| On the limits of cross-domain generalization in automated X-ray prediction JP Cohen, M Hashir, R Brooks, H Bertrand Medical Imaging with Deep Learning, 136-155, 2020 | 151 | 2020 |
| TorchXRayVision: A library of chest X-ray datasets and models JP Cohen, JD Viviano, P Bertin, P Morrison, P Torabian, M Guarrera, ... International Conference on Medical Imaging with Deep Learning, 231-249, 2022 | 126 | 2022 |
| Fine-Tuning U-Net for Ultrasound Image Segmentation: Different Layers, Different Outcomes M Amiri, R Brooks, H Rivaz IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control 67 …, 2020 | 103 | 2020 |
| Two-stage ultrasound image segmentation using U-Net and test time augmentation M Amiri, R Brooks, B Behboodi, H Rivaz International journal of computer assisted radiology and surgery 15 (6), 981-988, 2020 | 103 | 2020 |
| Efficient generalisation and abstraction of network data using perceptual grouping RC Thomson, R Brooks Proceedings of the 5th International Conference on GeoComputation, 23-25, 2000 | 86 | 2000 |
| Exploiting perceptual grouping for map analysis, understanding and generalization: The case of road and river networks RC Thomson, R Brooks Graphics Recognition Algorithms and Applications, 148-157, 2002 | 79 | 2002 |
| Gifsplanation via Latent Shift: A Simple Autoencoder Approach to Counterfactual Generation for Chest X-rays JP Cohen, R Brooks, S En, E Zucker, A Pareek, M Lungren, A Chaudhari | 49* | 2021 |
| Generalisation of geographical networks RC Thomson, R Brooks Generalisation of Geographic Information: Cartographic Modelling and …, 2007 | 45 | 2007 |
| Fine tuning u-net for ultrasound image segmentation: Which layers? M Amiri, R Brooks, H Rivaz MICCAI Workshop on Domain Adaptation and Representation Transfer, 235-242, 2019 | 39 | 2019 |
| DeepAAA: clinically applicable and generalizable detection of abdominal aortic aneurysm using deep learning JT Lu, R Brooks, S Hahn, J Chen, V Buch, G Kotecha, KP Andriole, ... Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019 | 38 | 2019 |
| Virtual Reality Simulator Demonstrated Use in Neurosurgical Oncology DB Clarke, RCN D’Arcy, S Delorme, D Laroche, G Godin, SG Hajra, ... Surgical Innovation 20 (2), 190-197, 2013 | 36 | 2013 |
| Noninvasive Real-time Prostate Tracking Using a Transperineal Ultrasound Approach MC Abramowitz, E Bossart, R Flook, X Wu, R Brooks, M Lachaine, ... Proceedings of 54th ASTRO., 2012 | 29 | 2012 |
| Therapy control using motion prediction L Pishdad, RA Brooks US Patent App. 15/387,701, 2016 | 22 | 2016 |
| Generalizing inverse compositional and ESM image alignment R Brooks, T Arbel International Journal of Computer Vision 87, 191-212, 2010 | 22 | 2010 |
| Assessment of rigid registration quality measures in ultrasound-guided radiotherapy R Shams, Y Xiao, F Hébert, M Abramowitz, R Brooks, H Rivaz IEEE transactions on medical imaging 37 (2), 428-437, 2017 | 19 | 2017 |
| Quantification of the thoracic aorta and detection of aneurysm at CT: development and validation of a fully automatic methodology FB de Carvalho Macruz, C Lu, J Strout, A Takigami, R Brooks, S Doyle, ... Radiology: Artificial Intelligence 4 (2), 2022 | 18 | 2022 |
| Deformable ultrasound registration without reconstruction R Brooks, DL Collins, X Morandi, T Arbel Medical Image Computing and Computer-Assisted Intervention–MICCAI 2008: 11th …, 2008 | 18 | 2008 |
| A fast discriminant approach to active object recognition and pose estimation C Laporte, R Brooks, T Arbel Proceedings of the 17th International Conference on Pattern Recognition …, 2004 | 18 | 2004 |
| PRESENTATION-ENHANCED SOLID MECHANICAL SIMULATION V Mora, D Jiang, R Brooks, S Delorme US Patent App. 12/854,336, 2010 | 16 | 2010 |
| Breast lesion segmentation in ultrasound images with limited annotated data B Behboodi, M Amiri, R Brooks, H Rivaz 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 1834-1837, 2020 | 14 | 2020 |
Hassan RivazAssociate Professor, Concordia University Research ChairVerified email at encs.concordia.ca
