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Wenjia Bai

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M-FLAG: Medical Vision-Language Pre-training with Frozen Language Models and Latent Space Geometry Optimization

Jul 19, 2023
Che Liu, Sibo Cheng, Chen Chen, Mengyun Qiao, Weitong Zhang, Anand Shah, Wenjia Bai, Rossella Arcucci

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CHeart: A Conditional Spatio-Temporal Generative Model for Cardiac Anatomy

Jan 30, 2023
Mengyun Qiao, Shuo Wang, Huaqi Qiu, Antonio de Marvao, Declan P. O'Regan, Daniel Rueckert, Wenjia Bai

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The Extreme Cardiac MRI Analysis Challenge under Respiratory Motion (CMRxMotion)

Oct 12, 2022
Shuo Wang, Chen Qin, Chengyan Wang, Kang Wang, Haoran Wang, Chen Chen, Cheng Ouyang, Xutong Kuang, Chengliang Dai, Yuanhan Mo, Zhang Shi, Chenchen Dai, Xinrong Chen, He Wang, Wenjia Bai

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Mesh-based 3D Motion Tracking in Cardiac MRI using Deep Learning

Sep 05, 2022
Qingjie Meng, Wenjia Bai, Tianrui Liu, Declan P O'Regan, Daniel Rueckert

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Generative Modelling of the Ageing Heart with Cross-Sectional Imaging and Clinical Data

Aug 28, 2022
Mengyun Qiao, Berke Doga Basaran, Huaqi Qiu, Shuo Wang, Yi Guo, Yuanyuan Wang, Paul M. Matthews, Daniel Rueckert, Wenjia Bai

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Improved post-hoc probability calibration for out-of-domain MRI segmentation

Aug 04, 2022
Cheng Ouyang, Shuo Wang, Chen Chen, Zeju Li, Wenjia Bai, Bernhard Kainz, Daniel Rueckert

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Subject-Specific Lesion Generation and Pseudo-Healthy Synthesis for Multiple Sclerosis Brain Images

Aug 03, 2022
Berke Doga Basaran, Mengyun Qiao, Paul M. Matthews, Wenjia Bai

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MulViMotion: Shape-aware 3D Myocardial Motion Tracking from Multi-View Cardiac MRI

Jul 29, 2022
Qingjie Meng, Chen Qin, Wenjia Bai, Tianrui Liu, Antonio de Marvao, Declan P O'Regan, Daniel Rueckert

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Generative Myocardial Motion Tracking via Latent Space Exploration with Biomechanics-informed Prior

Jun 08, 2022
Chen Qin, Shuo Wang, Chen Chen, Wenjia Bai, Daniel Rueckert

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MaxStyle: Adversarial Style Composition for Robust Medical Image Segmentation

Jun 02, 2022
Chen Chen, Zeju Li, Cheng Ouyang, Matt Sinclair, Wenjia Bai, Daniel Rueckert

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