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Alain Lalande
Researcher at University of Burgundy
Publications - 180
Citations - 3863
Alain Lalande is an academic researcher from University of Burgundy. The author has contributed to research in topics: Segmentation & Computer science. The author has an hindex of 24, co-authored 159 publications receiving 2691 citations. Previous affiliations of Alain Lalande include Centre national de la recherche scientifique.
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Journal ArticleDOI
Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?
Olivier Bernard,Alain Lalande,Clement Zotti,Frederick 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,Varghese Alex Kollerathu,Ganapathy Krishnamurthi,Marc-Michel Rohé,Xavier Pennec,Maxime Sermesant,Fabian Isensee,Paul F. Jäger,Klaus H. Maier-Hein,Peter M. Full,Ivo Wolf,Sandy Engelhardt,Christian F. Baumgartner,Lisa M. Koch,Jelmer M. Wolterink,Ivana Išgum,Yeonggul Jang,Yoonmi Hong,Jay Patravali,Shubham Jain,Olivier Humbert,Pierre-Marc Jodoin +36 more
TL;DR: How far state-of-the-art deep learning methods can go at assessing CMRI, i.e., segmenting the myocardium and the two ventricles as well as classifying pathologies is measured, to open the door to highly accurate and fully automatic analysis of cardiac CMRI.
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Mutations in myosin heavy chain 11 cause a syndrome associating thoracic aortic aneurysm/aortic dissection and patent ductus arteriosus
Limin Zhu,Roger Vranckx,Philippe Khau Van Kien,Philippe Khau Van Kien,Alain Lalande,Nicolas Boisset,Nicolas Boisset,Flavie Mathieu,Flavie Mathieu,Mark Wegman,Luke Glancy,Jean-Marie Gasc,Jean-Marie Gasc,François Brunotte,Patrick Bruneval,Jean-Eric Wolf,Jean-Baptiste Michel,Xavier Jeunemaitre +17 more
TL;DR: Human MYH11 gene mutations provide the first example of a direct change in a specific SMC protein leading to an inherited arterial disease.
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What are normal relaxation times of tissues at 3 T
Jorge Zavala Bojorquez,Stéphanie Bricq,Clement Acquitter,François Brunotte,Paul Walker,Alain Lalande +5 more
TL;DR: A comprehensive review of the reported relaxation times in the literature in vivo at 3T for a large span of tissues is presented, and a detailed analysis of the different methods and sequences used to calculate the relaxation times is given.
Journal ArticleDOI
Convolutional Neural Network With Shape Prior Applied to Cardiac MRI Segmentation
TL;DR: A novel convolutional neural network architecture to segment images from a series of short-axis cardiac magnetic resonance slices (CMRI) is presented, an extension of the U-net that embeds a cardiac shape prior and involves a loss function tailored to the cardiac anatomy.
Journal ArticleDOI
Major prognostic impact of persistent microvascular obstruction as assessed by contrast-enhanced cardiac magnetic resonance in reperfused acute myocardial infarction
Alexandre Cochet,Luc Lorgis,Alain Lalande,Marianne Zeller,Jean-Claude Beer,Paul Walker,Claude Touzery,Jean-Eric Wolf,François Brunotte,Yves Cottin +9 more
TL;DR: The data suggest that the prognostic impact of PMO might be superior to MO, and high Global Registry of Acute Coronary Events (GRACE) risk score, associated with GRACE score, were predictors of MACE.