Christopher Bowles

Publication Activity (10 Years)

Years Active: 2011-2019
Publications (10 Years): 11

Top Topics

Discriminative Methods

Lesion Segmentation

Top Venues

Medical Imaging: Image Processing

Publications

Rahman Attar, Marco Pereañez, Christopher Bowles, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi
3D Cardiac Shape Prediction with Deep Neural Networks: Simultaneous Use of Images and Patient Metadata. MICCAI (2) (2019)
Le Zhang, Marco Pereañez, Christopher Bowles, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi
Missing Slice Imputation in Population CMR Imaging via Conditional Generative Adversarial Nets. MICCAI (2) (2019)
Rahman Attar, Marco Pereañez, Christopher Bowles, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi
3D Cardiac Shape Prediction with Deep Neural Networks: Simultaneous Use of Images and Patient Metadata. CoRR (2019)
Le Zhang, Marco Pereañez, Christopher Bowles, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi
Unsupervised Standard Plane Synthesis in Population Cine MRI via Cycle-Consistent Adversarial Networks. MICCAI (2) (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)
Christopher Bowles, Roger N. Gunn, Alexander Hammers, Daniel Rueckert
GANsfer Learning: Combining labelled and unlabelled data for GAN based data augmentation. CoRR (2018)
Christopher Bowles, Roger N. Gunn, Alexander Hammers, Daniel Rueckert
Modelling the progression of Alzheimer's disease in MRI using generative adversarial networks. Medical Imaging: Image Processing (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)
Chen Qin, Ricardo Guerrero Moreno, Christopher Bowles, Christian Ledig, Philip Scheltens, Frederik Barkhof, Hanneke Rhodius-Meester, Betty M. Tijms, Afina W. Lemstra, Wiesje M. van der Flier, Ben Glocker, Daniel Rueckert
A Semi-supervised Large Margin Algorithm for White Matter Hyperintensity Segmentation. MLMI@MICCAI (2016)
Christopher Bowles, Chen Qin, Christian Ledig, Ricardo Guerrero, Roger N. Gunn, Alexander Hammers, Eleni Sakka, David Alexander Dickie, Maria del C. Valdés Hernández, Natalie A. Royle, Joanna M. Wardlaw, Hanneke Rhodius-Meester, Betty M. Tijms, Afina W. Lemstra, Wiesje M. van der Flier, Frederik Barkhof, Philip Scheltens, Daniel Rueckert
Pseudo-healthy Image Synthesis for White Matter Lesion Segmentation. SASHIMI@MICCAI (2016)
Christopher Bowles, Niamh C. Nowlan, Tayyib T. A. Hayat, Christina Malamateniou, Mary A. Rutherford, Joseph V. Hajnal, Daniel Rueckert, Bernhard Kainz
Machine learning for the automatic localisation of foetal body parts in cine-MRI scans. Medical Imaging: Image Processing (2015)
Christopher Bowles, James Hogan
Weighted tree kernels for sequence analysis. ESANN (2014)
Tony Bernardin, Eric S. Cowgill, Oliver Kreylos, Christopher Bowles, Peter Gold, Bernd Hamann, Louise H. Kellogg
Crusta: A new virtual globe for real-time visualization of sub-meter digital topography at planetary scales. Comput. Geosci. 37 (1) (2011)