Alain Lalande

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 63

Top Topics

Image Segmentation

Mri Segmentation

Top Venues

M&Ms and EMIDEC/STACOM@MICCAI

Int. J. Comput. Assist. Radiol. Surg.

Publications

François Legrand, Richard Macwan, Alain Lalande, Lisa Métairie, Thomas Decourselle
Effect of Data Augmentation on Deep-Learning-Based Segmentation of Long-Axis Cine-MRI. Algorithms 17 (1) (2024)
Tewodros Weldebirhan Arega, Stéphanie Bricq, François Le Grand, Alexis Jacquier, Alain Lalande, Fabrice Mériaudeau
Automatic uncertainty-based quality controlled T1 mapping and ECV analysis from native and post-contrast cardiac T1 mapping images using Bayesian vision transformer. Medical Image Anal. 86 (2023)
Mohammed Chekroun, Youssef Mourchid, Igor Bessières, Alain Lalande
Deep Learning Based on EfficientNet for Multiorgan Segmentation of Thoracic Structures on a 0.35 T MR-Linac Radiation Therapy System. Algorithms 16 (12) (2023)
Maroua Mehri, Guillaume Calmon, Freddy Odille, Julien Oster, Alain Lalande
A Generative Adversarial Network to Synthesize 3D Magnetohydrodynamic Distortions for Electrocardiogram Analyses Applied to Cardiac Magnetic Resonance Imaging. Sensors 23 (21) (2023)
Leonardo Geronzi, Aline Bel-Brunon, Antonio Martinez, Michel Rochette, Marco Sensale, Olivier Bouchot, Alain Lalande, Siyu Lin, Pier Paolo Valentini, Marco Evangelos Biancolini
Calibration of the Mechanical Boundary Conditions for a Patient-Specific Thoracic Aorta Model Including the Heart Motion Effect. IEEE Trans. Biomed. Eng. 70 (11) (2023)
Youssef Skandarani, Pierre-Marc Jodoin, Alain Lalande
GANs for Medical Image Synthesis: An Empirical Study. J. Imaging 9 (3) (2023)
Gonzalo Mosquera-Rojas, Cylia Ouadah, Azadeh Hadadi, Alain Lalande, Sarah Leclerc
Automatic Myocardium Segmentation in Delayed-Enhancement MRI with Pathology-Specific Data Augmentation and Deep Learning Architectures. Algorithms 16 (10) (2023)
Armando Barrera-Naranjo, Diana Marcela Marín Castrillón, Thomas Decourselle, Siyu Lin, Sarah Leclerc, Marie-Catherine Morgant, Chloé Bernard, Shirley De Oliveira, Arnaud Boucher, Benoit Presles, Olivier Bouchot, Jean-Joseph Christophe, Alain Lalande
Segmentation of 4D Flow MRI: Comparison between 3D Deep Learning and Velocity-Based Level Sets. J. Imaging 9 (6) (2023)
Emmanouil Koutoulakis, Louis Marage, Emmanouil Markodimitrakis, Leone Aubignac, Catherine Jenny, Igor Bessières, Alain Lalande
Automatic Multiorgan Segmentation in Pelvic Region with Convolutional Neural Networks on 0.35 T MR-Linac Images. Algorithms 16 (11) (2023)
Juan Cisneros, Alain Lalande, Binnaz Yalcin, Fabrice Mériaudeau, Stephan Collins
Automatic Segmentation of Histological Images of Mouse Brains. Algorithms 16 (12) (2023)
Cylia Ouadah, Azadeh Hadadi, Alain Lalande, Sarah Leclerc
Comparison of CNN Fusion Strategies for Left Ventricle Segmentation from Multi-modal MRI. FIMH (2023)
Leonardo Geronzi, Antonio Martinez, Michel Rochette, Kexin Yan, Aline Bel-Brunon, Pascal Haigron, Pierre Escrig, Jacques Tomasi, Morgan Daniel, Alain Lalande, Siyu Lin, Diana Marcela Marín Castrillón, Olivier Bouchot, Jean Porterie, Pier Paolo Valentini, Marco Evangelos Biancolini
