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 | 181 | 2017 |
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 | 160 | 2019 |
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 | 158 | 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 | 121 | 2016 |
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 | 76 | 2019 |
Scalable multimodal convolutional networks for brain tumour segmentation L Fidon, W Li, LC Garcia-Peraza-Herrera, J Ekanayake, N Kitchen, ... MICCAI 2017, 2017 | 67 | 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 | 65 | 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 | 35 | 2016 |
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 | 32 | 2021 |
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 | 29 | 2015 |
Robotic endoscope control via autonomous instrument tracking C Gruijthuijsen, LC Garcia-Peraza-Herrera, G Borghesan, D Reynaerts, ... Frontiers in Robotics and AI 9, 832208, 2022 | 27 | 2022 |
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 | 25 | 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, 651-659, 2020 | 23 | 2020 |
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 | 14 | 2021 |
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 | 10 | 2018 |
Lovit: Long video transformer for surgical phase recognition Y Liu, M Boels, LC Garcia-Peraza-Herrera, T Vercauteren, P Dasgupta, ... arXiv preprint arXiv:2305.08989, 2023 | 8 | 2023 |
SegMatch: A semi-supervised learning method for surgical instrument segmentation M Wei, C Budd, LC Garcia-Peraza-Herrera, R Dorent, M Shi, ... arXiv preprint arXiv:2308.05232, 2023 | 4 | 2023 |
Rapid and robust endoscopic content area estimation: A lean GPU-based pipeline and curated benchmark dataset C Budd, LC Garcia-Peraza Herrera, M Huber, S Ourselin, T Vercauteren Computer Methods in Biomechanics and Biomedical Engineering: Imaging …, 2023 | 4 | 2023 |
Incompressible image registration using divergence-conforming B-splines L Fidon, M Ebner, LC Garcia-Peraza-Herrera, M Modat, S Ourselin, ... Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019 | 4 | 2019 |
Hyperspectral image segmentation: a preliminary study on the Oral and Dental Spectral Image Database (ODSI-DB) LC Garcia Peraza Herrera, C Horgan, S Ourselin, M Ebner, T Vercauteren Computer Methods in Biomechanics and Biomedical Engineering: Imaging …, 2023 | 2 | 2023 |