Zhibin Liao
Zhibin Liao
Australian Institude for Machine Learning, University of Adelaide
Verified email at adelaide.edu.au
Cited by
Cited by
On the importance of normalisation layers in deep learning with piecewise linear activation units
Z Liao, G Carneiro
2016 IEEE Winter Conference on Applications of Computer Vision (WACV), 1-8, 2016
Competitive multi-scale convolution
Z Liao, G Carneiro
arXiv preprint arXiv:1511.05635, 2015
A unified framework integrating recurrent fully-convolutional networks and optical flow for segmentation of the left ventricle in echocardiography data
MH Jafari, H Girgis, Z Liao, D Behnami, A Abdi, H Vaseli, C Luong, ...
Deep learning in medical image analysis and multimodal learning for clinical …, 2018
A deep convolutional neural network module that promotes competition of multiple-size filters
Z Liao, G Carneiro
Pattern Recognition 71, 94-105, 2017
Cardiac Phase Detection in Echocardiograms with Densely Gated Recurrent Neural Networks and Global Extrema Loss
FT Dezaki, Z Liao, C Luong, H Girgis, N Dhungel, AH Abdi, D Behnami, ...
IEEE Transactions on Medical Imaging 38 (8), 1821-1832, 2018
Automatic biplane left ventricular ejection fraction estimation with mobile point-of-care ultrasound using multi-task learning and adversarial training
MH Jafari, H Girgis, N Van Woudenberg, Z Liao, R Rohling, K Gin, ...
International journal of computer assisted radiology and surgery 14 (6 …, 2019
Semi-supervised learning for cardiac left ventricle segmentation using conditional deep generative models as prior
MH Jafari, H Girgis, AH Abdi, Z Liao, M Pesteie, R Rohling, K Gin, T Tsang, ...
2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019
Echocardiography segmentation by quality translation using anatomically constrained cyclegan
MH Jafari, Z Liao, H Girgis, M Pesteie, R Rohling, K Gin, T Tsang, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2019
Designing lightweight deep learning models for echocardiography view classification
H Vaseli, Z Liao, AH Abdi, H Girgis, D Behnami, C Luong, FT Dezaki, ...
Medical Imaging 2019: Image-Guided Procedures, Robotic Interventions, and …, 2019
Approximate Fisher information matrix to characterise the training of deep neural networks
Z Liao, T Drummond, I Reid, G Carneiro
IEEE Transactions on Pattern Analysis and Machine Intelligence 42 (1), 15-26, 2018
Quantitative echocardiography: real-time quality estimation and view classification implemented on a mobile android device
N Van Woudenberg, Z Liao, AH Abdi, H Girgis, C Luong, H Vaseli, ...
Simulation, image processing, and ultrasound systems for assisted diagnosis …, 2018
The use of deep learning features in a hierarchical classifier learned with the minimization of a non-greedy loss function that delays gratification
Z Liao, G Carneiro
2015 IEEE International Conference on Image Processing (ICIP), 4540-4544, 2015
On Modelling Label Uncertainty in Deep Neural Networks: Automatic Estimation of Intra-observer Variability in 2D Echocardiography Quality Assessment
Z Liao, H Girgis, A Abdi, H Vaseli, J Hetherington, R Rohling, K Gin, ...
IEEE Transactions on Medical Imaging, 2019
Echocardiography view classification using quality transfer star generative adversarial networks
Z Liao, MH Jafari, H Girgis, K Gin, R Rohling, P Abolmaesumi, T Tsang
International Conference on Medical Image Computing and Computer-Assisted …, 2019
Dual-view joint estimation of left ventricular ejection fraction with uncertainty modelling in echocardiograms
D Behnami, Z Liao, H Girgis, C Luong, R Rohling, K Gin, T Tsang, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2019
Methods for Understanding and Improving Deep Learning Classification Models
Z Liao
Medical Data Inquiry Using a Question Answering Model
Z Liao, L Liu, Q Wu, D Teney, C Shen, A van den Hengel, J Verjans
2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 1490-1493, 2020
Ultrasonic image analysis
P Abolmaesumi, R Rohling, T Tsang, Z Liao, A Abdi
US Patent App. 16/557,261, 2020
Closed-loop deep vision
G Carneiro, Z Liao, TJ Chin
2013 International Conference on Digital Image Computing: Techniques and …, 2013
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