Spike sorting at sub-Nyquist rates. - Jose Caballero; Jose Antonio Uriguen; Simon R. Schultz; Pier Luigi Dragotti (ICASSP, 2012)

Dictionary Learning and Time Sparsity in Dynamic MRI. - Jose Caballero; Daniel Rueckert; Joseph V. Hajnal (MICCAI (1), 2012)

Cardiac Image Super-Resolution with Global Correspondence Using Multi-Atlas PatchMatch. - Wenzhe Shi; Jose Caballero; Christian Ledig; Xiahai Zhuang; Wenjia Bai; Kanwal K. Bhatia; Antonio M. Simoes Monteiro de Marvao; Tim Dawes; Declan P. O'Regan; Daniel Rueckert (MICCAI (3), 2013)

Application-Driven MRI: Joint Reconstruction and Segmentation from Undersampled MRI Data. - Jose Caballero; Wenjia Bai; Anthony N. Price; Daniel Rueckert; Joseph V. Hajnal (MICCAI (1), 2014)

Dictionary Learning and Time Sparsity for Dynamic MR Data Reconstruction. - Jose Caballero; Anthony N. Price; Daniel Rueckert; Joseph V. Hajnal (IEEE Trans. Medical Imaging, 2014)

Fast Reconstruction of Accelerated Dynamic MRI Using Manifold Kernel Regression. - Kanwal K. Bhatia; Jose Caballero; Anthony N. Price; Ying Sun 001; Joseph V. Hajnal; Daniel Rueckert (MICCAI (3), 2015)

Dictionaries for fast and informative dynamic MRI acquisition. - Jose Caballero (2015)

Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network. - Wenzhe Shi; Jose Caballero; Ferenc Huszar; Johannes Totz; Andrew P. Aitken; Rob Bishop; Daniel Rueckert; Zehan Wang (CVPR, 2016)

Multi-input Cardiac Image Super-Resolution Using Convolutional Neural Networks. - Ozan Oktay; Wenjia Bai; Matthew C. H. Lee; Ricardo Guerrero; Konstantinos Kamnitsas; Jose Caballero; Antonio de Marvao; Stuart A. Cook; Declan P. O'Regan; Daniel Rueckert (MICCAI (3), 2016)

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network. - Christian Ledig; Lucas Theis; Ferenc Huszar; Jose Caballero; Andrew P. Aitken; Alykhan Tejani; Johannes Totz; Zehan Wang; Wenzhe Shi (CoRR, 2016)

Is the deconvolution layer the same as a convolutional layer? - Wenzhe Shi; Jose Caballero; Lucas Theis; Ferenc Huszar; Andrew P. Aitken; Christian Ledig; Zehan Wang (CoRR, 2016)

Standardized Evaluation System for Left Ventricular Segmentation Algorithms in 3D Echocardiography. - Olivier Bernard 001; Johan G. Bosch; Brecht Heyde; Martino Alessandrini; Daniel Barbosa 001; Sorina Camarasu-Pop; Frederic Cervenansky; Sébastien Valette; Oana Mirea; Michel Bernier; Pierre-Marc Jodoin; Jaime Santo Domingos; et al. (IEEE Trans. Medical Imaging, 2016)

Real-Time Video Super-Resolution with Spatio-Temporal Networks and Motion Compensation. - Jose Caballero; Christian Ledig; Andrew P. Aitken; Alejandro Acosta; Johannes Totz; Zehan Wang; Wenzhe Shi (CVPR, 2017)

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network. - Christian Ledig; Lucas Theis; Ferenc Huszar; Jose Caballero; Andrew Cunningham; Alejandro Acosta; Andrew P. Aitken; Alykhan Tejani; Johannes Totz; Zehan Wang; Wenzhe Shi (CVPR, 2017)

Amortised MAP Inference for Image Super-resolution. - Casper Kaae Sønderby; Jose Caballero; Lucas Theis; Wenzhe Shi; Ferenc Huszár (ICLR, 2017)

A Deep Cascade of Convolutional Neural Networks for MR Image Reconstruction. - Jo Schlemper; Jose Caballero; Joseph V. Hajnal; Anthony N. Price; Daniel Rueckert (IPMI, 2017)

Checkerboard artifact free sub-pixel convolution: A note on sub-pixel convolution, resize convolution and convolution resize. - Andrew P. Aitken; Christian Ledig; Lucas Theis; Jose Caballero; Zehan Wang; Wenzhe Shi (CoRR, 2017)

Anatomically Constrained Neural Networks (ACNN): Application to Cardiac Image Enhancement and Segmentation. - Ozan Oktay; Enzo Ferrante; Konstantinos Kamnitsas; Mattias P. Heinrich; Wenjia Bai; Jose Caballero; Ricardo Guerrero; Stuart A. Cook; Antonio de Marvao; Timothy Dawes; Declan P. O'Regan; Bernhard Kainz; et al. (CoRR, 2017)

Frame Interpolation with Multi-Scale Deep Loss Functions and Generative Adversarial Networks. - Joost R. van Amersfoort; Wenzhe Shi; Alejandro Acosta; Francisco Massa; Johannes Totz; Zehan Wang; Jose Caballero (CoRR, 2017)

Anatomically Constrained Neural Networks (ACNNs): Application to Cardiac Image Enhancement and Segmentation. - Ozan Oktay; Enzo Ferrante; Konstantinos Kamnitsas; Mattias P. Heinrich; Wenjia Bai; Jose Caballero; Stuart A. Cook; Antonio de Marvao; Timothy Dawes; Declan P. O'Regan; Bernhard Kainz; Ben Glocker; et al. (IEEE Trans. Medical Imaging, 2018)

A Deep Cascade of Convolutional Neural Networks for Dynamic MR Image Reconstruction. - Jo Schlemper; Jose Caballero; Joseph V. Hajnal; Anthony N. Price; Daniel Rueckert (IEEE Trans. Medical Imaging, 2018)

Smile, Be Happy : ) Emoji Embedding for Visual Sentiment Analysis. - Ziad Al-Halah; Andrew P. Aitken; Wenzhe Shi; Jose Caballero (ICCV Workshops, 2019)

Deep Hashing using Entropy Regularised Product Quantisation Network. - Jo Schlemper; Jose Caballero; Andy Aitken; Joost R. van Amersfoort (CoRR, 2019)

Generalising Deep Learning MRI Reconstruction across Different Domains. - Cheng Ouyang; Jo Schlemper; Carlo Biffi; Gavin Seegoolam; Jose Caballero; Anthony N. Price; Joseph V. Hajnal; Daniel Rueckert (CoRR, 2019)

Data consistency networks for (calibration-less) accelerated parallel MR image reconstruction. - Jo Schlemper; Jinming Duan 001; Cheng Ouyang; Chen Qin; Jose Caballero; Joseph V. Hajnal; Daniel Rueckert (CoRR, 2019)

Convolutional Recurrent Neural Networks for Dynamic MR Image Reconstruction. - Chen Qin; Jo Schlemper; Jose Caballero; Anthony N. Price; Joseph V. Hajnal; Daniel Rueckert (IEEE Trans. Medical Imaging, 2019)