Research output per year
Research output per year
- 27 results
Search results
-
2023
Assessing informative tract segmentation and nTMS for pre-operative planning
Lucena, O., Lavrador, J. P., Irzan, H., Semedo, C., Borges, P., Vergani, F., Granados, A., Sparks, R., Ashkan, K. & Ourselin, S., 1 Aug 2023, In: Journal of Neuroscience Methods. 396, p. 109933 109933.Research output: Contribution to journal › Article › peer-review
Open Access -
2022
Informative and Reliable Tract Segmentation for Preoperative Planning
Lucena, O., Borges, P., Cardoso, J., Ashkan, K., Sparks, R. & Ourselin, S., 18 May 2022, In: Frontiers in Radiology. 2Research output: Contribution to journal › Article › peer-review
Open Access -
2021
A self-supervised learning strategy for postoperative brain cavity segmentation simulating resections
Pérez-García, F., Dorent, R., Rizzi, M., Cardinale, F., Frazzini, V., Navarro, V., Essert, C., Ollivier, I., Vercauteren, T., Sparks, R., Duncan, J. S. & Ourselin, S., Oct 2021, In: International Journal of Computer Assisted Radiology and Surgery. 16, 10, p. 1653-1661 9 p.Research output: Contribution to journal › Article › peer-review
Open Access7 Citations (Scopus) -
Enhancing the estimation of fiber orientation distributions using convolutional neural networks
Lucena, O., Vos, S. B., Vakharia, V., Duncan, J., Ashkan, K., Sparks, R. & Ourselin, S., Aug 2021, In: Computers in Biology and Medicine. 135, 104643.Research output: Contribution to journal › Article › peer-review
Open Access9 Citations (Scopus) -
TorchIO: A Python library for efficient loading, preprocessing, augmentation and patch-based sampling of medical images in deep learning
Pérez-García, F., Sparks, R. & Ourselin, S., Sept 2021, In: Computer Methods and Programs in Biomedicine. 208, 106236.Research output: Contribution to journal › Article › peer-review
Open Access161 Citations (Scopus) -
2020
A generative model of hyperelastic strain energy density functions for multiple tissue brain deformation
Granados, A., Perez-Garcia, F., Schweiger, M., Vakharia, V., Vos, S. B., Miserocchi, A., McEvoy, A. W., Duncan, J. S., Sparks, R. & Ourselin, S., 9 Nov 2020, (E-pub ahead of print) In: International Journal of Computer Assisted Radiology and Surgery.Research output: Contribution to journal › Article › peer-review
Open Access2 Citations (Scopus) -
Computer-assisted planning for minimally invasive anterior two-thirds laser corpus callosotomy: A feasibility study with probabilistic tractography validation: Automated laser callosotomy trajectory planning
Vakharia, V. N., Sparks, R. E., Vos, S. B., Bezchlibnyk, Y., Mehta, A. D., Willie, J. T., Wu, C., Sharan, A., Ourselin, S. & Duncan, J. S., 1 Jan 2020, In: NeuroImage: Clinical. 25, 102174.Research output: Contribution to journal › Article › peer-review
Open Access8 Citations (Scopus) -
Computer-Assisted Versus Manual Planning for Stereotactic Brain Biopsy: A Retrospective Comparative Pilot Study
Marcus, H. J., Vakharia, V. N., Sparks, R., Rodionov, R., Kitchen, N., McEvoy, A. W., Miserocchi, A., Thorne, L., Ourselin, S. & Duncan, J. S., 1 Apr 2020, In: Operative neurosurgery (Hagerstown, Md.). 18, 4, p. 417-422 6 p.Research output: Contribution to journal › Article › peer-review
10 Citations (Scopus) -
Refining Planning for Stereoelectroencephalography: A Prospective Validation of Spatial Priors for Computer-Assisted Planning With Application of Dynamic Learning
Vakharia, V. N., Sparks, R. E., Granados, A., Miserocchi, A., McEvoy, A. W., Ourselin, S. & Duncan, J. S., 17 Jul 2020, In: Frontiers in Neurology. 11, 706.Research output: Contribution to journal › Article › peer-review
Open Access4 Citations (Scopus) -
2019
Association of Piriform Cortex Resection With Surgical Outcomes in Patients With Temporal Lobe Epilepsy
