Zhibin Liao
Zhibin Liao
Australian Institute for Machine Learning, University of Adelaide
Verified email at adelaide.edu.au
Title
Cited by
Cited by
Year
Viral Pneumonia Screening on Chest X-rays Using Confidence-Aware Anomaly Detection
J Zhang, Y Xie, G Pang, Z Liao, J Verjans, W Li, Z Sun, J He, Y Li, C Shen, ...
IEEE transactions on medical imaging, 2020
140*2020
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
392016
Competitive multi-scale convolution
Z Liao, G Carneiro
arXiv preprint arXiv:1511.05635, 2015
342015
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
182018
A deep convolutional neural network module that promotes competition of multiple-size filters
Z Liao, G Carneiro
Pattern Recognition 71, 94-105, 2017
162017
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
102019
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
102018
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
92019
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
82019
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
82019
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
82018
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
52019
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
52018
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
42019
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
42015
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
32019
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
22020
Closed-loop deep vision
G Carneiro, Z Liao, TJ Chin
2013 International Conference on Digital Image Computing: Techniques and …, 2013
22013
Ultrasonic image analysis
P Abolmaesumi, R Rohling, T Tsang, Z Liao, A Abdi
US Patent 10,751,029, 2020
12020
Aiml at vqa-med 2020: Knowledge inference via a skeleton-based sentence mapping approach for medical domain visual question answering
Z Liao, Q Wu, C Shen, A van den Hengel, J Verjans
CLEF, 2020
12020
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