| TorchIO: a Python library for efficient loading, preprocessing, augmentation and patch-based sampling of medical images in deep learning F Pérez-García, R Sparks, S Ourselin Computer Methods and Programs in Biomedicine 208, 106236, 2021 | 531 | 2021 |
| Accuracy of intracranial electrode placement for stereoelectroencephalography: A systematic review and meta‐analysis VN Vakharia, R Sparks, AG O'keeffe, R Rodionov, A Miserocchi, ... Epilepsia 58 (6), 921-932, 2017 | 147 | 2017 |
| Association of Piriform Cortex Resection With Surgical Outcomes in Patients With Temporal Lobe Epilepsy M Galovic, I Baudracco, E Wright-Goff, G Pillajo, P Nachev, ... JAMA neurology 76 (6), 690-700, 2019 | 105 | 2019 |
| Co-occurring gland angularity in localized subgraphs: predicting biochemical recurrence in intermediate-risk prostate cancer patients G Lee, R Sparks, S Ali, NNC Shih, MD Feldman, E Spangler, T Rebbeck, ... PloS one 9 (5), e97954, 2014 | 88 | 2014 |
| Automated trajectory planning for laser interstitial thermal therapy in mesial temporal lobe epilepsy VN Vakharia, R Sparks, K Li, AG O'Keeffe, A Miserocchi, AW McEvoy, ... Epilepsia 59 (4), 814-824, 2018 | 66 | 2018 |
| Utility of 3D multimodality imaging in the implantation of intracranial electrodes in epilepsy M Nowell, R Rodionov, G Zombori, R Sparks, G Winston, J Kinghorn, ... Epilepsia 56 (3), 403-413, 2015 | 66 | 2015 |
| Explicit shape descriptors: Novel morphologic features for histopathology classification R Sparks, A Madabhushi Medical image analysis 17 (8), 997-1009, 2013 | 66 | 2013 |
| System and method for computer-assisted planning of a trajectory for a surgical insertion into a skull S Ourselin, G Zombori, M Nowell, R Sparks, J Duncan, R Rodionov, ... US Patent App. 15/308,165, 2017 | 52 | 2017 |
| Automated multiple trajectory planning algorithm for the placement of stereo-electroencephalography (SEEG) electrodes in epilepsy treatment R Sparks, G Zombori, R Rodionov, M Nowell, SB Vos, MA Zuluaga, ... International journal of computer assisted radiology and surgery 12 (1), 123-136, 2017 | 52 | 2017 |
| Comparison of computer-assisted planning and manual planning for depth electrode implantations in epilepsy M Nowell, R Sparks, G Zombori, A Miserocchi, R Rodionov, B Diehl, ... Journal of neurosurgery 124 (6), 1820-1828, 2016 | 46 | 2016 |
| Identifying in vivo DCE MRI markers associated with microvessel architecture and gleason grades of prostate cancer A Singanamalli, M Rusu, RE Sparks, NNC Shih, A Ziober, LP Wang, ... Journal of Magnetic Resonance Imaging 43 (1), 149-158, 2016 | 45 | 2016 |
| Statistical shape model for manifold regularization: Gleason grading of prostate histology R Sparks, A Madabhushi Computer Vision and Image Understanding 117 (9), 1138-1146, 2013 | 45 | 2013 |
| Computer-assisted planning for the insertion of stereoelectroencephalography electrodes for the investigation of drug-resistant focal epilepsy: an external validation study VN Vakharia, R Sparks, R Rodionov, SB Vos, C Dorfer, J Miller, D Nilsson, ... Journal of neurosurgery 130 (2), 601-610, 2018 | 43 | 2018 |
| Anatomy-driven multiple trajectory planning (ADMTP) of intracranial electrodes for epilepsy surgery R Sparks, V Vakharia, R Rodionov, SB Vos, B Diehl, T Wehner, ... International journal of computer assisted radiology and surgery 12 (8 …, 2017 | 37 | 2017 |
| Out-of-sample extrapolation utilizing semi-supervised manifold learning (OSE-SSL): content based image retrieval for histopathology images R Sparks, A Madabhushi Scientific reports 6 (1), 27306, 2016 | 37 | 2016 |
| Optimizing Trajectories for Cranial Laser Interstitial Thermal Therapy Using Computer-Assisted Planning: A Machine Learning Approach K Li, VN Vakharia, R Sparks, LGS França, A Granados, AW McEvoy, ... Neurotherapeutics 16 (1), 182-191, 2019 | 33 | 2019 |
| Fully automated prostate magnetic resonance imaging and transrectal ultrasound fusion via a probabilistic registration metric R Sparks, BN Bloch, E Feleppa, D Barratt, A Madabhushi Medical Imaging 2013: Image-Guided Procedures, Robotic Interventions, and …, 2013 | 33 | 2013 |
| Stereoelectroencephalography electrode placement: Detection of blood vessel conflicts K Li, VN Vakharia, R Sparks, R Rodionov, SB Vos, AW McEvoy, ... Epilepsia 60 (9), 1942-1948, 2019 | 29 | 2019 |
| Automatic segmentation of stereoelectroencephalography (SEEG) electrodes post-implantation considering bending A Granados, V Vakharia, R Rodionov, M Schweiger, SB Vos, AG O’Keeffe, ... International journal of computer assisted radiology and surgery 13, 935-946, 2018 | 29 | 2018 |
| A pipeline for 3D multimodality image integration and computer-assisted planning in epilepsy surgery M Nowell, R Rodionov, G Zombori, R Sparks, M Rizzi, S Ourselin, ... JoVE (Journal of Visualized Experiments), e53450, 2016 | 29 | 2016 |
