Liang Chen

19 papers Journal 13Unranked 5
YearRankTypeTitle / Venue / Authors
2024 J jnl
Deep learning biomarker of chronometric and biological ischemic stroke lesion age from unenhanced CT.
npj Digit. Medicine
Adam Marcus, Grant Mair, Liang Chen, Charles Hallett, Claudia Ghezzou Cuervas-Mons, Dylan Roi, Daniel Rueckert, Paul Bentley
2022 J jnl
Enhancing MR image segmentation with realistic adversarial data augmentation.
Medical Image Anal.
Chen Chen, Chen Qin, Cheng Ouyang, Zeju Li, Shuo Wang, Huaqi Qiu, Liang Chen, Giacomo Tarroni, Wenjia Bai, Daniel Rueckert
2021 J jnl
Enhancing MR Image Segmentation with Realistic Adversarial Data Augmentation.
CoRR
Chen Chen, Chen Qin, Cheng Ouyang, Shuo Wang, Huaqi Qiu, Liang Chen, Giacomo Tarroni, Wenjia Bai, Daniel Rueckert
2020 — conf
Realistic Adversarial Data Augmentation for MR Image Segmentation.
MICCAI (1)
Chen Chen, Chen Qin, Huaqi Qiu, Cheng Ouyang, Shuo Wang, Liang Chen, Giacomo Tarroni, Wenjia Bai, Daniel Rueckert
2020 J jnl
Realistic Adversarial Data Augmentation for MR Image Segmentation.
CoRR
Chen Chen, Chen Qin, Huaqi Qiu, Cheng Ouyang, Shuo Wang, Liang Chen, Giacomo Tarroni, Wenjia Bai, Daniel Rueckert
2020 — conf
Spatial Semantic-Preserving Latent Space Learning for Accelerated DWI Diagnostic Report Generation.
MICCAI (7)
Aydan Gasimova, Gavin Seegoolam, Liang Chen, Paul Bentley, Daniel Rueckert
2019 — conf
Intelligent Image Synthesis to Attack a Segmentation CNN Using Adversarial Learning.
SASHIMI@MICCAI
Liang Chen, Paul Bentley, Kensaku Mori, Kazunari Misawa, Michitaka Fujiwara, Daniel Rueckert
2019 J jnl
Intelligent image synthesis to attack a segmentation CNN using adversarial learning.
CoRR
Liang Chen, Paul Bentley, Kensaku Mori, Kazunari Misawa, Michitaka Fujiwara, Daniel Rueckert
2019 J jnl
Self-supervised learning for medical image analysis using image context restoration.
Medical Image Anal.
Liang Chen, Paul Bentley, Kensaku Mori, Kazunari Misawa, Michitaka Fujiwara, Daniel Rueckert
2018 J jnl
A large margin algorithm for automated segmentation of white matter hyperintensity.
Pattern Recognit.
Chen Qin, Ricardo Guerrero, Christopher Bowles, Liang Chen, David Alexander Dickie, Maria del C. Valdés Hernández, Joanna M. Wardlaw, Daniel Rueckert
2018 J jnl
Attention-Gated Networks for Improving Ultrasound Scan Plane Detection.
CoRR
Jo Schlemper, Ozan Oktay, Liang Chen, Jacqueline Matthew, Caroline L. Knight, Bernhard Kainz, Ben Glocker, Daniel Rueckert
2018 J jnl
DRINet for Medical Image Segmentation.
IEEE Trans. Medical Imaging
Liang Chen, Paul Bentley, Kensaku Mori, Kazunari Misawa, Michitaka Fujiwara, Daniel Rueckert
2018 J jnl
GAN Augmentation: Augmenting Training Data using Generative Adversarial Networks.
CoRR
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
2018 — —
Machine learning in medical image analysis.
Liang Chen
2017 J jnl
A Novel Grading Biomarker for the Prediction of Conversion From Mild Cognitive Impairment to Alzheimer's Disease.
IEEE Trans. Biomed. Eng.
Tong Tong, Qinquan Gao, Ricardo Guerrero, Christian Ledig, Liang Chen, Daniel Rueckert
2017 J jnl
ISLES 2015 - A public evaluation benchmark for ischemic stroke lesion segmentation from multispectral MRI.
Medical Image Anal.
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.
2017 J jnl
Multi-modal classification of Alzheimer's disease using nonlinear graph fusion.
Pattern Recognit.
Tong Tong, Katherine R. Gray, Qinquan Gao, Liang Chen, Daniel Rueckert
2015 — conf
Identification of Cerebral Small Vessel Disease Using Multiple Instance Learning.
MICCAI (1)
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
2015 — conf
Nonlinear Graph Fusion for Multi-modal Classification of Alzheimer's Disease.
MLMI
Tong Tong, Katherine R. Gray, Qinquan Gao, Liang Chen, Daniel Rueckert