Myocardial Infarction Quantification From Late Gadolinium Enhancement MRI Using Top-hat Transforms and Neural Networks

・Ezequiel de la Rosa, Désiré Sidibé, Thomas Decourselle, Thibault Leclercq, Alexandre Cochet, Alain Lalande

Emidec: A Database Usable for the Automatic Evaluation of Myocardial Infarction from Delayed-Enhancement Cardiac MRI

Alain Lalande, Zhihao Chen, Thomas Decourselle, Abdul Qayyum, Thibaut Pommier, Luc Lorgis, Ezequiel de la Rosa, Alexandre Cochet, Yves Cottin, Dominique Ginhac, Michel Salomon, Raphaël Couturier,Fabrice Meriaudeau


Automatic Myocardial Infarction Evaluation from Delayed-Enhancement Cardiac MRI using Deep Convolutional Networks

・Kibrom Berihu Girum, Youssef Skandarani, Raabid Hussain, Alexis Bozorg Grayeli, Gilles Créhange, Alain Lalande

Myocardial Infarction Segmentation From Late Gadolinium Enhancement MRI By Neural Networks and Prior Information.

Zhihao Chen, Alain Lalande, Michel Salomon, Thomas Decourselle, Thibaut Pommier, Gilles Perrot and Raphael Couturier

・Youssef Skandarani, Nathan Painchaud, Pierre-Marc Jodoin, Alain Lalande

Segmentation of the Myocardium on Late-Gadolinium Enhanced MRI based on 2.5 D Residual Squeeze and Excitation Deep Learning Model, MIDL 2020 conference.

Qayyum A., Lalande A., Decourselle T., Pommier T., Cochet A., and Meriaudeau F., 



・Yuki Hori1, Suguru Miyauchi2, Toshiyuki Hayase2, Alain Lalande3, and Jean-Joseph Christophe4

Cardiac MRI Segmentation with Strong Anatomical Guarantee.

・ Painchaud, N., Skandarani, Y., Judge, T., Bernard, O., Lalande, A., Jodoin,P.M., 2019. Cardiac MRI Segmentation with Strong Anatomical Guarantees,in: MICCAI, Springer International Publishing, arXiv preprint arXiv:1907.02865v2, 2019.


Automatic determination of aortic compliance based on MRI and adapted curvilinear detector.

・ J Mitéran, O Bouchot, A Cochet, A Lalande. Biomedical Signal Processing and Control 40, 295-311,2018


Evolution of cardiac magnetic resonance late gadolinium enhancement extent and clinical events
after infarct-like acute myocarditis.

・ T Pommier, S Tisserand, C Guenancia, T Leclercq, F Bichat, A Lalande, M. Zeller A. Cochet Y. Cottin. European Heart Journal 38 (suppl_1),2017


Aortic Function’s Adaptation in Response to Exercise-Induced Stress Assessing by 1.5T MRI.

・ L. Bal-Theoleyre, A. Lalande, R. Giorgi, F. Collart, P. Piquet, G. Habib, J.F. Avierinos, M. Bernard, M. Guye, A. Jacquier. : A Pilot Study in Healthy
Volunteers. PLoS One. 2016; 11(6). Doi: 10.137.


An adapted optical flow algorithm for robust quantification of cardiac wall motion from standard
cine-MR examinations.

・ M. Xavier, A. Lalande, P.M. Walker, F. Brunotte, L. Legrand. IEEE Trans InfTechnol Biomed. 2012; 16(5): 859-868. L. Bal-Theoleyre, A. Lalande, R. Giorgi, F. Collart, P. Piquet, G. Habib, J.F. Avierinos, M. Bernard, M. Guye, A. Jacquier. : A Pilot Study in Healthy
Volunteers. PLoS One. 2016; 11(6). Doi: 10.137.


Influence of age and sex on aortic distensibility assessed by MRI in healthy subjects.

