Liang Chen

Publication Activity (10 Years)

Years Active: 2015-2020
Publications (10 Years): 11

Top Topics

Multiple Instance

Groupwise Registration

Image Synthesis

Top Venues

Pattern Recognit.

Medical Image Anal.

Publications

Aydan Gasimova, Gavin Seegoolam, Liang Chen, Paul Bentley, Daniel Rueckert
Spatial Semantic-Preserving Latent Space Learning for Accelerated DWI Diagnostic Report Generation. MICCAI (7) (2020)
Liang Chen, Paul Bentley, Kensaku Mori, Kazunari Misawa, Michitaka Fujiwara, Daniel Rueckert
Intelligent Image Synthesis to Attack a Segmentation CNN Using Adversarial Learning. SASHIMI@MICCAI (2019)
Liang Chen, Paul Bentley, Kensaku Mori, Kazunari Misawa, Michitaka Fujiwara, Daniel Rueckert
Intelligent image synthesis to attack a segmentation CNN using adversarial learning. CoRR (2019)
Liang Chen, Paul Bentley, Kensaku Mori, Kazunari Misawa, Michitaka Fujiwara, Daniel Rueckert
Self-supervised learning for medical image analysis using image context restoration. Medical Image Anal. 58 (2019)
Chen Qin, Ricardo Guerrero, Christopher Bowles, Liang Chen, David Alexander Dickie, Maria del C. Valdés Hernández, Joanna M. Wardlaw, Daniel Rueckert
A large margin algorithm for automated segmentation of white matter hyperintensity. Pattern Recognit. 77 (2018)
Liang Chen, Paul Bentley, Kensaku Mori, Kazunari Misawa, Michitaka Fujiwara, Daniel Rueckert
DRINet for Medical Image Segmentation. IEEE Trans. Medical Imaging 37 (11) (2018)
Christopher Bowles, Liang Chen, Ricardo Guerrero, Paul Bentley, Roger N. Gunn, Alexander Hammers, David Alexander Dickie, Maria del C. Valdés Hernández, Joanna M. Wardlaw, Daniel Rueckert
GAN Augmentation: Augmenting Training Data using Generative Adversarial Networks. CoRR (2018)
Jo Schlemper, Ozan Oktay, Liang Chen, Jacqueline Matthew, Caroline L. Knight, Bernhard Kainz, Ben Glocker, Daniel Rueckert
Attention-Gated Networks for Improving Ultrasound Scan Plane Detection. CoRR (2018)
Tong Tong, Qinquan Gao, Ricardo Guerrero, Christian Ledig, Liang Chen, Daniel Rueckert
A Novel Grading Biomarker for the Prediction of Conversion From Mild Cognitive Impairment to Alzheimer's Disease. IEEE Trans. Biomed. Eng. 64 (1) (2017)
Oskar Maier, Bjoern H. Menze, Janina von der Gablentz, Levin Häni, Mattias P. Heinrich, Matthias Liebrand, Stefan Winzeck, Abdul Basit, Paul Bentley, Liang Chen, Daan Christiaens, Francis Dutil, Karl Egger, Chaolu Feng, Ben Glocker, Michael Götz, Tom Haeck, Hanna-Leena Halme, Mohammad Havaei, Khan M. Iftekharuddin, Pierre-Marc Jodoin, et al.
ISLES 2015 - A public evaluation benchmark for ischemic stroke lesion segmentation from multispectral MRI. Medical Image Anal. 35 (2017)
Tong Tong, Katherine R. Gray, Qinquan Gao, Liang Chen, Daniel Rueckert
Multi-modal classification of Alzheimer's disease using nonlinear graph fusion. Pattern Recognit. 63 (2017)
Liang Chen, Tong Tong, Chin Pang Ho, Rajiv Patel, David A. Cohen, Angela C. Dawson, Omid Halse, Olivia Geraghty, Paul E. M. Rinne, Christopher J. White, Tagore Nakornchai, Paul Bentley, Daniel Rueckert
Identification of Cerebral Small Vessel Disease Using Multiple Instance Learning. MICCAI (1) (2015)
Tong Tong, Katherine R. Gray, Qinquan Gao, Liang Chen, Daniel Rueckert
Nonlinear Graph Fusion for Multi-modal Classification of Alzheimer's Disease. MLMI (2015)