Computer-aided shape features extraction and regression models for predicting the ascending aortic aneurysm growth rate. Comput. Biol. Medicine 162 (2023)
Christian Mata, Josep Munuera, Alain Lalande, Gilberto Ochoa-Ruiz, Raul Benitez
MedicalSeg: A Medical GUI Application for Image Segmentation Management. Algorithms 15 (6) (2022)
Alain Lalande, Zhihao Chen, Thibaut Pommier, Thomas Decourselle, Abdul Qayyum, Michel Salomon, Dominique Ginhac, Youssef Skandarani, Arnaud Boucher, Khawla Brahim, Marleen de Bruijne, Robin Camarasa, Teresa M. Correia, Xue Feng, Kibrom Berihu Girum, Anja Hennemuth, Markus Hüllebrand, Raabid Hussain, Matthias Ivantsits, Jun Ma, Craig Meyer, Rishabh Sharma, Jixi Shi, Nikolaos V. Tsekos, Marta Varela, Xiyue Wang, Sen Yang, Hannu Zhang, Yichi Zhang, Yuncheng Zhou, Xiahai Zhuang, Raphaël Couturier, Fabrice Mériaudeau
Deep learning methods for automatic evaluation of delayed enhancement-MRI. The results of the EMIDEC challenge. Medical Image Anal. 79 (2022)
Zhihao Chen, Alain Lalande, Michel Salomon, Thomas Decourselle, Thibaut Pommier, Abdul Qayyum, Jixi Shi, Gilles Perrot, Raphaël Couturier
Automatic deep learning-based myocardial infarction segmentation from delayed enhancement MRI. Comput. Medical Imaging Graph. 95 (2022)
Abdul Qayyum, Alain Lalande, Fabrice Mériaudeau
Effective multiscale deep learning model for COVID19 segmentation tasks: A further step towards helping radiologist. Neurocomputing 499 (2022)
Alain Lalande, Zhihao Chen, Thibaut Pommier, Thomas Decourselle, Abdul Qayyum, Michel Salomon, Dominique Ginhac, Youssef Skandarani, Arnaud Boucher, Khawla Brahim, Marleen de Bruijne, Robin Camarasa, Teresa M. Correia, Xue Feng, Kibrom Berihu Girum, Anja Hennemuth, Markus Hüllebrand, Raabid Hussain, Matthias Ivantsits, Jun Ma, Craig Meyer, Rishabh Sharma, Jixi Shi, Nikolaos V. Tsekos, Marta Varela, Xiyue Wang, Sen Yang, Hannu Zhang, Yichi Zhang, Yuncheng Zhou, Xiahai Zhuang, Raphaël Couturier, Fabrice Mériaudeau
Deep Learning methods for automatic evaluation of delayed enhancement-MRI. The results of the EMIDEC challenge. CoRR (2021)
Youssef Skandarani, Pierre-Marc Jodoin, Alain Lalande
GANs for Medical Image Synthesis: An Empirical Study. CoRR (2021)
Kibrom Berihu Girum, Gilles Créhange, Alain Lalande
Learning With Context Feedback Loop for Robust Medical Image Segmentation. CoRR (2021)
Diana Marín-Castrillón, Arnaud Boucher, Siyu Lin, Chloe Bernard, Marie-Catherine Morgant, Alexandre Cochet, Alain Lalande, Olivier Bouchot, Benoit Presles
Multi-atlas Segmentation of the Aorta from 4D Flow MRI: Comparison of Several Fusion Strategies. STACOM@MICCAI (2021)
Kibrom Berihu Girum, Gilles Créhange, Alain Lalande
Learning With Context Feedback Loop for Robust Medical Image Segmentation. IEEE Trans. Medical Imaging 40 (6) (2021)
Youssef Skandarani, Pierre-Marc Jodoin, Alain Lalande
Deep Learning Based Cardiac MRI Segmentation: Do We Need Experts? Algorithms 14 (7) (2021)
Youssef Skandarani, Pierre-Marc Jodoin, Alain Lalande
