| 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 | 39 | 2016 |
| Competitive multi-scale convolution Z Liao, G Carneiro arXiv preprint arXiv:1511.05635, 2015 | 34 | 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 | 18 | 2018 |
| A deep convolutional neural network module that promotes competition of multiple-size filters Z Liao, G Carneiro Pattern Recognition 71, 94-105, 2017 | 16 | 2017 |
| 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 | 10 | 2019 |
| 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 | 10 | 2018 |
| 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 | 9 | 2019 |
| 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 | 8 | 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 (6 …, 2019 | 8 | 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 | 8 | 2018 |
| 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 | 5 | 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 | 5 | 2018 |
| 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 | 4 | 2019 |
| 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 | 4 | 2015 |
| 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 | 3 | 2019 |
| 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 | 2 | 2020 |
| Closed-loop deep vision G Carneiro, Z Liao, TJ Chin 2013 International Conference on Digital Image Computing: Techniques and …, 2013 | 2 | 2013 |
| Ultrasonic image analysis P Abolmaesumi, R Rohling, T Tsang, Z Liao, A Abdi US Patent 10,751,029, 2020 | 1 | 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 CLEF, 2020 | 1 | 2020 |
Robert RohlingElectrical and Computer Engineering, University of British Columbia, V6T 1Z4Verified email at ece.ubc.ca
