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Karim Lekadir
Karim Lekadir
ICREA Research Professor, Universitat de Barcelona
在 ub.edu 的电子邮件经过验证 - 首页
标题
引用次数
年份
1131 Robust semi-automatic computer-aided segmentation of the left ventricle
K Lekadir, JA Nahed, M Ellington, R Merrifield, GZ Yang
Journal of Cardiovascular Magnetic Resonance 10, 1-3, 2008
2008
4D heart model helps unveiling contributors to cardiac EIT signal
F Braun, M Proença, M Rapin, X Alba, K Lekadir, M Lemay, J Solà, ...
Proc EIT, Neuchâtel, Switzerland, 2015
42015
A convolutional neural network for automatic characterization of plaque composition in carotid ultrasound
K Lekadir, A Galimzianova, A Betriu, M del Mar Vila, L Igual, DL Rubin, ...
IEEE journal of biomedical and health informatics 21 (1), 48-55, 2016
2122016
A deep learning solution to detect left ventricular structural abnormalities with chest X-rays: towards trustworthy AI in cardiology
K Lekadir
European Heart Journal 45 (22), 2013-2015, 2024
12024
A framework for optimal kernel-based manifold embedding of medical image data
VA Zimmer, K Lekadir, C Hoogendoorn, AF Frangi, G Piella
Computerized Medical Imaging and Graphics 41, 93-107, 2015
162015
A framework for the merging of pre-existing and correspondenceless 3D statistical shape models
M Pereañez, K Lekadir, C Butakoff, C Hoogendoorn, AF Frangi
Medical image analysis 18 (7), 1044-1058, 2014
162014
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
342013
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
1052012
A multivariate genome-wide association study of psycho-cardiometabolic multimorbidity
V Baltramonaityte, JB Pingault, CAM Cecil, P Choudhary, MR Järvelin, ...
PLoS genetics 19 (6), e1010508, 2023
42023
A multivariate genome-wide association study of psycho-cardiometabolic multimorbidity
A new scheme for the assessment of the robustness of Explainable Methods Applied to Brain Age estimation
A Salih, IB Galazzo, Z Raisi-Estabragh, SE Petersen, P Gkontra, K Lekadir, ...
2021 IEEE 34th International Symposium on Computer-Based Medical Systems …, 2021
122021
A Perspective on Explainable Artificial Intelligence Methods: SHAP and LIME
AM Salih, Z Raisi‐Estabragh, IB Galazzo, P Radeva, SE Petersen, ...
Advanced Intelligent Systems, 2400304, 2024
2024
A predictive model of vertebral trabecular anisotropy from ex vivo micro-CT
K Lekadir, C Hoogendoorn, J Hazrati-Marangalou, Z Taylor, C Noble, ...
IEEE transactions on medical imaging 34 (8), 1747-1759, 2014
42014
A radiomics approach to analyze cardiac alterations in hypertension
I Cetin, SE Petersen, S Napel, O Camara, MAG Ballester, K Lekadir
2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019
172019
A radiomics approach to computer-aided diagnosis with cardiac cine-MRI
I Cetin, G Sanroma, SE Petersen, S Napel, O Camara, MAG Ballester, ...
Statistical Atlases and Computational Models of the Heart. ACDC and MMWHS …, 2018
572018
A Review of Evaluation Approaches for Explainable AI With Applications in Cardiology
A Salih, IB Galazzo, P Gkontra, E Rauseo, AM Lee, K Lekadir, P Radeva, ...
Authorea Preprints, 2023
2023
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, 155-195, 2016
3112016
A structural heart-brain axis mediates the association between cardiovascular risk and cognitive function
A Jaggi, ELS Conole, Z Raisi-Estabragh, P Gkontra, C McCracken, ...
Imaging Neuroscience 2, 1-18, 2024
22024
A study on the role of radiomics feature stability in predicting breast cancer subtypes
I Cama, A Guzman, S Garbarino, C Campi, K Lekadir, O Díaz
17th International Workshop on Breast Imaging (IWBI 2024) 13174, 418-427, 2024
2024
Accessible and fair machine learning models for risk prediction of schizophrenia spectrum disorders
M Camacho, P Gkontra, A Atehortúa, K Lekadir
Empowering Communities: A Participatory Approach to AI for Mental Health, 2022
12022
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