Deep Learning Based Cardiac MRI Segmentation: Do We Need Experts? CoRR (2021)
Ezequiel de la Rosa, Désiré Sidibé, Thomas Decourselle, Thibault Leclercq, Alexandre Cochet, Alain Lalande
Myocardial Infarction Quantification from Late Gadolinium Enhancement MRI Using Top-Hat Transforms and Neural Networks. Algorithms 14 (8) (2021)
Kibrom Berihu Girum, Youssef Skandarani, Raabid Hussain, Alexis Bozorg Grayeli, Gilles Créhange, Alain Lalande
Automatic Myocardial Infarction Evaluation from Delayed-Enhancement Cardiac MRI using Deep Convolutional Networks. CoRR (2020)
Zhihao Chen, Alain Lalande, Michel Salomon, Thomas Decourselle, Thibaut Pommier, Gilles Perrot, Raphaël Couturier
Myocardial Infarction Segmentation From Late Gadolinium Enhancement MRI By Neural Networks and Prior Information. IJCNN (2020)
Youssef Skandarani, Nathan Painchaud, Pierre-Marc Jodoin, Alain Lalande
On the effectiveness of GAN generated cardiac MRIs for segmentation. CoRR (2020)
Kibrom Berihu Girum, Alain Lalande, Raabid Hussain, Gilles Créhange
A deep learning method for real-time intraoperative US image segmentation in prostate brachytherapy. Int. J. Comput. Assist. Radiol. Surg. 15 (9) (2020)
Raabid Hussain, Alain Lalande, Kibrom Berihu Girum, Caroline Guigou, Alexis Bozorg Grayeli
Augmented reality for inner ear procedures: visualization of the cochlear central axis in microscopic videos. Int. J. Comput. Assist. Radiol. Surg. 15 (10) (2020)
Nathan Painchaud, Youssef Skandarani, Thierry Judge, Olivier Bernard, Alain Lalande, Pierre-Marc Jodoin
Cardiac Segmentation with Strong Anatomical Guarantees. CoRR (2020)
Khawla Brahim, Abdul Qayyum, Alain Lalande, Arnaud Boucher, Anis Sakly, Fabrice Mériaudeau
A deep learning approach for the segmentation of myocardial diseases. ICPR (2020)
Kibrom Berihu Girum, Youssef Skandarani, Raabid Hussain, Alexis Bozorg Grayeli, Gilles Créhange, Alain Lalande
Automatic Myocardial Infarction Evaluation from Delayed-Enhancement Cardiac MRI Using Deep Convolutional Networks. M&Ms and EMIDEC/STACOM@MICCAI (2020)
Kibrom Berihu Girum, Gilles Créhange, Raabid Hussain, Alain Lalande
Fast interactive medical image segmentation with weakly supervised deep learning method. Int. J. Comput. Assist. Radiol. Surg. 15 (9) (2020)
Khawla Brahim, Abdul Qayyum, Alain Lalande, Arnaud Boucher, Anis Sakly, Fabrice Mériaudeau
A 3D deep learning approach based on Shape Prior for automatic segmentation of myocardial diseases. IPTA (2020)
Axel Aguerreberry, Ezequiel de la Rosa, Alain Lalande, Elmer Fernandez
Segmentation-Free Estimation of Aortic Diameters from MRI Using Deep Learning. M&Ms and EMIDEC/STACOM@MICCAI (2020)
Abdul Qayyum, Alain Lalande, Thomas Decourselle, Thibaut Pommier, Alexandre Cochet, Fabrice Mériaudeau
Segmentation of the Myocardium on Late-Gadolinium Enhanced MRI based on 2.5 D Residual Squeeze and Excitation Deep Learning Model. CoRR (2020)
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 Mériaudeau
Emidec: A Database Usable for the Automatic Evaluation of Myocardial Infarction from Delayed-Enhancement Cardiac MRI. Data 5 (4) (2020)
