Chengjia Wang

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 42

Top Topics

Unsupervised Learning

Grand Challenge

Image Registration

Particle Swarm Optimizer

Top Venues

IEEE Trans. Ind. Informatics

Publications

Qi Wu, Chengjia Wang, Xiaohui Li, Guangxing Wu, Marta Vallejo, Ruixuan Wang
Audio-Aided Learning Framework for Image Classification with Limited Training Images. ICASSP (2024)
Giorgos Papanastasiou, Nikolaos Dikaios, Jiahao Huang, Chengjia Wang, Guang Yang
Is Attention all You Need in Medical Image Analysis? A Review. IEEE J. Biomed. Health Informatics 28 (3) (2024)
Chengjia Wang, Heye Zhang, Georgios Papanastasiou, Guang Yang
Editorial: Advances in machine learning methods facilitating collaborative image-based decision making for neuroscience. Frontiers Comput. Neurosci. 17 (2023)
Chengjia Wang, Giorgos Papanastasiou
Explainable unsupervised multi-modal image registration using deep networks. CoRR (2023)
Giorgos Papanastasiou, Nikolaos Dikaios, Jiahao Huang, Chengjia Wang, Guang Yang
Is attention all you need in medical image analysis? A review. CoRR (2023)
Tianliang Yao, Chengjia Wang, Xinyi Wang, Xiang Li, Zhaolei Jiang, Peng Qi
Enhancing percutaneous coronary intervention with heuristic path planning and deep-learning-based vascular segmentation. Comput. Biol. Medicine 166 (2023)
Chengjia Wang, Guang Yang, Giorgos Papanastasiou
Unsupervised Image Registration Towards Enhancing Performance and Explainability in Cardiac And Brain Image Analysis. CoRR (2022)
Xiaodan Xing, Jiahao Huang, Yang Nan, Yinzhe Wu, Chengjia Wang, Zhifan Gao, Simon Walsh, Guang Yang
: A Controllable and Simultaneous Synthesizer of Images and Annotations with Minimal Human Intervention. CoRR (2022)
Chengjia Wang, Guang Yang, Giorgos Papanastasiou
Unsupervised Image Registration towards Enhancing Performance and Explainability in Cardiac and Brain Image Analysis. Sensors 22 (6) (2022)
Bingcai Sun, Chengjia Wang, Jinrui Deng, Ying Zhang, Xueqi Wang
Deep Dynamic-Range Compression of Infrared Video Camera. CICAI (1) (2022)
Qinghao Ye, Yuan Gao, Weiping Ding, Zhangming Niu, Chengjia Wang, Yinghui Jiang, Minhao Wang, Evandro Fei Fang, Wade Menpes-Smith, Jun Xia, Guang Yang
Robust weakly supervised learning for COVID-19 recognition using multi-center CT images. Appl. Soft Comput. 116 (2022)
Xiaodan Xing, Jiahao Huang, Yang Nan, Yinzhe Wu, Chengjia Wang, Zhifan Gao, Simon Walsh, Guang Yang
: A Controllable and Simultaneous Synthesizer of Images and Annotations with Minimal Human Intervention. MICCAI (8) (2022)
Jingyu Hao, Chengjia Wang, Guang Yang, Zhifan Gao, Jinglin Zhang, Heye Zhang
Annealing Genetic GAN for Imbalanced Web Data Learning. IEEE Trans. Multim. 24 (2022)
Qinghao Ye, Yuan Gao, Weiping Ding, Zhangming Niu, Chengjia Wang, Yinghui Jiang, Minhao Wang, Evandro Fei Fang, Wade Menpes-Smith, Jun Xia, Guang Yang
Robust Weakly Supervised Learning for COVID-19 Recognition Using Multi-Center CT Images. CoRR (2021)
Agisilaos Chartsias, Giorgos Papanastasiou, Chengjia Wang, Scott Semple, David E. Newby, Rohan Dharmakumar, Sotirios A. Tsaftaris
Disentangle, Align and Fuse for Multimodal and Semi-Supervised Image Segmentation. IEEE Trans. Medical Imaging 40 (3) (2021)
