Implicit domain adaptation with conditional generative adversarial networks for depth prediction in endoscopy A Rau, PJE Edwards, OF Ahmad, P Riordan, M Janatka, LB Lovat, ... International journal of computer assisted radiology and surgery 14, 1167-1176, 2019 | 136 | 2019 |
ABCD neurocognitive prediction challenge 2019: Predicting individual fluid intelligence scores from structural MRI using probabilistic segmentation and kernel ridge regression A Mihalik, M Brudfors, M Robu, FS Ferreira, H Lin, A Rau, T Wu, ... Challenge in Adolescent Brain Cognitive Development Neurocognitive …, 2019 | 33 | 2019 |
Predicting visual overlap of images through interpretable non-metric box embeddings A Rau, G Garcia-Hernando, D Stoyanov, GJ Brostow, D Turmukhambetov Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020 | 18 | 2020 |
Bimodal camera pose prediction for endoscopy A Rau, B Bhattarai, L Agapito, D Stoyanov IEEE Transactions on Medical Robotics and Bionics, 2023 | 17 | 2023 |
ABCD Neurocognitive Prediction Challenge 2019: Predicting individual residual fluid intelligence scores from cortical grey matter morphology NP Oxtoby, FS Ferreira, A Mihalik, T Wu, M Brudfors, H Lin, A Rau, ... Challenge in Adolescent Brain Cognitive Development Neurocognitive …, 2019 | 12 | 2019 |
Tu1991 Artificial intelligence for real-time polyp localisation in colonoscopy withdrawal videos OF Ahmad, P Brandao, SS Sami, E Mazomenos, A Rau, R Haidry, R Vega, ... Gastrointestinal Endoscopy 89 (6), AB647, 2019 | 8 | 2019 |
SimCol3D-3D Reconstruction during Colonoscopy Challenge A Rau, S Bano, Y Jin, P Azagra, J Morlana, E Sanderson, BJ Matuszewski, ... arXiv preprint arXiv:2307.11261, 2023 | 4 | 2023 |
Artificial Intelligence Identifies Factors Associated with Blood Loss and Surgical Experience in Cholecystectomy JG Aklilu, MW Sun, S Goel, S Bartoletti, A Rau, G Olsen, KS Hung, ... NEJM AI 1 (2), AIoa2300088, 2024 | 2 | 2024 |
Task-Guided Domain Gap Reduction for Monocular Depth Prediction in Endoscopy A Rau, B Bhattarai, L Agapito, D Stoyanov MICCAI Workshop on Data Engineering in Medical Imaging, 111-122, 2023 | 2 | 2023 |
Depth-guided NeRF Training via Earth Mover's Distance A Rau, J Aklilu, FC Holsinger, S Yeung-Levy arXiv preprint arXiv:2403.13206, 2024 | 1 | 2024 |
Stain-free identification of tissue pathology using a generative adversarial network to infer nanomechanical signatures L Neary-Zajiczek, C Essmann, A Rau, S Bano, N Clancy, M Jansen, ... Nanoscale Advances 3 (22), 6403-6414, 2021 | 1 | 2021 |
OTU-04 Artificial intelligence for real-time polyp localisation in colonoscopy withdrawal videos OF Ahmad, P Brandao, SS Sami, E Mazomenos, A Rau, RJ Haidry, ... Gut 68 (Suppl 2), A2-A3, 2019 | 1 | 2019 |
Monocular 3D Reconstruction of the Colon Using CNNs Trained on Synthetic Data A Rau, F Chadebecq, D Stoyanov, P Riordan CRAS, 2018 | 1 | 2018 |
Computer Vision Foundation Models in Endoscopy: Proof of Concept in Oropharyngeal Cancer A Paderno, A Rau, N Bedi, P Bossi, G Mercante, C Piazza, FC Holsinger The Laryngoscope, 2024 | | 2024 |
Determining visual overlap of images by using box embeddings A Rau, G Garcia-Hernando, GJ Brostow, D Turmukhambetov US Patent App. 18/486,947, 2024 | | 2024 |
Robust Semi-supervised Detection of Hands in Diverse Open Surgery Environments P Vaid, S Yeung, A Rau Machine Learning for Healthcare Conference, 736-753, 2023 | | 2023 |
Determining visual overlap of images by using box embeddings A Rau, G Garcia-Hernando, GJ Brostow, D Turmukhambetov US Patent 11,836,965, 2023 | | 2023 |
Preface DEMI 2023: Data Engineering in Medical Imaging B Bhattarai, S Ali, A Rau, A Nguyen, A Namburete, R Caramalau, ... 1st MICCAI Workshop on Data Engineering in Medical Imaging, DEMI 2023, v, 2023 | | 2023 |
Data Engineering in Medical Imaging: First MICCAI Workshop, DEMI 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings B Bhattarai, S Ali, A Rau, A Nguyen, A Namburete, R Caramalau, ... Springer Nature, 2023 | | 2023 |
Learning-based depth and pose prediction for 3D scene reconstruction in endoscopy A Rau UCL (University College London), 2022 | | 2022 |