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Unsupervised detection of mouse behavioural anomalies using two-stream convolutional autoencoders

May 28, 2021
Ezechukwu I Nwokedi, Rasneer S Bains, Luc Bidaut, Sara Wells, Xujiong Ye, James M Brown

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DR-Unet104 for Multimodal MRI brain tumor segmentation

Nov 04, 2020
Jordan Colman, Lei Zhang, Wenting Duan, Xujiong Ye

* Part of the Multimodal Brain Tumor Segmentation 2020 Challenge conference proceedings 

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MRI Brain Tumor Segmentation using Random Forests and Fully Convolutional Networks

Sep 13, 2019
Mohammadreza Soltaninejad, Lei Zhang, Tryphon Lambrou, Guang Yang, Nigel Allinson, Xujiong Ye

* Soltaninejad, M., Zhang, L., Lambrou, T., Yang, G., Allinson, N. and Ye, X., 2017. MRI brain tumor segmentation using random forests and fully convolutional networks. In Proceeding of 2017 International MICCAI BraTS Challenge, pp. 279-283 
* Published in the pre-conference proceeding of "2017 International MICCAI BraTS Challenge" 

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A hybrid model for predicting human physical activity status from lifelogging data

May 26, 2019
Ji Ni, Bowei Chen, Nigel M. Allinson, Xujiong Ye

* 13 pages, paper accepted by European Journal of Operational Research 

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Automatic individual pig detection and tracking in surveillance videos

Dec 12, 2018
Lei Zhang, Helen Gray, Xujiong Ye, Lisa Collins, Nigel Allinson

* 19 pages, 10 figures, 3 tables 

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Fully Automatic Segmentation and Objective Assessment of Atrial Scars for Longstanding Persistent Atrial Fibrillation Patients Using Late Gadolinium-Enhanced MRI

May 26, 2017
Guang Yang, Xiahai Zhuang, Habib Khan, Shouvik Haldar, Eva Nyktari, Lei Li, Rick Wage, Xujiong Ye, Greg Slabaugh, Raad Mohiaddin, Tom Wong, Jennifer Keegan, David Firmin

* 39 pages, 8 figure, 2 tables, submitted to MRM journal 

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Deep De-Aliasing for Fast Compressive Sensing MRI

May 19, 2017
Simiao Yu, Hao Dong, Guang Yang, Greg Slabaugh, Pier Luigi Dragotti, Xujiong Ye, Fangde Liu, Simon Arridge, Jennifer Keegan, David Firmin, Yike Guo

* 15 pages, 5 figures 

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Multimodal MRI brain tumor segmentation using random forests with features learned from fully convolutional neural network

Apr 26, 2017
Mohammadreza Soltaninejad, Lei Zhang, Tryphon Lambrou, Nigel Allinson, Xujiong Ye

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