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Causal Machine Learning for Healthcare and Precision Medicine


May 31, 2022
Pedro Sanchez, Jeremy P. Voisey, Tian Xia, Hannah I. Watson, Alison Q. ONeil, Sotirios A. Tsaftaris

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* 19 pages, 4 figures, 1 table 

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Adversarial Counterfactual Augmentation: Application in Alzheimer's Disease Classification


Mar 15, 2022
Tian Xia, Pedro Sanchez, Chen Qin, Sotirios A. Tsaftaris

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Augmented Reality and Robotics: A Survey and Taxonomy for AR-enhanced Human-Robot Interaction and Robotic Interfaces


Mar 07, 2022
Ryo Suzuki, Adnan Karim, Tian Xia, Hooman Hedayati, Nicolai Marquardt

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* CHI 2022 

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Advancing COVID-19 Diagnosis with Privacy-Preserving Collaboration in Artificial Intelligence


Nov 18, 2021
Xiang Bai, Hanchen Wang, Liya Ma, Yongchao Xu, Jiefeng Gan, Ziwei Fan, Fan Yang, Ke Ma, Jiehua Yang, Song Bai, Chang Shu, Xinyu Zou, Renhao Huang, Changzheng Zhang, Xiaowu Liu, Dandan Tu, Chuou Xu, Wenqing Zhang, Xi Wang, Anguo Chen, Yu Zeng, Dehua Yang, Ming-Wei Wang, Nagaraj Holalkere, Neil J. Halin, Ihab R. Kamel, Jia Wu, Xuehua Peng, Xiang Wang, Jianbo Shao, Pattanasak Mongkolwat, Jianjun Zhang, Weiyang Liu, Michael Roberts, Zhongzhao Teng, Lucian Beer, Lorena Escudero Sanchez, Evis Sala, Daniel Rubin, Adrian Weller, Joan Lasenby, Chuangsheng Zheng, Jianming Wang, Zhen Li, Carola-Bibiane Schönlieb, Tian Xia

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* Nature Machine Intelligence 

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Deep Multi-attribute Graph Representation Learning on Protein Structures


Dec 22, 2020
Tian Xia, Wei-Shinn Ku

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Pseudo-healthy synthesis with pathology disentanglement and adversarial learning


May 05, 2020
Tian Xia, Agisilaos Chartsias, Sotirios A. Tsaftaris

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* This paper has been accepted by Medical Image Analysis 

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AlignTTS: Efficient Feed-Forward Text-to-Speech System without Explicit Alignment


Mar 04, 2020
Zhen Zeng, Jianzong Wang, Ning Cheng, Tian Xia, Jing Xiao

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* will be presented in ICASSP 2020 

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Learning to synthesise the ageing brain without longitudinal data


Dec 12, 2019
Tian Xia, Agisilaos Chartsias, Chengjia Wang, Sotirios A. Tsaftaris

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