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Marcel Prastawa
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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
65362014
Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge
S Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ...
arXiv preprint arXiv:1811.02629, 2018
21592018
A brain tumor segmentation framework based on outlier detection
M Prastawa, E Bullitt, S Ho, G Gerig
Medical image analysis 8 (3), 275-283, 2004
8922004
Bach: Grand challenge on breast cancer histology images
G Aresta, T Araújo, S Kwok, SS Chennamsetty, M Safwan, V Alex, ...
Medical image analysis 56, 122-139, 2019
6832019
Regional gray matter growth, sexual dimorphism, and cerebral asymmetry in the neonatal brain
JH Gilmore, W Lin, MW Prastawa, CB Looney, YSK Vetsa, ...
Journal of Neuroscience 27 (6), 1255-1260, 2007
5542007
Automatic segmentation of MR images of the developing newborn brain
M Prastawa, JH Gilmore, W Lin, G Gerig
Medical image analysis 9 (5), 457-466, 2005
4312005
Automatic brain tumor segmentation by subject specific modification of atlas priors1
M Prastawa, E Bullitt, N Moon, K Van Leemput, G Gerig
Academic radiology 10 (12), 1341-1348, 2003
3152003
Morphometry of anatomical shape complexes with dense deformations and sparse parameters
S Durrleman, M Prastawa, N Charon, JR Korenberg, S Joshi, G Gerig, ...
NeuroImage 101, 35-49, 2014
3032014
Simulation of brain tumors in MR images for evaluation of segmentation efficacy
M Prastawa, E Bullitt, G Gerig
Medical image analysis 13 (2), 297-311, 2009
2142009
Neuroimaging of structural pathology and connectomics in traumatic brain injury: Toward personalized outcome prediction
A Irimia, B Wang, SR Aylward, MW Prastawa, DF Pace, G Gerig, ...
NeuroImage: Clinical 1 (1), 1-17, 2012
1572012
Identifying the best machine learning algorithms for brain tumor segmentation
S Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ...
progression assessment, and overall survival prediction in the BRATS …, 2018
1552018
Multi-modal image set registration and atlas formation
P Lorenzen, M Prastawa, B Davis, G Gerig, E Bullitt, S Joshi
Medical image analysis 10 (3), 440-451, 2006
1432006
Dark regions of no-reflow on late gadolinium enhancement magnetic resonance imaging result in scar formation after atrial fibrillation ablation
C McGann, E Kholmovski, J Blauer, S Vijayakumar, T Haslam, J Cates, ...
Journal of the American College of Cardiology 58 (2), 177-185, 2011
1382011
Artificial intelligence in neuropathology: deep learning-based assessment of tauopathy
M Signaevsky, M Prastawa, K Farrell, N Tabish, E Baldwin, N Han, ...
Laboratory Investigation 99 (7), 1019-1029, 2019
1142019
Regional characterization of longitudinal DT-MRI to study white matter maturation of the early developing brain
N Sadeghi, M Prastawa, PT Fletcher, J Wolff, JH Gilmore, G Gerig
Neuroimage 68, 236-247, 2013
1112013
Comparison of acute and chronic traumatic brain injury using semi-automatic multimodal segmentation of MR volumes
A Irimia, MC Chambers, JR Alger, M Filippou, MW Prastawa, B Wang, ...
Journal of Neurotrauma 28 (11), 2287-2306, 2011
752011
Synthetic ground truth for validation of brain tumor MRI segmentation
M Prastawa, E Bullitt, G Gerig
International Conference on Medical Image Computing and Computer-Assisted …, 2005
672005
Robust estimation for brain tumor segmentation
M Prastawa, E Bullitt, S Ho, G Gerig
International Conference on Medical Image Computing and Computer-Assisted …, 2003
662003
Effects of healthy aging measured by intracranial compartment volumes using a designed MR brain database
B Mortamet, D Zeng, G Gerig, M Prastawa, E Bullitt
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2005: 8th …, 2005
572005
Assessment of reliability of multi-site neuroimaging via traveling phantom study
S Gouttard, M Styner, M Prastawa, J Piven, G Gerig
International Conference on Medical Image Computing and Computer-Assisted …, 2008
542008
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