Galovic, M., Baudracco, I., Wright-Goff, E., Pillajo, G., Nachev, P., Wandschneider, B., Woermann, F., Thompson, P., Baxendale, S., McEvoy, A. W., Nowell, M., Mancini, M., Vos, S. B., Winston, G. P., Sparks, R., Prados, F., Miserocchi, A., de Tisi, J., Van Graan, L. A., Rodionov, R., & 13 others, 11 Mar 2019, In: JAMA Neurology. 76, 6, p. 690-700 11 p.Research output: Contribution to journal › Article › peer-review
58 Citations (Scopus) -
Automated fiber tract reconstruction for surgery planning: Extensive validation in language-related white matter tracts
Mancini, M., Vos, S. B., Vakharia, V. N., O'Keeffe, A. G., Trimmel, K., Barkhof, F., Dorfer, C., Soman, S., Winston, G. P., Wu, C., Duncan, J. S., Sparks, R. & Ourselin, S., 28 May 2019, (E-pub ahead of print) In: NeuroImage: Clinical. 23, 9 p., 101883.Research output: Contribution to journal › Article › peer-review
Open AccessFile15 Citations (Scopus)137 Downloads (Pure) -
Computer-Assisted Planning for Stereoelectroencephalography (SEEG)
Vakharia, V. N., Sparks, R., Miserocchi, A., Vos, S. B., O’Keeffe, A., Rodionov, R., McEvoy, A. W., Ourselin, S. & Duncan, J. S., 1 Oct 2019, In: Neurotherapeutics. 16, 4, p. 1183-1197 15 p.Research output: Contribution to journal › Article › peer-review
Open Access15 Citations (Scopus) -
Computer-assisted planning for the insertion of stereoelectroencephalography electrodes for the investigation of drug-resistant focal epilepsy: an external validation study
Vakharia, V. N., Sparks, R., Rodionov, R., Vos, S. B., Dorfer, C., Miller, J., Nilsson, D., Tisdall, M., Wolfsberger, S., McEvoy, A. W., Miserocchi, A., Winston, G. P., O'Keeffe, A. G., Ourselin, S. & Duncan, J. S., Feb 2019, In: Journal of Neurosurgery. 130, 2, p. 601-610 10 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile21 Citations (Scopus)73 Downloads (Pure) -
Multicenter validation of automated trajectories for selective laser amygdalohippocampectomy
Vakharia, V. N., Sparks, R. E., Li, K., O'Keeffe, A. G., Pérez-García, F., França, L. G. S., Ko, A. L., Wu, C., Aronson, J. P., Youngerman, B. E., Sharan, A., McKhann, G., Ourselin, S. & Duncan, J. S., 1 Sept 2019, In: Epilepsia. 60, 9, p. 1949-1959 11 p.Research output: Contribution to journal › Article › peer-review
Open Access13 Citations (Scopus) -
Stereoelectroencephalography electrode placement: Detection of blood vessel conflicts
Li, K., Vakharia, V. N., Sparks, R., Rodionov, R., Vos, S. B., McEvoy, A. W., Miserocchi, A., Wang, M., Ourselin, S. & Duncan, J. S., 1 Sept 2019, In: Epilepsia. 60, 9, p. 1942-1948 7 p.Research output: Contribution to journal › Article › peer-review
Open Access17 Citations (Scopus) -
The Effect of Vascular Segmentation Methods on Stereotactic Trajectory Planning for Drug-Resistant Focal Epilepsy: A Retrospective Cohort Study
Vakharia, V. N., Sparks, R., Vos, S. B., McEvoy, A. W., Miserocchi, A., Ourselin, S. & Duncan, J. S., 1 Oct 2019, In: World Neurosurgery: X. 4, 100057.Research output: Contribution to journal › Article › peer-review
Open Access7 Citations (Scopus) -
2018
Automated trajectory planning for laser interstitial thermal therapy in mesial temporal lobe epilepsy
Vakharia, V. N., Sparks, R., Li, K., O'Keeffe, A. G., Miserocchi, A., McEvoy, A. W., Sperling, M. R., Sharan, A., Ourselin, S., Duncan, J. S. & Wu, C., Apr 2018, In: Epilepsia. 59, 4, p. 814-824 11 p.Research output: Contribution to journal › Article › peer-review
Open Access48 Citations (Scopus) -
Automatic segmentation of stereoelectroencephalography (SEEG) electrodes post-implantation considering bending
