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David E. Newby
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2020 – today
- 2023
- [c10]Nipun Manral, Andrew Lin
, Caroline Park, Priscilla McElhinney, Aditya Killekar, Hidenari Matsumoto, Jacek Kwiecinski, Konrad Pieszko, Aryabod Razipour, Kajetan Grodecki, Mhairi Doris, Alan C. Kwan, Donghee Han, Keiichiro Kuronuma, Guadalupe Flores Tomasino, Evangelos Tzolos, Aakash D. Shanbhag, Markus Goeller, Mohamed Marwan, Sebastien Cadet, Stephen Achenbach, Stephen J. Nicholls, Dennis T. Wong, Daniel S. Berman, Marc R. Dweck, David E. Newby
Direct head-to-head comparison of convolutional long short-term memory and transformer networks for artificial Intelligence-based quantification of atherosclerotic plaque and stenosis from coronary CT angiography. Image Processing 2023 - 2022
- [i8]Simon Dahan, Hao Xu, Logan Z. J. Williams, Abdulah Fawaz, Chunhui Yang, Timothy S. Coalson, Michelle C. Williams, David E. Newby, A. David Edwards, Matthew F. Glasser, Alistair A. Young, Daniel Rueckert, Emma C. Robinson:
Surface Vision Transformers: Flexible Attention-Based Modelling of Biomedical Surfaces. CoRR abs/2204.03408 (2022) - 2021
- [j4]Chengjia Wang
DiCyc: GAN-based deformation invariant cross-domain information fusion for medical image synthesis. Inf. Fusion 67: 147-160 (2021) - [j3]Agisilaos Chartsias
Disentangle, Align and Fuse for Multimodal and Semi-Supervised Image Segmentation. IEEE Trans. Medical Imaging 40(3): 781-792 (2021) - [c9]Hao Xu, Steven A. Niederer, Steven E. Williams, David E. Newby
Whole Heart Anatomical Refinement from CCTA Using Extrapolation and Parcellation. FIMH 2021: 63-70
2010 – 2019
- 2019
- [j2]Chengjia Wang
Distance Oriented Particle Swarm Optimizer for Brain Image Registration. IEEE Access 7: 56016-56027 (2019) - [j1]Agisilaos Chartsias
Disentangled representation learning in cardiac image analysis. Medical Image Anal. 58 (2019) - [c8]Agisilaos Chartsias, Giorgos Papanastasiou
Multimodal Cardiac Segmentation Using Disentangled Representation Learning. STACOM@MICCAI 2019: 128-137 - [c7]Chengjia Wang, Giorgos Papanastasiou
TPSDicyc: Improved Deformation Invariant Cross-domain Medical Image Synthesis. MLMIR@MICCAI 2019: 245-254 - [i7]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 abs/1902.07880 (2019) - [i6]Agisilaos Chartsias, Thomas Joyce, Giorgos Papanastasiou, Michelle C. Williams, David E. Newby, Rohan Dharmakumar, Sotirios A. Tsaftaris:
Factorised Representation Learning in Cardiac Image Analysis. CoRR abs/1903.09467 (2019) - [i5]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 abs/1911.04417 (2019) - 2018
- [c6]Chengjia Wang, Gillian Macnaught, Giorgos Papanastasiou
Unsupervised Learning for Cross-Domain Medical Image Synthesis Using Deformation Invariant Cycle Consistency Networks. SASHIMI@MICCAI 2018: 52-60 - [c5]Chengjia Wang, Tom J. MacGillivray
A Two-Stage U-Net Model for 3D Multi-class Segmentation on Full-Resolution Cardiac Data. STACOM@MICCAI 2018: 191-199 - [c4]Agisilaos Chartsias, Thomas Joyce, Giorgos Papanastasiou
Factorised Spatial Representation Learning: Application in Semi-supervised Myocardial Segmentation. MICCAI (2) 2018: 490-498 - [i4]Agisilaos Chartsias, Thomas Joyce, Giorgos Papanastasiou, Scott Semple, Michelle C. Williams, David E. Newby, Rohan Dharmakumar, Sotirios A. Tsaftaris:
Factorised spatial representation learning: application in semi-supervised myocardial segmentation. CoRR abs/1803.07031 (2018) - [i3]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 abs/1803.07423 (2018) - [i2]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 abs/1804.04341 (2018) - [i1]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 abs/1808.03944 (2018) - 2017
- [c3]Giorgos Papanastasiou
Multidimensional Assessments of Abdominal Aortic Aneurysms by Magnetic Resonance Against Ultrasound Diameter Measurements. MIUA 2017: 133-143 - 2016
- [c2]Mathieu Rubeaux, Nikhil Joshi, Marc R. Dweck
Demons versus level-set motion registration for coronary 18F-sodium fluoride PET. Image Processing 2016: 97843Y - 2015
- [c1]Chengjia Wang, Keith A. Goatman
Automatic multi-parametric MR registration method using mutual information based on adaptive asymmetric k-means binning. ISBI 2015: 1089-1092
Coauthor Index
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