Hugues Benoit-Cattin
Overview
Explore the profile of Hugues Benoit-Cattin including associated specialties, affiliations and a list of published articles.
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7
Citations
86
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Recent Articles
1.
Ganaye P, Sdika M, Triggs B, Benoit-Cattin H
Med Image Anal
. 2019 Sep;
58:101551.
PMID: 31499319
The advent of deep learning has pushed medical image analysis to new levels, rapidly replacing more traditional machine learning and computer vision pipelines. However segmenting and labelling anatomical regions remains...
2.
Gibaud B, Forestier G, Benoit-Cattin H, Cervenansky F, Clarysse P, Friboulet D, et al.
J Biomed Inform
. 2014 Jul;
52:279-92.
PMID: 25038553
This paper describes the creation of a comprehensive conceptualization of object models used in medical image simulation, suitable for major imaging modalities and simulators. The goal is to create an...
3.
Glatard T, Lartizien C, Gibaud B, da Silva R, Forestier G, Cervenansky F, et al.
IEEE Trans Med Imaging
. 2012 Sep;
32(1):110-8.
PMID: 23014715
This paper presents the Virtual Imaging Platform (VIP), a platform accessible at http://vip.creatis.insa-lyon.fr to facilitate the sharing of object models and medical image simulators, and to provide access to distributed...
4.
Li T, Camarasu-Pop S, Glatard T, Grenier T, Benoit-Cattin H
Stud Health Technol Inform
. 2010 Jun;
159:203-14.
PMID: 20543439
This paper studies the optimization of Mean-Shift (MS) image filtering scale parameters. A parameter sweep experiment representing 164 days of CPU is performed on the EGEE grid. The mathematical foundations...
5.
De Guio F, Musse M, Benoit-Cattin H, Lucas T, Davenel A
Magn Reson Imaging
. 2008 Nov;
27(4):577-85.
PMID: 18984068
Magnetic resonance imaging has proven its potential application in bread dough and gas cell monitoring studies, and dynamic processes such as dough proving and baking can be monitored. However, undesirable...
6.
De Guio F, Benoit-Cattin H, Davenel A
MAGMA
. 2008 Jun;
21(4):261-71.
PMID: 18575911
Objective: Characterization of magnetic susceptibility artefacts with assessment of the gradient-echo signal decay function of echo time, pixel size, and object geometry in the case of air-filled cylinders embedded in...
7.
Belaroussi B, Milles J, Carme S, Zhu Y, Benoit-Cattin H
Med Image Anal
. 2005 Nov;
10(2):234-46.
PMID: 16307900
Magnetic resonance imaging is a popular and powerful non-invasive imaging technique. Automated analysis has become mandatory to efficiently cope with the large amount of data generated using this modality. However,...