Axel Aguerreberry, Ezequiel de la Rosa, Alain Lalande, Elmer Fernandez
Segmentation-free Estimation of Aortic Diameters from MRI Using Deep Learning. CoRR (2020)
Nathan Painchaud, Youssef Skandarani, Thierry Judge, Olivier Bernard, Alain Lalande, Pierre-Marc Jodoin
Cardiac Segmentation With Strong Anatomical Guarantees. IEEE Trans. Medical Imaging 39 (11) (2020)
Abdul Qayyum, Alain Lalande, Fabrice Mériaudeau
Automatic segmentation of tumors and affected organs in the abdomen using a 3D hybrid model for computed tomography imaging. Comput. Biol. Medicine 127 (2020)
Khawla Brahim, Abdul Qayyum, Alain Lalande, Arnaud Boucher, Anis Sakly, Fabrice Mériaudeau
Efficient 3D Deep Learning for Myocardial Diseases Segmentation. M&Ms and EMIDEC/STACOM@MICCAI (2020)
Raabid Hussain, Alain Lalande, Caroline Guigou, Alexis Bozorg Grayeli
Contribution of Augmented Reality to Minimally Invasive Computer-Assisted Cranial Base Surgery. IEEE J. Biomed. Health Informatics 24 (7) (2020)
Nathan Painchaud, Youssef Skandarani, Thierry Judge, Olivier Bernard, Alain Lalande, Pierre-Marc Jodoin
Cardiac MRI Segmentation with Strong Anatomical Guarantees. CoRR (2019)
Clément Zotti, Zhiming Luo, Alain Lalande, Pierre-Marc Jodoin
Convolutional Neural Network With Shape Prior Applied to Cardiac MRI Segmentation. IEEE J. Biomed. Health Informatics 23 (3) (2019)
Nathan Painchaud, Youssef Skandarani, Thierry Judge, Olivier Bernard, Alain Lalande, Pierre-Marc Jodoin
Cardiac MRI Segmentation with Strong Anatomical Guarantees. MICCAI (2) (2019)
Vivek Kumar Singh, Mohamed Abdel-Nasser, Hatem A. Rashwan, Farhan Akram, Nidhi Pandey, Alain Lalande, Benoit Presles, Santiago Romani, Domenec Puig
FCA-Net: Adversarial Learning for Skin Lesion Segmentation Based on Multi-Scale Features and Factorized Channel Attention. IEEE Access 7 (2019)
Raabid Hussain, Alain Lalande, Kibrom Berihu Girum, Caroline Guigou, Alexis Bozorg Grayeli
3D landmark detection for augmented reality based otologic procedures. CoRR (2019)
Kibrom Berihu Girum, Gilles Créhange, Raabid Hussain, Paul Michael Walker, Alain Lalande
Deep generative model-driven multimodal prostate segmentation in radiotherapy. CoRR (2019)
Ezequiel de la Rosa, Désiré Sidibé, Thomas Decourselle, Thibault Leclercq, Alexandre Cochet, Alain Lalande
Myocardial Infarction Quantification From Late Gadolinium Enhancement MRI Using Top-hat Transforms and Neural Networks. CoRR (2019)
Kibrom Berihu Girum, Gilles Créhange, Raabid Hussain, Paul Michael Walker, Alain Lalande
Deep Generative Model-Driven Multimodal Prostate Segmentation in Radiotherapy. AIRT@MICCAI (2019)
Stéphanie Bricq, Hiliwi Leake Kidane, Jorge Zavala Bojorquez, Alexandra Oudot, Jean-Marc Vrigneaud, François Brunotte, Paul Michael Walker, Alexandre Cochet, Alain Lalande
Automatic deformable PET/MRI registration for preclinical studies based on B-splines and non-linear intensity transformation. Medical Biol. Eng. Comput. 56 (9) (2018)
Johel Mitéran, Olivier Bouchot, Alexandre Cochet, Alain Lalande
Automatic determination of aortic compliance based on MRI and adapted curvilinear detector. Biomed. Signal Process. Control. 40 (2018)
