Kumaradevan Punithakumar
Kumaradevan Punithakumar
Associate Professor, University of Alberta
Verified email at - Homepage
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Multi-centre, multi-vendor and multi-disease cardiac segmentation: the M&Ms challenge
VM Campello, P Gkontra, C Izquierdo, C Martín-Isla, A Sojoudi, PM Full, ...
IEEE Transactions on Medical Imaging 40 (12), 3543-3554, 2021
Multiple-model probability hypothesis density filter for tracking maneuvering targets
K Punithakumar, T Kirubarajan, A Sinha
IEEE Transactions on Aerospace and Electronic Systems 44 (1), 87-98, 2008
ANHIR: automatic non-rigid histological image registration challenge
J Borovec, J Kybic, I Arganda-Carreras, DV Sorokin, G Bueno, ...
IEEE Transactions on Medical Imaging 39 (10), 3042-3052, 2020
Graph cuts with invariant object-interaction priors: application to intervertebral disc segmentation
I Ben Ayed, K Punithakumar, G Garvin, W Romano, S Li
Biennial International Conference on Information Processing in Medical …, 2011
An EM algorithm for nonlinear state estimation with model uncertainties
A Zia, T Kirubarajan, JP Reilly, D Yee, K Punithakumar, S Shirani
IEEE Transactions on Signal Processing 56 (3), 921-936, 2008
Max-flow segmentation of the left ventricle by recovering subject-specific distributions via a bound of the Bhattacharyya measure
IB Ayed, H Chen, K Punithakumar, I Ross, S Li
Medical Image Analysis 16 (1), 87-100, 2012
A sequential Monte Carlo probability hypothesis density algorithm for multitarget track-before-detect
K Punithakumar, T Kirubarajan, A Sinha
Signal and Data Processing of Small Targets 2005 5913, 587-594, 2005
Regional assessment of cardiac left ventricular myocardial function via MRI statistical features
M Afshin, IB Ayed, K Punithakumar, M Law, A Islam, A Goela, T Peters, ...
IEEE Transactions on Medical Imaging 33 (2), 481-494, 2013
Left ventricle segmentation in MRI via convex relaxed distribution matching
CMS Nambakhsh, J Yuan, K Punithakumar, A Goela, M Rajchl, TM Peters, ...
Medical Image Analysis 17 (8), 1010-1024, 2013
Automated thyroid nodule detection from ultrasound imaging using deep convolutional neural networks
F Abdolali, J Kapur, JL Jaremko, M Noga, AR Hareendranathan, ...
Computers in Biology and Medicine 122, 103871, 2020
Graph cut segmentation with a global constraint: Recovering region distribution via a bound of the bhattacharyya measure
IB Ayed, H Chen, K Punithakumar, I Ross, S Li
2010 IEEE Computer Society Conference on Computer Vision and Pattern …, 2010
A GPU-Accelerated Deformable Image Registration Algorithm with Applications to Right Ventricular Segmentation
K Punithakumar, P Boulanger, M Noga
IEEE Access 5, 20374 - 20382, 2017
Regional heart motion abnormality detection: An information theoretic approach
K Punithakumar, IB Ayed, A Islam, A Goela, IG Ross, J Chong, S Li
Medical Image Analysis 17 (3), 311-324, 2013
Multisensor deployment using PCRLBs, incorporating sensor deployment and motion uncertainties
K Punithakumar, T Kirubarajan, M Hernandez
IEEE Transactions on Aerospace and Electronic Systems 42 (4), 1474-1485, 2006
Left ventricle segmentation via graph cut distribution matching
I Ben Ayed, K Punithakumar, S Li, A Islam, J Chong
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2009: 12th …, 2009
Multitarget tracking using probability hypothesis density smoothing
N Nadarajah, T Kirubarajan, T Lang, M McDonald, K Punithakumar
IEEE Transactions on Aerospace and Electronic Systems 47 (4), 2344-2360, 2011
Unsupervised deformable image registration with fully connected generative neural network
A Sheikhjafari, M Noga, K Punithakumar, N Ray
Medical Imaging with Deep Learning (MIDL), 2018
A technique for semiautomatic segmentation of echogenic structures in 3D ultrasound, applied to infant hip dysplasia
AR Hareendranathan, M Mabee, K Punithakumar, M Noga, JL Jaremko
International Journal of Computer Assisted Radiology and Surgery 11 (1), 31-42, 2016
Toward automatic diagnosis of hip dysplasia from 2D ultrasound
AR Hareendranathan, D Zonoobi, M Mabee, D Cobzas, K Punithakumar, ...
2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017 …, 2017
Right ventricular segmentation in cardiac MRI with moving mesh correspondences
K Punithakumar, M Noga, IB Ayed, P Boulanger
Computerized Medical Imaging and Graphics 43, 15-25, 2015
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