Chengjia Wang, Guang Yang, Giorgos Papanastasiou
FIRE: Unsupervised bi-directional inter- and intra-modality registration using deep networks. CBMS (2021)
Tian Xia, Agisilaos Chartsias, Chengjia Wang, Sotirios A. Tsaftaris, Alzheimer's Disease Neuroimaging Initiative
Learning to synthesise the ageing brain without longitudinal data. Medical Image Anal. 73 (2021)
Chengjia Wang, Guang Yang, Giorgos Papanastasiou, Heye Zhang, Joel J. P. C. Rodrigues, Victor Hugo C. de Albuquerque
Industrial Cyber-Physical Systems-Based Cloud IoT Edge for Federated Heterogeneous Distillation. IEEE Trans. Ind. Informatics 17 (8) (2021)
Chengjia Wang, Guang Yang, Giorgos Papanastasiou, Sotirios A. Tsaftaris, David E. Newby, Calum D. Gray, Gillian Macnaught, Tom J. MacGillivray
DiCyc: GAN-based deformation invariant cross-domain information fusion for medical image synthesis. Inf. Fusion 67 (2021)
Giorgos Papanastasiou, Mark A. Rodrigues, Chengjia Wang, Kerstin Heurling, Christophe Lucatelli, Rustam Al-Shahi Salman, Joanna M. Wardlaw, Edwin J. R. van Beek, Gerard Thompson
F-flutemetamol uptake in cerebral amyloid angiopathy using a reduced PET-MR acquisition time: Proof of concept. NeuroImage 225 (2021)
Haochuan Jiang, Chengjia Wang, Agisilaos Chartsias, Sotirios A. Tsaftaris
Max-Fusion U-Net for Multi-Modal Pathology Segmentation with Attention and Dynamic Resampling. CoRR (2020)
Ming Li, Chengjia Wang, Heye Zhang, Guang Yang
MV-RAN: Multiview recurrent aggregation network for echocardiographic sequences segmentation and full cardiac cycle analysis. Comput. Biol. Medicine 120 (2020)
Jingyu Hao, Chengjia Wang, Heye Zhang, Guang Yang
Annealing Genetic GAN for Minority Oversampling. BMVC (2020)
Haochuan Jiang, Chengjia Wang, Agisilaos Chartsias, Sotirios A. Tsaftaris
Max-Fusion U-Net for Multi-modal Pathology Segmentation with Attention and Dynamic Resampling. MyoPS@MICCAI (2020)
Jingyu Hao, Chengjia Wang, Heye Zhang, Guang Yang
Annealing Genetic GAN for Minority Oversampling. CoRR (2020)
Yifeng Guo, Chengjia Wang, Heye Zhang, Guang Yang
Deep Attentive Wasserstein Generative Adversarial Networks for MRI Reconstruction with Recurrent Context-Awareness. CoRR (2020)
Chengjia Wang, Shizhou Dong, Xiaofeng Zhao, Giorgos Papanastasiou, Heye Zhang, Guang Yang
SaliencyGAN: Deep Learning Semisupervised Salient Object Detection in the Fog of IoT. IEEE Trans. Ind. Informatics 16 (4) (2020)
Yifeng Guo, Chengjia Wang, Heye Zhang, Guang Yang
Deep Attentive Wasserstein Generative Adversarial Networks for MRI Reconstruction with Recurrent Context-Awareness. MICCAI (2) (2020)
Agisilaos Chartsias, Giorgos Papanastasiou, Chengjia Wang, Scott Semple, David E. Newby, Rohan Dharmakumar, Sotirios A. Tsaftaris
Disentangle, align and fuse for multimodal and zero-shot image segmentation. CoRR (2019)
Chengjia Wang, Giorgos Papanastasiou, Sotirios A. Tsaftaris, Guang Yang, Calum D. Gray, David E. Newby, Gillian Macnaught, Tom J. MacGillivray
TPSDicyc: Improved Deformation Invariant Cross-domain Medical Image Synthesis. MLMIR@MICCAI (2019)
Chengjia Wang, Keith A. Goatman, James P. Boardman, Erin Beveridge, David E. Newby, Scott I. Semple
