The multimodal brain tumor image segmentation benchmark (BRATS) BH Menze, A Jakab, S Bauer, J Kalpathy-Cramer, K Farahani, J Kirby, ... IEEE transactions on medical imaging 34 (10), 1993-2024, 2014 | 5487 | 2014 |
Evaluating intensity normalization on MRIs of human brain with multiple sclerosis M Shah, Y Xiao, N Subbanna, S Francis, DL Arnold, DL Collins, T Arbel Medical image analysis 15 (2), 267-282, 2011 | 218 | 2011 |
Supervised machine learning tools: a tutorial for clinicians LL Vercio, K Amador, JJ Bannister, S Crites, A Gutierrez, ME MacDonald, ... Journal of Neural Engineering 17 (6), 062001, 2020 | 98 | 2020 |
Hierarchical probabilistic Gabor and MRF segmentation of brain tumours in MRI volumes NK Subbanna, D Precup, DL Collins, T Arbel Medical Image Computing and Computer-Assisted Intervention–MICCAI 2013: 16th …, 2013 | 83 | 2013 |
Dual Gabor frames: theory and computational aspects T Werther, YC Eldar, NK Subbanna IEEE Transactions on Signal Processing 53 (11), 4147-4158, 2005 | 65 | 2005 |
Probabilistic multiple sclerosis lesion classification based on modeling regional intensity variability and local neighborhood information R Harmouche, NK Subbanna, DL Collins, DL Arnold, T Arbel IEEE transactions on Biomedical Engineering 62 (5), 1281-1292, 2014 | 51 | 2014 |
Iterative multilevel MRF leveraging context and voxel information for brain tumour segmentation in MRI N Subbanna, D Precup, T Arbel Proceedings of the IEEE conference on computer vision and pattern …, 2014 | 51 | 2014 |
MS lesion segmentation using Markov Random Fields N Subbanna, M Shah, SJ Francis, S Narayanan, DL Collins, DL Arnold, ... proceedings of international Conference on medical image computing and …, 2009 | 46 | 2009 |
Stroke lesion segmentation in FLAIR MRI datasets using customized Markov random fields NK Subbanna, D Rajashekar, B Cheng, G Thomalla, J Fiehler, T Arbel, ... Frontiers in neurology 10, 446260, 2019 | 28 | 2019 |
Probabilistic gabor and markov random fields segmentation of brain tumours in mri volumes N Subbanna, T Arbel Proc MICCAI Brain Tumor Segmentation Challenge (BRATS), 28-31, 2012 | 28 | 2012 |
IMaGe: iterative multilevel probabilistic graphical model for detection and segmentation of multiple sclerosis lesions in brain MRI N Subbanna, D Precup, D Arnold, T Arbel Information Processing in Medical Imaging: 24th International Conference …, 2015 | 23 | 2015 |
An analysis of the vulnerability of two common deep learning-based medical image segmentation techniques to model inversion attacks N Subbanna, M Wilms, A Tuladhar, ND Forkert Sensors 21 (11), 3874, 2021 | 15 | 2021 |
Lesion detection, segmentation and prediction in multiple sclerosis clinical trials A Doyle, C Elliott, Z Karimaghaloo, N Subbanna, DL Arnold, T Arbel Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2018 | 12 | 2018 |
Existence conditions for discrete noncanonical multiwindow Gabor schemes NK Subbanna, YY Zeevi IEEE transactions on signal processing 55 (10), 5113-5117, 2007 | 9 | 2007 |
Macromolecular sequence analysis using multiwindow Gabor representations NK Subbanna, YY Zeevi Signal processing 88 (4), 877-890, 2008 | 8 | 2008 |
Efficient Gabor expansion using non minimal dual Gabor windows NK Subbanna, YC Eldar Proceedings of the 2004 11th IEEE International Conference on Electronics …, 2004 | 5 | 2004 |
A fast algorithm for calculating the dual Gabor window with integer oversampling NK Subbanna, YC Eldar 2004 23rd IEEE Convention of Electrical and Electronics Engineers in Israel …, 2004 | 5 | 2004 |
Understanding privacy risks in typical deep learning models for medical image analysis N Subbanna, A Tuladhar, M Wilms, ND Forkert Medical Imaging 2021: Imaging Informatics for Healthcare, Research, and …, 2021 | 3 | 2021 |
Oversampling of the generalized multiwindow Gabor scheme NK Subbanna, YC Eldar, YY Zeevi submitted to SampTA 5, 2005 | 3 | 2005 |
Short-Term Forecasting of Electric Vehicle Load Using Time Series, Machine Learning, and Deep Learning Techniques G Vishnu, D Kaliyaperumal, PB Pati, A Karthick, N Subbanna, A Ghosh World Electric Vehicle Journal 14 (9), 266, 2023 | 2 | 2023 |