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Kersten Petersen
Kersten Petersen
HeartFlow Inc
Email verificata su heartflow.com
Titolo
Citata da
Citata da
Anno
Deep feature learning for knee cartilage segmentation using a triplanar convolutional neural network
A Prasoon, K Petersen, C Igel, F Lauze, E Dam, M Nielsen
International conference on medical image computing and computer-assisted …, 2013
8132013
Unsupervised deep learning applied to breast density segmentation and mammographic risk scoring
M Kallenberg, K Petersen, M Nielsen, AY Ng, P Diao, C Igel, CM Vachon, ...
IEEE transactions on medical imaging 35 (5), 1322-1331, 2016
4992016
TETRIS: Template transformer networks for image segmentation with shape priors
MCH Lee, K Petersen, N Pawlowski, B Glocker, M Schaap
IEEE transactions on medical imaging 38 (11), 2596-2606, 2019
1022019
Breast tissue segmentation and mammographic risk scoring using deep learning
K Petersen, M Nielsen, P Diao, N Karssemeijer, M Lillholm
International workshop on digital mammography, 88-94, 2014
682014
CT angiographic and plaque predictors of functionally significant coronary disease and outcome using machine learning
S Yang, BK Koo, M Hoshino, JM Lee, T Murai, J Park, J Zhang, D Hwang, ...
Cardiovascular Imaging 14 (3), 629-641, 2021
522021
Mammographic density and structural features can individually and jointly contribute to breast cancer risk assessment in mammography screening: a case–control study
RR Winkel, M von Euler-Chelpin, M Nielsen, K Petersen, M Lillholm, ...
BMC cancer 16 (1), 414, 2016
442016
Atlas-ISTN: joint segmentation, registration and atlas construction with image-and-spatial transformer networks
M Sinclair, A Schuh, K Hahn, K Petersen, Y Bai, J Batten, M Schaap, ...
Medical Image Analysis 78, 102383, 2022
272022
Breast density scoring with multiscale denoising autoencoders
K Petersen, K Chernoff, M Nielsen, AY Ng
Proceedings Sparsity Techniques in Medical Imaging, 2012
252012
Fast generalized belief propagation for MAP estimation on 2D and 3D grid-like markov random fields
K Petersen, J Fehr, H Burkhardt
Joint Pattern Recognition Symposium, 41-50, 2008
182008
A bayesian framework for automated cardiovascular risk scoring on standard lumbar radiographs
K Petersen, M Ganz, P Mysling, M Nielsen, L Lillemark, A Crimi, ...
IEEE transactions on medical imaging 31 (3), 663-676, 2012
112012
A unifying framework for automatic and semi-automatic segmentation of vertebrae from radiographs using sample-driven active shape models
P Mysling, K Petersen, M Nielsen, M Lillholm
Machine vision and applications 24 (7), 1421-1434, 2013
92013
A static SMC sampler on shapes for the automated segmentation of aortic calcifications
K Petersen, M Nielsen, SS Brandt
European Conference on Computer Vision, 666-679, 2010
92010
Patient-specific modeling of blood flow in the coronary arteries
CA Taylor, K Petersen, N Xiao, M Sinclair, Y Bai, SR Lynch, A UpdePac, ...
Computer Methods in Applied Mechanics and Engineering, 116414, 2023
82023
Conditional point distribution models
K Petersen, M Nielsen, SS Brandt
International MICCAI Workshop on Medical Computer Vision, 1-10, 2010
62010
Template transformer networks for image segmentation
MCH Lee, K Petersen, N Pawlowski, B Glocker, M Schaap
32019
Assessing breast cancer masking risk with automated texture analysis in full field digital mammography
MGJ Kallenberg, M Lillholm, P Diao, K Petersen, K Holland, ...
101st Scientific Assembly and Annual Meeting of the Radiological Society of …, 2015
32015
Automatic segmentation of vertebrae from radiographs: A sample-driven active shape model approach
P Mysling, K Petersen, M Nielsen, M Lillholm
International Workshop on Machine Learning in Medical Imaging, 10-17, 2011
32011
Automated texture scoring for assessing breast cancer masking risk in full field digital mammography
MGJ Kallenberg, K Petersen, M Lillholm, DR Jørgensen, P Diao, ...
ECR 2015-European Congress of Radiology, 2015
2015
EVALUATION OF A NOVEL APPROACH FOR AUTOMATIC DELINEATION OF VERTEBRAL CONTOURS IN RADIOGRAPHS
P Mysling, K Petersen, M Nielsen, M Lillholm
OSTEOPOROSIS INTERNATIONAL 23, S250-S250, 2012
2012
351 Fully Automatic Estimation of Film-based Breast Percentage Density Separate Out Postmenopausal Hormone Replacement Treatment Effects as Well as Expert's Estimation
K Petersen, K Chernoff, G Karemore, C Christiansen, M Nielsen
European Journal of Cancer 48, S145, 2012
2012
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Articoli 1–20