assessment

Zhibin Liao, Hany Girgis, Amir H. Abdi et al. · IEEE Transactions on Medical Imaging · 2019 · 53 citations

Engineering, Machine Learning, Autoencoders +20

Cardiac point-of-care to cart-based ultrasound translation using constrained CycleGAN

Mohammad H. Jafari, Hany Girgis, Nathan Van Woudenberg et al. · International Journal of Computer Assisted Radiology and Surgery · 2020 · 32 citations

Cart-based Ultrasound Translation, Medical Ultrasound, Heart Failure +10

Semi-Supervised Learning For Cardiac Left Ventricle Segmentation Using Conditional Deep Generative Models as Prior

Mohammad H. Jafari, Hany Girgis, Amir H. Abdi et al. · 2019 · 29 citations

Engineering, Machine Learning, Accurate Segmentation +19