Zhibin Liao

Viral Pneumonia Screening on Chest X-Rays Using Confidence-Aware Anomaly Detection

Jianpeng Zhang, Yutong Xie, Guansong Pang et al. · IEEE Transactions on Medical Imaging · 2020 · 375 citations · Full text

Anomaly Detection, Machine Learning, Engineering +23

Viral Pneumonia Screening on Chest X-ray Images Using Confidence-Aware Anomaly Detection

Jianpeng Zhang, Yutong Xie, Guansong Pang et al. · arXiv (Cornell University) · 2020 · 132 citations · Full text

Anomaly Detection, Machine Learning, Engineering +25

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

On the importance of normalisation layers in deep learning with piecewise linear activation units

Zhibin Liao, Gustavo Carneiro · 2016 · 56 citations

Artificial Intelligence, Convolutional Neural Network, Engineering +18

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