Olivier Bernard, Alain Lalande, Clément Zotti, Frederic Cervenansky, Xin Yang, Pheng-Ann Heng, Irem Cetin, Karim Lekadir, Oscar Camara, Miguel Ángel González Ballester, Gerard Sanroma, Sandy Napel, Steffen E. Petersen, Georgios Tziritas, Elias Grinias, Mahendra Khened, Alex Varghese, Ganapathy Krishnamurthi, Marc-Michel Rohé, Xavier Pennec, Maxime Sermesant, Fabian Isensee, Paul Jaeger, Klaus H. Maier-Hein, Peter M. Full, Ivo Wolf, Sandy Engelhardt, Christian F. Baumgartner, Lisa M. Koch, Jelmer M. Wolterink, Ivana Isgum, Yeonggul Jang, Yoonmi Hong, Jay Patravali, Shubham Jain, Olivier Humbert, Pierre-Marc Jodoin
Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved? IEEE Trans. Medical Imaging 37 (11) (2018)
Raabid Hussain, Alain Lalande, Roberto Marroquin, Kibrom Berihu Girum, Caroline Guigou, Alexis Bozorg Grayeli
Real-Time Augmented Reality for Ear Surgery. MICCAI (4) (2018)
Christian Mata, Alain Lalande, Paul Michael Walker, Arnau Oliver, Joan Martí
Semi-automated labelling of medical images: benefits of a collaborative work in the evaluation of prostate cancer in MRI. CoRR (2017)
Clément Zotti, Zhiming Luo, Alain Lalande, Olivier Humbert, Pierre-Marc Jodoin
Novel Deep Convolution Neural Network Applied to MRI Cardiac Segmentation. CoRR (2017)
Nathanael L. Baisa, Stéphanie Bricq, Alain Lalande
MRI-PET Registration with Automated Algorithm in Pre-clinical Studies. CoRR (2017)
Fabrice Mairesse, Cédric Blanchard, Arnaud Boucher, Tadeusz Sliwa, Alain Lalande, Yvon Voisin
Automatic measurement of the sinus of Valsalva by image analysis. Comput. Methods Programs Biomed. 148 (2017)
Benoit Tricot, Maxime Descoteaux, Matthieu Dumont, Frederic Chagnon, Luc Tremblay, André Carpentier, Olivier Lesur, Martin Lepage, Alain Lalande
Improving the evaluation of cardiac function in rats at 7T with denoising filters: a comparison study. BMC Medical Imaging 17 (1) (2017)
Clément Zotti, Zhiming Luo, Olivier Humbert, Alain Lalande, Pierre-Marc Jodoin
GridNet with Automatic Shape Prior Registration for Automatic MRI Cardiac Segmentation. STACOM@MICCAI (2017)
Michaël Bernier, Pierre-Marc Jodoin, Olivier Humbert, Alain Lalande
Graph cut-based method for segmenting the left ventricle from MRI or echocardiographic images. Comput. Medical Imaging Graph. 58 (2017)
Jorge Zavala Bojorquez, Stéphanie Bricq, Paul Michael Walker, Alain Lalande
Automatic classification of tissues using T1 and T2 relaxation times from prostate MRI: A step towards generation of PET/MR attenuation map. ICIP (2015)
Pierre-Marc Jodoin, Fredy Pinheiro, Alexandra Oudot, Alain Lalande
Left-Ventricle Segmentation of SPECT Images of Rats. IEEE Trans. Biomed. Eng. 62 (9) (2015)
Stéphanie Jehan-Besson, Christophe Tilmant, Alain De Cesare, Alain Lalande, Alexandre Cochet, Jean Cousty, Jessica Lebenberg, Muriel Lefort, Patrick Clarysse, Régis Clouard, Laurent Najman, Laurent Sarry, Frédérique Frouin, Mireille Garreau
A mutual reference shape based on information theory. ICIP (2014)
Cédric Blanchard, Tadeusz Sliwa, Alain Lalande, Olivier Bouchot, Yvon Voisin
