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Kumaradevan Punithakumar
Kumaradevan Punithakumar
Associate Professor, University of Alberta
Verified email at ualberta.ca - Homepage
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Cited by
Year
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
3662021
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
2342008
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
1392020
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
1042020
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
1012008
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
972011
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
942012
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
922013
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
912005
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
842013
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
622017
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
622010
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
602006
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
582013
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
552009
Alveolar bone segmentation in intraoral ultrasonographs with machine learning
KCT Nguyen, DQ Duong, FT Almeida, PW Major, NR Kaipatur, TT Pham, ...
Journal of dental research 99 (9), 1054-1061, 2020
512020
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
492018
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
472017
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
472011
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
432016
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