Granados, A., Vakharia, V., Rodionov, R., Schweiger, M., Vos, S. B., O’Keeffe, A. G., Li, K., Wu, C., Miserocchi, A., McEvoy, A. W., Clarkson, M. J., Duncan, J. S., Sparks, R. & Ourselin, S., Jun 2018, In: International Journal of Computer Assisted Radiology and Surgery. 13, 6, p. 935-946 12 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile24 Citations (Scopus)80 Downloads (Pure) -
Improving patient safety during introduction of novel medical devices through cumulative summation analysis
Vakharia, V. N., Rodionov, R., McEvoy, A. W., Miserocchi, A., Sparks, R., O’Keeffe, A. G., Ourselin, S. & Duncan, J. S., 16 Feb 2018, In: Journal of Neurosurgery. p. 1-7 7 p.Research output: Contribution to journal › Article › peer-review
12 Citations (Scopus) -
2017
Anatomy-driven multiple trajectory planning (ADMTP) of intracranial electrodes for epilepsy surgery
Sparks, R., Vakharia, V., Rodionov, R., Vos, S. B., Diehl, B., Wehner, T., Miserocchi, A., McEvoy, A. W., Duncan, J. S. & Ourselin, S., Aug 2017, In: International Journal of Computer Assisted Radiology and Surgery. 12, 8, p. 1245-1255 11 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile30 Citations (Scopus)67 Downloads (Pure) -
Automated multiple trajectory planning algorithm for the placement of stereo-electroencephalography (SEEG) electrodes in epilepsy treatment
Sparks, R., Zombori, G., Rodionov, R., Nowell, M., Vos, S. B., Zuluaga, M. A., Diehl, B., Wehner, T., Miserocchi, A., McEvoy, A. W., Duncan, J. S. & Ourselin, S., Jan 2017, In: International Journal of Computer Assisted Radiology and Surgery. 12, 1, p. 123-136 14 p.Research output: Contribution to journal › Article › peer-review
Open Access31 Citations (Scopus) -
Connecting Markov random fields and active contour models: application to gland segmentation and classification
Xu, J., Monaco, J. P., Sparks, R. & Madabhushi, A., 28 Mar 2017, In: Journal of Medical Imaging. 4, 2, p. 021107 1 p.Research output: Contribution to journal › Article › peer-review
4 Citations (Scopus) -
2016
A pipeline for 3D multimodality image integration and computer-assisted planning in epilepsy surgery
Nowell, M., Rodionov, R., Zombori, G., Sparks, R., Rizzi, M., Ourselin, S., Miserocchi, A., McEvoy, A. & Duncan, J., 20 May 2016, In: Journal of Visualized Experiments. 2016, 111, e53450.Research output: Contribution to journal › Article › peer-review
Open Access18 Citations (Scopus) -
Comparison of computer-assisted planning and manual planning for depth electrode implantations in epilepsy
Nowell, M., Sparks, R., Zombori, G., Miserocchi, A., Rodionov, R., Diehl, B., Wehner, T., Baio, G., Trevisi, G., Tisdall, M., Ourselin, S., McEvoy, A. W. & Duncan, J., 1 Jun 2016, In: Journal of Neurosurgery. 124, 6, p. 1820-1828 9 p.Research output: Contribution to journal › Article › peer-review
30 Citations (Scopus) -
Out-of-Sample Extrapolation utilizing Semi-Supervised Manifold Learning (OSE-SSL): Content Based Image Retrieval for Histopathology Images
Sparks, R. & Madabhushi, A., 6 Jun 2016, In: Scientific Reports. 6, 27306.Research output: Contribution to journal › Article › peer-review
Open Access -
2015
Utility of 3D multimodality imaging in the implantation of intracranial electrodes in epilepsy
Nowell, M., Rodionov, R., Zombori, G., Sparks, R., Winston, G., Kinghorn, J., Diehl, B., Wehner, T., Miserocchi, A., McEvoy, A. W., Ourselin, S. & Duncan, J., Mar 2015, In: Epilepsia. 56, 3, p. 403-413 11 p.Research output: Contribution to journal › Article › peer-review
Open Access43 Citations (Scopus) -
2014
Co-occurring gland angularity in localized subgraphs: Predicting biochemical recurrence in intermediate-risk prostate cancer patients
Lee, G., Sparks, R., Ali, S., Shih, N. N. C., Feldman, M. D., Spangler, E., Rebbeck, T., Tomaszewski, J. E. & Madabhushi, A., 29 May 2014, In: PLoS ONE. 9, 5, e97954.Research output: Contribution to journal › Article › peer-review
56 Citations (Scopus)