・ J.L. Rose, A. Lalande, O. Bouchot, E.-B. Bourennane, P.M. Walker, P. Ugolini, C. Revol-Muller, R. Cartier, F. Brunotte. Magn Reson Imaging,
2010 ; 28(2) : 255-263.


Compliance and pulse wave velocity assessed by MRI detect early aortic impairment in young
patients with mutation of the smooth muscle myosin heavy chain.

・ A. Lalande, P. Khau Van Kien, P.M. Walker, L. Zhu, L. Legrand, M. Claustres, X. Jeunemaître, F. Brunotte, J.-E. Wolf. J Magn
Reson Imaging, 2008; 28 (5): 1180-1187.

Utility of Cardiac Magnetic Resonance to assess association between admission hyperglycemia and
myocardial damage in patients with reperfused ST-segment elevation myocardial infarction.

・ Cochet, M. Zeller, A. Lalande, I. L’huillier, P.M. Walker, C. Touzery, B. Verges, J.-E. Wolf, F. Brunotte, Y. Cottin.J CardiovascMagnReson, 10(1):2, 2008.


Automatic fuzzy classification of the washout curves from MR first-pass perfusion imaging after
myocardial infarction.

・ A. Comte, A. Lalande, A. Cochet, P.M. Walker, J.-E. Wolf, Y. Cottin, F. Brunotte. Invest. Radiol., 2005 ; 40 (8) : 545-555.

Mapping of familial thoracic aortic aneurysm / dissection with patent ductusarteriosus to 16p12.2-

・ P. Khau van Kien, F. Mathieu, L. Zhu, A. Lalande, C. Betard, M. Lathrop, F. Brunotte, J.-E. Wolf, X. Jeunemaitre. Circulation, 2005; 112 : 200-206.
Lyon, France; 2005: 411-414.

Automatic detection of vessel wall contours from cine-MRI for aortic compliance determination.

J.-L. Rose, A. Lalande, P.M. Walker, O. Bouchot, E. Steinmetz, L. Legrand, Y. Voisin, J.-E. Wolf, F. Brunotte. Automatic detection of vessel wall contours from cine-MRI for aortic compliance determination. I.E.E.E. Computers In Cardiology: Lyon, France; 2005: 411-414.


Visual estimation of the global myocardial extent of hyperenhancement on delayed contrastenhanced

・ A. Comte, A. Lalande, P.M. Walker, A. Cochet, L. Legrand, J.E. Wolf, F. Brunotte. EurRadiol, 2004; 14(12):2182-2187.

Left ventricular ejection fraction calculation from automatically selected and processed diastolic and
systolic frames in short axis cine-MRI .

・ A. Lalande, N. Salvé, A. Comte, M.-C. Jaulent, L. Legrand, P.M. Walker, Y. Cottin, J.E. Wolf, F. Brunotte. J CardiovascMagnReson, 2004;

Realignment of myocardial first-pass MR perfusion images using an automatic detection of the heartlung interface.

・ A. Comte, A. Lalande, S. Aho, P.M. Walker, F. Brunotte. MagnReson Imaging, 2004; 22(7):1001-1009.


Early study of myocardial perfusion with MRI in revascularized infarcts.

・ K. Rezaizadeh-Bourdariat, A. Lalande, D. Ben Salem, A. Comte, N. Salve, S. Aho, P.M. Walker, F. Brunotte, Y. Cottin, J.E Wolf.Arch Mal CoeurVaiss,
2003; 96(1):30-34


Automatic determination of aortic compliance with cine-magnetic resonance imaging: an application
of fuzzy logic theory.

・ A. Lalande, P. Khau van Kien, N. Salve, D. Ben Salem, L. Legrand, P.M. Walker, J.E. Wolf, F. Brunotte. Invest. Radiol., 2002; 37 (12): 685-691.


Automatic detection of left ventricular contours from cardiac cine-MRI using fuzzy logic.Invest.

・ A. Lalande, L. Legrand, P. M. Walker, F. Guy, Y. Cottin, S. Roy, F. Brunotte., 1999; 34 : 211-217.