Common pitfalls and recommendations for using machine learning to detect and prognosticate for COVID-19 using chest radiographs and CT scans M Roberts, D Driggs, M Thorpe, J Gilbey, M Yeung, S Ursprung, ...
Nature Machine Intelligence 3 (3), 199-217, 2021
289 2021 Towards retrieving force feedback in robotic-assisted surgery: A supervised neuro-recurrent-vision approach AI Aviles, SM Alsaleh, JK Hahn, A Casals
IEEE transactions on haptics 10 (3), 431-443, 2017
77 * 2017 Tuning-free Plug-and-Play Proximal Algorithm for Inverse Imaging Problems K Wei, A Aviles-Rivero, J Liang, Y Fu, CB Schnlieb, H Huang
International Conference on Machine Learning (ICML), 2020
45 2020 Superpixel Contracted Graph-Based Learning for Hyperspectral Image Classification P Sellars, A Aviles-Rivero, CB Schönlieb
IEEE Transactions on Geoscience and Remote Sensing, 2020
35 2020 A recurrent neural network approach for 3d vision-based force estimation AI Aviles, A Marban, P Sobrevilla, J Fernandez, A Casals
2014 4th International Conference on Image Processing Theory, Tools and …, 2014
34 2014 GraphX AI Aviles-Rivero, N Papadakis, R Li, P Sellars, Q Fan, RT Tan, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2019
33 2019 Sensorless force estimation using a neuro-vision-based approach for robotic-assisted surgery AI Aviles, S Alsaleh, P Sobrevilla, A Casals
2015 7th International IEEE/EMBS Conference on Neural Engineering (NER), 86-89, 2015
25 2015 A deep-neuro-fuzzy approach for estimating the interaction forces in robotic surgery AI Aviles, SM Alsaleh, E Montseny, P Sobrevilla, A Casals
2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1113-1119, 2016
22 2016 Force-feedback sensory substitution using supervised recurrent learning for robotic-assisted surgery AI Aviles, SM Alsaleh, P Sobrevilla, A Casals
2015 37th Annual International Conference of the IEEE Engineering in …, 2015
22 2015 Automatic and robust single-camera specular highlight removal in cardiac images SM Alsaleh, AI Aviles, P Sobrevilla, A Casals, JK Hahn
2015 37th Annual International Conference of the IEEE Engineering in …, 2015
20 2015 RainFlow: Optical Flow under Rain Streaks and Rain Veiling Effect R Li, RT Tan, LF Cheong, AI Aviles-Rivero, Q Fan, CB Schönlieb
IEEE International Conference on Computer Vision (ICCV), 2019
17 2019 GraphXCOVID: explainable deep graph diffusion pseudo-labelling for identifying COVID-19 on chest X-rays AI Aviles-Rivero, P Sellars, CB Schönlieb, N Papadakis
Pattern Recognition, 108274, 2022
15 2022 Energy Models for Better Pseudo-Labels: Improving Semi-Supervised Classification with the 1-Laplacian Graph Energy AI Aviles-Rivero, N Papadakis, R Li, P Sellars, SM Alsaleh, RT Tan, ...
arXiv preprint arXiv:1906.08635, 2021
15 * 2021 Compressed sensing plus motion (CS+ M): a new perspective for improving undersampled MR image reconstruction AI Aviles-Rivero, N Debroux, G Williams, MJ Graves, CB Schönlieb
Medical Image Analysis, 101933, 2021
14 2021 Adaptive segmentation and mask-specific Sobolev inpainting of specular highlights for endoscopic images SM Alsaleh, AI Aviles, P Sobrevilla, A Casals, JK Hahn
2016 38th Annual International Conference of the IEEE Engineering in …, 2016
13 2016 Exploring the effects of dimensionality reduction in deep networks for force estimation in robotic-assisted surgery AI Aviles, S Alsaleh, P Sobrevilla, A Casals
Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and …, 2016
12 2016 Rethinking medical image reconstruction via shape prior, going deeper and faster: Deep joint indirect registration and reconstruction J Liu, AI Aviles-Rivero, H Ji, CB Schönlieb
Medical Image Analysis, 101930, 2020
9 2020 Towards estimating cardiac motion using low-rank representation and topology preservation for ultrafast ultrasound data AI Aviles, T Widlak, A Casals, H Ammari
2016 38th Annual International Conference of the IEEE Engineering in …, 2016
9 * 2016 Mirror, Mirror, on the Wall, Who's Got the Clearest Image of Them All?-A Tailored Approach to Single Image Reflection Removal D Heydecker, G Maierhofer, AI Aviles-Rivero, Q Fan, D Chen, ...
IEEE Transactions on Image Processing, 2019
8 2019 Towards robust specularity detection and inpainting in cardiac images SM Alsaleh, AI Aviles, P Sobrevilla, A Casals, J Hahn
Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and …, 2016
8 * 2016 
Carola-Bibiane SchönliebDAMTP, University of CambridgeEmail verificata su cam.ac.uk
