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Karim Lekadir
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Deep learning techniques for automatic MRI cardiac multi-structures segmentation and diagnosis: is the problem solved?
O Bernard, A Lalande, C Zotti, F Cervenansky, X Yang, PA Heng, I Cetin, ...
IEEE transactions on medical imaging 37 (11), 2514-2525, 2018
7032018
A review of heart chamber segmentation for structural and functional analysis using cardiac magnetic resonance imaging
P Peng, K Lekadir, A Gooya, L Shao, SE Petersen, AF Frangi
Magnetic Resonance Materials in Physics, Biology and Medicine 29 (2), 155-195, 2016
2432016
A convolutional neural network for automatic characterization of plaque composition in carotid ultrasound
K Lekadir, A Galimzianova, À Betriu, M del Mar Vila, L Igual, DL Rubin, ...
IEEE journal of biomedical and health informatics 21 (1), 48-55, 2016
1482016
A high-resolution atlas and statistical model of the human heart from multislice CT
C Hoogendoorn, N Duchateau, D Sanchez-Quintana, T Whitmarsh, ...
IEEE transactions on medical imaging 32 (1), 28-44, 2012
992012
Multi-centre, multi-vendor and multi-disease cardiac segmentation: the M&Ms challenge
VM Campello, P Gkontra, C Izquierdo, C Martin-Isla, A Sojoudi, PM Full, ...
IEEE Transactions on Medical Imaging 40 (12), 3543-3554, 2021
972021
Outlier detection and handling for robust 3-D active shape models search
K Lekadir, R Merrifield, GZ Yang
IEEE Transactions on Medical Imaging 26 (2), 212-222, 2007
812007
Image-based cardiac diagnosis with machine learning: a review
C Martin-Isla, VM Campello, C Izquierdo, Z Raisi-Estabragh, B Baeßler, ...
Frontiers in cardiovascular medicine, 1, 2020
802020
Personalization of a cardiac electromechanical model using reduced order unscented Kalman filtering from regional volumes
S Marchesseau, H Delingette, M Sermesant, R Cabrera-Lozoya, ...
Medical image analysis 17 (7), 816-829, 2013
752013
Statistical shape modeling of the left ventricle: myocardial infarct classification challenge
A Suinesiaputra, P Ablin, X Alba, M Alessandrini, J Allen, W Bai, S Cimen, ...
IEEE journal of biomedical and health informatics 22 (2), 503-515, 2017
522017
Automatic initialization and quality control of large-scale cardiac MRI segmentations
X Alba, K Lekadir, M Pereanez, P Medrano-Gracia, AA Young, AF Frangi
Medical image analysis 43, 129-141, 2018
492018
Statistical interspace models (SIMs): application to robust 3D spine segmentation
I Castro-Mateos, JM Pozo, M Pereañez, K Lekadir, A Lazary, AF Frangi
IEEE transactions on medical imaging 34 (8), 1663-1675, 2015
482015
A radiomics approach to computer-aided diagnosis with cardiac cine-MRI
I Cetin, G Sanroma, SE Petersen, S Napel, O Camara, MAG Ballester, ...
International workshop on statistical atlases and computational models of …, 2017
452017
Automatic cardiac LV segmentation in MRI using modified graph cuts with smoothness and interslice constraints
X Alba, RM Figueras i Ventura, K Lekadir, C Tobon‐Gomez, ...
Magnetic resonance in medicine 72 (6), 1775-1784, 2014
432014
Accurate segmentation of vertebral bodies and processes using statistical shape decomposition and conditional models
M Pereañez, K Lekadir, I Castro-Mateos, JM Pozo, Á Lazáry, AF Frangi
IEEE transactions on medical imaging 34 (8), 1627-1639, 2015
372015
Cardiac magnetic resonance radiomics: basic principles and clinical perspectives
Z Raisi-Estabragh, C Izquierdo, VM Campello, C Martin-Isla, A Jaggi, ...
European Heart Journal-Cardiovascular Imaging 21 (4), 349-356, 2020
362020
An algorithm for the segmentation of highly abnormal hearts using a generic statistical shape model
X Alba, M Pereañez, C Hoogendoorn, AJ Swift, JM Wild, AF Frangi, ...
IEEE transactions on medical imaging 35 (3), 845-859, 2015
362015
Data preparation for artificial intelligence in medical imaging: A comprehensive guide to open-access platforms and tools
O Diaz, K Kushibar, R Osuala, A Linardos, L Garrucho, L Igual, P Radeva, ...
Physica medica 83, 25-37, 2021
282021
An inter-landmark approach to 4-D shape extraction and interpretation: application to myocardial motion assessment in MRI
K Lekadir, NG Keenan, DJ Pennell, GZ Yang
IEEE Transactions on Medical Imaging 30 (1), 52-68, 2010
282010
A general framework for context-specific image segmentation using reinforcement learning
L Wang, K Lekadir, SL Lee, R Merrifield, GZ Yang
IEEE transactions on medical imaging 32 (5), 943-956, 2013
272013
Cardiac segmentation on late gadolinium enhancement MRI: a benchmark study from multi-sequence cardiac MR segmentation challenge
X Zhuang, J Xu, X Luo, C Chen, C Ouyang, D Rueckert, VM Campello, ...
Medical Image Analysis, 102528, 2022
252022
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