Colin Brown | Computer Vision Scientist | wrnch





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Recent Publications

Title1–20Cited byYear
Structural network analysis of brain development in young preterm neonates
CJ Brown, SP Miller, BG Booth, S Andrews, V Chau, KJ Poskitt, ...
Neuroimage 101, 667-680, 2014
292014
Prediction of motor function in very preterm infants using connectome features and local synthetic instances
CJ Brown, SP Miller, BG Booth, KJ Poskitt, V Chau, AR Synnes, ...
International Conference on Medical Image Computing and Computer-Assisted ..., 2015
102015
K-confidence: Assessing uncertainty in tractography using K optimal paths
CJ Brown, BG Booth, G Hamarneh
Biomedical Imaging (ISBI), 2013 IEEE 10th International Symposium on, 250-253, 2013
62013
BrainNetCNN: Convolutional neural networks for brain networks; towards predicting neurodevelopment
J Kawahara, CJ Brown, SP Miller, BG Booth, V Chau, RE Grunau, ...
NeuroImage 146, 1038-1049, 2017
52017
STEAM—Statistical template estimation for abnormality mapping: A personalized DTI analysis technique with applications to the screening of preterm infants
BG Booth, SP Miller, CJ Brown, KJ Poskitt, V Chau, RE Grunau, ...
NeuroImage 125, 705-723, 2016
52016
Uncertainty in tractography via tract confidence regions
CJ Brown, BG Booth, G Hamarneh
Computational Diffusion MRI and Brain Connectivity, 129-138, 2014
42014
Nonlinear multiscale regularisation in MR elastography: Towards fine feature mapping
E Barnhill, L Hollis, I Sack, J Braun, PR Hoskins, P Pankaj, C Brown, ...
Medical image analysis 35, 133-145, 2017
32017
Predictive subnetwork extraction with structural priors for infant connectomes
CJ Brown, SP Miller, BG Booth, JG Zwicker, RE Grunau, AR Synnes, ...
International Conference on Medical Image Computing and Computer-Assisted ..., 2016
22016
Machine learning on human connectome data from MRI
CJ Brown, G Hamarneh
arXiv preprint arXiv:1611.08699, 2016
12016
Validation of non-rigid point-set registration methods using a porcine bladder pelvic phantom
R Zakariaee, G Hamarneh, CJ Brown, I Spadinger
Physics in Medicine and Biology 61 (2), 2016
12016
MR elastography measurement of the effect of passive warmup prior to eccentric exercise on thigh muscle mechanical properties
P Kennedy, LJ Macgregor, E Barnhill, CL Johnson, M Perrins, A Hunter, ...
Journal of Magnetic Resonance Imaging, 2017
 2017
Bladder accumulated dose in image-guided high-dose-rate brachytherapy for locally advanced cervical cancer and its relation to urinary toxicity
R Zakariaee, G Hamarneh, CJ Brown, M Gaudet, C Aquino-Parsons, ...
Physics in medicine and biology 61 (24), 8408, 2016
 2016
Can Bladder Late Complications Be Predicted in Cervical Cancer HDR Brachytherapy?
R Zakariaee, C Aquino-Parsons, G Hamarneh, CJ Brown, M Gaudet, ...
Brachytherapy 15, S94, 2016
 2016
Too many cooks spoil the broth: assessing which combination of terrain attributes best serves habitat mapping
V Lecours, R Devillers, C Brown, A Simms, V Lucieer, E Edinger
Geohab, 1-33, 2016
 2016
Supplementary Data: Validation of non-rigid point-set registration methods using a porcine bladder pelvic phantom
R Zakariaee, G Hamarneh, CJ Brown, I Spadinger
 2015
The GeoHab Backscatter Working Group: definition of guidelines and recommendations for seafloor backscatter measurements by hydrographic multibeam echosounders
X Lurton, G Lamarche, C Brown, E Heffron, V Lucieer, G Rice, A Schimel, ...
ICES Symposium: Marine Ecosystem Acoustics-Observing the Ocean Interior in ..., 2015
 2015
Working toward guidelines and recommendations for backscatter measurements by seafloor mapping multibeam echosounders–the GeoHab backscatter working group
E Heffron, X Lurton, G Lamarche, C Brown, V Lucieer, G Rice, A Schimel, ...
US Hydro 2015 Conference, 1-9, 2015
 2015
Estimation of Bladder-Wall Cumulative Dose in Multi-Fraction Image-Based Gynaecological Brachytherapy Using Deformable Point Set Registration
R Zakariaee, CJ Brown, G Hamarneh, CA Parsons, I Spadinger
Medical Physics 41 (8), 3-3, 2014
 2014
A Method to Estimate the Spatial Distribution of Bladder Hot Spots in Image-Guided Intracavitary Brachytherapy of Cervical Cancer
R Zakariaee, M Gaudet, R Dubash, C Parsons, CJ Brown, I Spadinger
Brachytherapy 13, S88, 2014
 2014
Method and apparatus for detecting anatomical elements
MR Rezaee, TOP Andrew, C Brown, G Hamarneh
US Patent App. 14/032,791, 2013
 2013