A new morphological tool to extract blood vessels in cross sectional MRI. Medical Imaging: Image Processing (2013)
Marie Xavier, Alain Lalande, Paul Michael Walker, François Brunotte, Louis Legrand
An Adapted Optical Flow Algorithm for Robust Quantification of Cardiac Wall Motion From Standard Cine-MR Examinations. IEEE Trans. Inf. Technol. Biomed. 16 (5) (2012)
Philip Walter Mewes, Peter Rennert, Aleksandar Lj. Juloski, Alain Lalande, Elli Angelopoulou, Rainer Kuth, Joachim Hornegger
Semantic and topological classification of images in magnetically guided capsule endoscopy. Medical Imaging: Computer-Aided Diagnosis (2012)
Anthony Adam Duquette, Pierre-Marc Jodoin, Olivier Bouchot, Alain Lalande
3D segmentation of abdominal aorta from CT-scan and MR images. Comput. Medical Imaging Graph. 36 (4) (2012)
Jessica Lebenberg, Irène Buvat, Alain Lalande, Patrick Clarysse, Christopher Casta, Alexandre Cochet, Constantin Constantinides, Jean Cousty, Alain De Cesare, Stéphanie Jehan-Besson, Muriel Lefort, Laurent Najman, Elodie Roullot, Laurent Sarry, Christophe Tilmant, Mireille Garreau, Frédérique Frouin
Nonsupervised Ranking of Different Segmentation Approaches: Application to the Estimation of the Left Ventricular Ejection Fraction From Cardiac Cine MRI Sequences. IEEE Trans. Medical Imaging 31 (8) (2012)
Cédric Blanchard, Tadeusz Sliwa, Alain Lalande, Pauliah Mohan, Olivier Bouchot, Yvon Voisin
Automatic evaluation of the Valsalva sinuses from cine-MRI. Medical Imaging: Image Processing (2011)
Vanya V. Valindria, Marion Angue, Nicolas Vignon, Paul Michael Walker, Alexandre Cochet, Alain Lalande
Automatic Quantification of Myocardial Infarction from Delayed Enhancement MRI. SITIS (2011)
Rocío Cabrera Lozoya, Olivier Bouchot, Tadeusz Sliwa, Eric Steinmetz, Yvon Voisin, Alain Lalande
A 4D Patient-Specific Modelling of the Thoracic Aorta from Cine-MR Images. SITIS (2011)
Mathieu Collette, Alain Lalande, Serge Willoteaux, Georges Leftheriotis, Anne Humeau
Measurement of the local aortic stiffness by a non-invasive bioelectrical impedance technique. Medical Biol. Eng. Comput. 49 (4) (2011)
Jessica Lebenberg, Irène Buvat, Mireille Garreau, Christopher Casta, Constantin Constantinides, Jean Cousty, Alexandre Cochet, Stéphanie Jehan-Besson, Christophe Tilmant, Muriel Lefort, Elodie Roullot, Laurent Najman, Laurent Sarry, Patrick Clarysse, Alain De Cesare, Alain Lalande, Frédérique Frouin
Comparison of different segmentation approaches without using gold standard. Application to the estimation of the left ventricle ejection fraction from cardiac cine MRI sequences. EMBC (2011)
Pierre-Marc Jodoin, Alain Lalande, Yvon Voisin, Olivier Bouchot, Eric Steinmetz
Markovian method for 2D, 3D and 4D segmentation of MRI. ICIP (2008)
E. Desseree, Louis Legrand, Paul Michael Walker, Alain Lalande, François Brunotte
Cardiac motion tracking using a deformable 2D-mesh modeling. ICIP (2) (2001)
Alain Lalande, Louis Legrand, Paul Michael Walker, Marie-Christine Jaulent, France Guy, Yves Cottin, François Brunotte
Automatic detection of cardiac contours on MR images using fuzzy logic and dynamic programming. AMIA (1997)