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Brent Munsell
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Early brain development in infants at high risk for autism spectrum disorder
HC Hazlett, H Gu, BC Munsell, SH Kim, M Styner, JJ Wolff, JT Elison, ...
Nature 542 (7641), 348-351, 2017
10582017
Scalable high-performance image registration framework by unsupervised deep feature representations learning
G Wu, M Kim, Q Wang, BC Munsell, D Shen
IEEE transactions on biomedical engineering 63 (7), 1505-1516, 2015
3332015
Detecting anatomical landmarks for fast Alzheimer’s disease diagnosis
J Zhang, Y Gao, Y Gao, BC Munsell, D Shen
IEEE transactions on medical imaging 35 (12), 2524-2533, 2016
1972016
Domain transfer learning for MCI conversion prediction
B Cheng, M Liu, D Zhang, BC Munsell, D Shen
IEEE Transactions on Biomedical Engineering 62 (7), 1805-1817, 2015
1872015
Evaluation of machine learning algorithms for treatment outcome prediction in patients with epilepsy based on structural connectome data
BC Munsell, CY Wee, SS Keller, B Weber, C Elger, LAT da Silva, ...
Neuroimage 118, 219-230, 2015
1692015
Hierarchical multi-atlas label fusion with multi-scale feature representation and label-specific patch partition
G Wu, M Kim, G Sanroma, Q Wang, BC Munsell, D Shen, ...
NeuroImage 106, 34-46, 2015
1112015
Deep learning applied to whole‐brain connectome to determine seizure control after epilepsy surgery
E Gleichgerrcht, B Munsell, S Bhatia, WA Vandergrift III, C Rorden, ...
Epilepsia 59 (9), 1643-1654, 2018
1092018
Person identification using full-body motion and anthropometric biometrics from kinect videos
BC Munsell, A Temlyakov, C Qu, S Wang
Computer Vision–ECCV 2012. Workshops and Demonstrations: Florence, Italy …, 2012
992012
Temporal lobe epilepsy surgical outcomes can be inferred based on structural connectome hubs: a machine learning study
E Gleichgerrcht, SS Keller, DL Drane, BC Munsell, KA Davis, E Kaestner, ...
Annals of neurology 88 (5), 970-983, 2020
822020
Two perceptually motivated strategies for shape classification
A Temlyakov, BC Munsell, JW Waggoner, S Wang
2010 IEEE computer society conference on computer vision and pattern …, 2010
792010
Clinical Sites. Data Coordinating Center. Image Processing Core. Statistical Analysis. Early brain development in infants at high risk for autism spectrum disorder
HC Hazlett, H Gu, BC Munsell, SH Kim, M Styner, JJ Wolff, JT Elison, ...
Nature 542 (7641), 348-351, 2017
712017
White matter connectomes at birth accurately predict cognitive abilities at age 2
JB Girault, BC Munsell, D Puechmaille, BD Goldman, JC Prieto, M Styner, ...
Neuroimage 192, 145-155, 2019
562019
Evaluating shape correspondence for statistical shape analysis: A benchmark study
BC Munsell, P Dalal, S Wang
IEEE Transactions on Pattern Analysis and Machine Intelligence 30 (11), 2023 …, 2008
562008
The ENIGMA‐Epilepsy working group: Mapping disease from large data sets
SM Sisodiya, CD Whelan, SN Hatton, K Huynh, A Altmann, M Ryten, ...
Human brain mapping 43 (1), 113-128, 2022
552022
A fast 3d correspondence method for statistical shape modeling
P Dalal, BC Munsell, S Wang, J Tang, K Oliver, H Ninomiya, X Zhou, ...
2007 IEEE Conference on computer vision and pattern recognition, 1-8, 2007
542007
Multi-modal classification of neurodegenerative disease by progressive graph-based transductive learning
Z Wang, X Zhu, E Adeli, Y Zhu, F Nie, B Munsell, G Wu
Medical image analysis 39, 218-230, 2017
532017
Artificial intelligence for classification of temporal lobe epilepsy with ROI-level MRI data: A worldwide ENIGMA-Epilepsy study
E Gleichgerrcht, BC Munsell, S Alhusaini, MKM Alvim, N Bargalló, ...
NeuroImage: Clinical 31, 102765, 2021
342021
Identifying disease-related subnetwork connectome biomarkers by sparse hypergraph learning
C Zu, Y Gao, B Munsell, M Kim, Z Peng, JR Cohen, D Zhang, G Wu
Brain imaging and behavior 13, 879-892, 2019
262019
Identifying high order brain connectome biomarkers via learning on hypergraph
C Zu, Y Gao, B Munsell, M Kim, Z Peng, Y Zhu, W Gao, D Zhang, D Shen, ...
Machine Learning in Medical Imaging: 7th International Workshop, MLMI 2016 …, 2016
262016
Fast multiple shape correspondence by pre-organizing shape instances
BC Munsell, A Temlyakov, S Wang
2009 IEEE Conference on Computer Vision and Pattern Recognition, 840-847, 2009
232009
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