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Zhibin Liao
Zhibin Liao
School of Computer and Mathematical Sciences, University of Adelaide
Dirección de correo verificada de adelaide.edu.au - Página principal
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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
997*2020
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
972018
A deep convolutional neural network module that promotes competition of multiple-size filters
Z Liao, G Carneiro
Pattern Recognition 71, 94-105, 2017
93*2017
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
842016
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
632018
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
592019
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
552019
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
402019
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
402019
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
392020
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
332018
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
322021
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
272021
Development and external validation of automated detection, classification, and localization of ankle fractures: inside the black box of a convolutional neural network (CNN)
J Prijs, Z Liao, MS To, J Verjans, PC Jutte, V Stirler, J Olczak, M Gordon, ...
European Journal of Trauma and Emergency Surgery 49 (2), 1057-1069, 2023
242023
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
242019
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
222019
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
212021
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
212020
CNN attention guidance for improved orthopedics radiographic fracture classification
Z Liao, K Liao, H Shen, MF Van Boxel, J Prijs, RL Jaarsma, JN Doornberg, ...
IEEE journal of biomedical and health informatics 26 (7), 3139-3150, 2022
202022
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
182019
El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.
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