Nicolas Normand
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Explore the profile of Nicolas Normand including associated specialties, affiliations and a list of published articles.
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Articles
9
Citations
28
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Recent Articles
1.
De Almeida Braga C, Bauvais M, Sujobert P, Heiblig M, Jullien M, Le Calvez B, et al.
Int J Lab Hematol
. 2024 Sep;
47(1):120-129.
PMID: 39275905
Introduction: VEXAS is a syndrome described in 2020, caused by mutations of the UBA1 gene, and displaying a large pleomorphic array of clinical and hematological features. Nevertheless, these criteria lack...
2.
Vallee R, Gomez T, Bourreille A, Normand N, Mouchere H, Coutrot A
J Vis
. 2024 Apr;
24(4):6.
PMID: 38587421
In many different domains, experts can make complex decisions after glancing very briefly at an image. However, the perceptual mechanisms underlying expert performance are still largely unknown. Recently, several machine...
3.
Moreau N, Rousseau C, Fourcade C, Santini G, Ferrer L, Lacombe M, et al.
Annu Int Conf IEEE Eng Med Biol Soc
. 2022 Sep;
2022:4736-4739.
PMID: 36086627
In metastatic breast cancer, bone metastases are prevalent and associated with multiple complications. Assessing their response to treatment is therefore crucial. Most deep learning methods segment or detect lesions on...
4.
Gomez T, Feyeux M, Boulant J, Normand N, David L, Paul-Gilloteaux P, et al.
Data Brief
. 2022 May;
42:108258.
PMID: 35599827
One of the most common treatments for infertile couples is In Vitro Fertilization (IVF). It consists of controlled ovarian hyperstimulation, followed by ovum pickup, fertilization, and embryo culture for 2-6...
5.
Nich C, Behr J, Crenn V, Normand N, Mouchere H, DAssignies G
Int Orthop
. 2022 Feb;
46(5):937-944.
PMID: 35171335
Background: Artificial Intelligence (AI)/Machine Learning (ML) applications have been proven efficient to improve diagnosis, to stratify risk, and to predict outcomes in many respective medical specialties, including in orthopaedics. Challenges...
6.
Moreau N, Rousseau C, Fourcade C, Santini G, Brennan A, Ferrer L, et al.
Cancers (Basel)
. 2022 Jan;
14(1).
PMID: 35008265
Metastatic breast cancer patients receive lifelong medication and are regularly monitored for disease progression. The aim of this work was to (1) propose networks to segment breast cancer metastatic lesions...
7.
De Maissin A, Vallee R, Flamant M, Fondain-Bossiere M, Le Berre C, Coutrot A, et al.
Endosc Int Open
. 2021 Jul;
9(7):E1136-E1144.
PMID: 34222640
Computer-aided diagnostic tools using deep neural networks are efficient for detection of lesions in endoscopy but require a huge number of images. The impact of the quality of annotation has...
8.
Chandra S, Svalbe I, Guedon J, Kingston A, Normand N
IEEE Trans Image Process
. 2012 Jul;
21(10):4431-41.
PMID: 22752128
The discrete Fourier transform (DFT) underpins the solution to many inverse problems commonly possessing missing or unmeasured frequency information. This incomplete coverage of the Fourier space always produces systematic artifacts...
9.
Babel M, Parrein B, Deforges O, Normand N, Guedon J, Coat V
Comput Med Imaging Graph
. 2008 Feb;
32(4):258-69.
PMID: 18289830
The joint source-channel coding system proposed in this paper has two aims: lossless compression with a progressive mode and the integrity of medical data, which takes into account the priorities...