Generalised wasserstein dice score for imbalanced multi-class segmentation using holistic convolutional networks L Fidon, W Li, LC Garcia-Peraza-Herrera, J Ekanayake, N Kitchen, ... International MICCAI Brainlesion Workshop, 64-76, 2017 | 129 | 2017 |
Toolnet: holistically-nested real-time segmentation of robotic surgical tools LC Garcia-Peraza-Herrera, W Li, L Fidon, C Gruijthuijsen, A Devreker, ... 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2017 | 106 | 2017 |
Real-Time Segmentation of Non-Rigid Surgical Tools based on Deep Learning and Tracking LC Garcia-Peraza-Herrera, W Li, C Gruijthuijsen, A Devreker, G Attilakos, ... CARE Workshop, MICCAI 2016, 2016 | 91 | 2016 |
2017 Robotic Instrument Segmentation Challenge M Allan, A Shvets, T Kurmann, Z Zhang, R Duggal, YH Su, N Rieke, ... Submitted to Medical Image Analysis, 2019 | 73 | 2019 |
Artificial intelligence for the real-time classification of intrapapillary capillary loop patterns in the endoscopic diagnosis of early oesophageal squamous cell carcinoma: A … M Everson, LCGP Herrera, W Li, IM Luengo, O Ahmad, M Banks, ... United European gastroenterology journal 7 (2), 297-306, 2019 | 55 | 2019 |
Scalable multimodal convolutional networks for brain tumour segmentation L Fidon, W Li, LC Garcia-Peraza-Herrera, J Ekanayake, N Kitchen, ... MICCAI 2017, 2017 | 52 | 2017 |
Comparative evaluation of instrument segmentation and tracking methods in minimally invasive surgery S Bodenstedt, M Allan, A Agustinos, X Du, L Garcia-Peraza-Herrera, ... arXiv preprint arXiv:1805.02475, 2018 | 39 | 2018 |
Real-time mosaicing of fetoscopic videos using SIFT P Daga, F Chadebecq, DI Shakir, LCGP Herrera, M Tella, G Dwyer, ... Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and …, 2016 | 31 | 2016 |
Fluidic actuation for intra-operative in situ imaging A Devreker, B Rosa, A Desjardins, EJ Alles, LC Garcia-Peraza, E Maneas, ... IEEE/RSJ International Conference on Intelligent Robots and Systems - IROS 2015, 2015 | 20 | 2015 |
Retrospective head motion estimation in structural brain MRI with 3D CNNs JE Iglesias, G Lerma-Usabiaga, LC Garcia-Peraza-Herrera, S Martinez, ... MICCAI 2017, 2017 | 19 | 2017 |
Intrapapillary capillary loop classification in magnification endoscopy: open dataset and baseline methodology LC García-Peraza-Herrera, M Everson, L Lovat, HP Wang, WL Wang, ... International journal of computer assisted radiology and surgery 15 (4), 651-659, 2020 | 14 | 2020 |
Interpretable fully convolutional classification of intrapapillary capillary loops for real-time detection of early squamous neoplasia LC Garcia-Peraza-Herrera, M Everson, W Li, I Luengo, L Berger, ... arXiv preprint arXiv:1805.00632, 2018 | 8 | 2018 |
Image compositing for segmentation of surgical tools without manual annotations LC Garcia-Peraza-Herrera, L Fidon, C D’Ettorre, D Stoyanov, ... IEEE transactions on medical imaging 40 (5), 1450-1460, 2021 | 7 | 2021 |
Incompressible image registration using divergence-conforming B-splines L Fidon, M Ebner, LC Garcia-Peraza-Herrera, M Modat, S Ourselin, ... International Conference on Medical Image Computing and Computer-Assisted …, 2019 | 4 | 2019 |
A clinically interpretable convolutional neural network for the real-time prediction of early squamous cell cancer of the esophagus: comparing diagnostic performance with a … MA Everson, L Garcia-Peraza-Herrera, HP Wang, CT Lee, CS Chung, ... Gastrointestinal Endoscopy 94 (2), 273-281, 2021 | 3 | 2021 |
Robotic Endoscope Control Via Autonomous Instrument Tracking C Gruijthuijsen, LC Garcia-Peraza-Herrera, G Borghesan, D Reynaerts, ... Frontiers in Robotics and AI 9, 2022 | 1 | 2022 |
GIFT-Grab: Real-time C++ and Python multi-channel video capture, processing and encoding API IS Dzhoshkun, LC García-Peraza-Herrera, P Daga, T Doel, MJ Clarkson, ... Journal of Open Research Software, 2017 | 1 | 2017 |
Accessible Digital Ophthalmoscopy Based on Liquid-Lens Technology C Bergeles, P Berthet-Rayne, P McCormac, LC Garcia-Peraza-Herrera, ... MICCAI 2015, 571-578, 2015 | 1 | 2015 |
Motion correction of angiography images for 3D reconstruction of coronary arteries B Shi, GPHL Carlos, A Kapoor, MA Gulsun, T Passerini, T Mansi US Patent US11151732B2, 2021 | | 2021 |
Deep Learning for Real-time Image Understanding in Endoscopic Vision LC García Peraza Herrera UCL (University College London), 2021 | | 2021 |