Distance Oriented Particle Swarm Optimizer for Brain Image Registration. IEEE Access 7 (2019)
Xiahai Zhuang, Lei Li, Christian Payer, Darko Stern, Martin Urschler, Mattias P. Heinrich, Julien Oster, Chunliang Wang, Örjan Smedby, Cheng Bian, Xin Yang, Pheng-Ann Heng, Aliasghar Mortazi, Ulas Bagci, Guanyu Yang, Chenchen Sun, Gaetan Galisot, Jean-Yves Ramel, Thierry Brouard, Qianqian Tong, Weixin Si, Xiangyun Liao, Guodong Zeng, Zenglin Shi, Guoyan Zheng, Chengjia Wang, Tom J. MacGillivray, David E. Newby, Kawal S. Rhode, Sébastien Ourselin, Raad Mohiaddin, Jennifer Keegan, David N. Firmin, Guang Yang
Evaluation of Algorithms for Multi-Modality Whole Heart Segmentation: An Open-Access Grand Challenge. CoRR (2019)
Chengjia Wang, Giorgos Papanastasiou, Agisilaos Chartsias, Grzegorz Jacenkow, Sotirios A. Tsaftaris, Heye Zhang
FIRE: Unsupervised bi-directional inter-modality registration using deep networks. CoRR (2019)
Ming Li, Weiwei Zhang, Guang Yang, Chengjia Wang, Heye Zhang, Huafeng Liu, Wei Zheng, Shuo Li
Recurrent Aggregation Learning for Multi-view Echocardiographic Sequences Segmentation. MICCAI (2) (2019)
Ming Li, Weiwei Zhang, Guang Yang, Chengjia Wang, Heye Zhang, Huafeng Liu, Wei Zheng, Shuo Li
Recurrent Aggregation Learning for Multi-View Echocardiographic Sequences Segmentation. CoRR (2019)
Tian Xia, Agisilaos Chartsias, Chengjia Wang, Sotirios A. Tsaftaris
Learning to synthesise the ageing brain without longitudinal data. CoRR (2019)
Agisilaos Chartsias, Giorgos Papanastasiou, Chengjia Wang, Colin Stirrat, Scott Semple, David E. Newby, Rohan Dharmakumar, Sotirios A. Tsaftaris
Multimodal Cardiac Segmentation Using Disentangled Representation Learning. STACOM@MICCAI (2019)
Chengjia Wang, Gillian Macnaught, Giorgos Papanastasiou, Tom J. MacGillivray, David E. Newby
Unsupervised learning for cross-domain medical image synthesis using deformation invariant cycle consistency networks. CoRR (2018)
Chengjia Wang, Tom J. MacGillivray, Gillian Macnaught, Guang Yang, David E. Newby
A two-stage 3D Unet framework for multi-class segmentation on full resolution image. CoRR (2018)
Chengjia Wang, Keith A. Goatman, James P. Boardman, Erin Beveridge, David E. Newby, Scott Semple
A Distance Oriented Kalman Filter Particle Swarm Optimizer Applied to Multi-Modality Image Registration. CoRR (2018)
Chengjia Wang, Gillian Macnaught, Giorgos Papanastasiou, Tom J. MacGillivray, David E. Newby
Unsupervised Learning for Cross-Domain Medical Image Synthesis Using Deformation Invariant Cycle Consistency Networks. SASHIMI@MICCAI (2018)
Chengjia Wang, Tom J. MacGillivray, Gillian Macnaught, Guang Yang, David E. Newby
A Two-Stage U-Net Model for 3D Multi-class Segmentation on Full-Resolution Cardiac Data. STACOM@MICCAI (2018)
Chengjia Wang, Keith A. Goatman, Tom J. MacGillivray, Erin Beveridge, Yolanda G. Sourgia Koutraki, James P. Boardman, Colin Stirrat, Sarah A. Sparrow, Emma Moore, Rozi Paraky, Shirjel Alam, Marc R. Dweck, Calvin Chin, Calum D. Gray, David E. Newby, Scott Semple
Automatic multi-parametric MR registration method using mutual information based on adaptive asymmetric k-means binning. ISBI (2015)