Zhibin Liao
Zhibin Liao
Australian Institute for Machine Learning, University of Adelaide
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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 40 (3), 879-890, 2020
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
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
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
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
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, 1027-1037, 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
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
Pairwise relation learning for semi-supervised gland segmentation
Y Xie, J Zhang, Z Liao, J Verjans, C Shen, Y Xia
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020
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
CEUR-WS, 2020
Echocardiography segmentation by quality translation using anatomically constrained cyclegan
MH Jafari, Z Liao, H Girgis, M Pesteie, R Rohling, K Gin, T Tsang, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 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, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019
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
Efficientseg: A simple but efficient solution to myocardial pathology segmentation challenge
J Zhang, Y Xie, Z Liao, J Verjans, Y Xia
Myocardial Pathology Segmentation Combining Multi-Sequence Cardiac Magnetic …, 2020
Echocardiography view classification using quality transfer star generative adversarial networks
Z Liao, MH Jafari, H Girgis, K Gin, R Rohling, P Abolmaesumi, T Tsang
Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019
Human-AI interactive and continuous sensemaking: A case study of image classification using scribble attention maps
H Shen, K Liao, Z Liao, J Doornberg, M Qiao, A Van Den Hengel, ...
Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing …, 2021
Automated estimation of echocardiogram image quality in hospitalized patients
C Luong, Z Liao, A Abdi, H Girgis, R Rohling, K Gin, J Jue, D Yeung, ...
The International Journal of Cardiovascular Imaging 37, 229-239, 2021
Intra-and inter-pair consistency for semi-supervised gland segmentation
Y Xie, J Zhang, Z Liao, J Verjans, C Shen, Y Xia
IEEE Transactions on Image Processing 31, 894-905, 2021
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