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Cathy Philippe

Explore the profile of Cathy Philippe including associated specialties, affiliations and a list of published articles. Areas
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Articles 26
Citations 1423
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Recent Articles
1.
Chegraoui H, Guillemot V, Rebei A, Gloaguen A, Grill J, Philippe C, et al.
Bioinformatics . 2023 Jul; 39(8). PMID: 37490467
Motivation: In the field of oncology, statistical models are used for the discovery of candidate factors that influence the development of the pathology or its outcome. These statistical models can...
2.
Khalid F, Goya-Outi J, Escobar T, Dangouloff-Ros V, Grigis A, Philippe C, et al.
Front Med (Lausanne) . 2023 Mar; 10:1071447. PMID: 36910474
Purpose: Predicting H3.1, TP53, and ACVR1 mutations in DIPG could aid in the selection of therapeutic options. The contribution of clinical data and multi-modal MRI were studied for these three...
3.
Lemaitre H, Guen Y, Tilot A, Stein J, Philippe C, Mangin J, et al.
Neuroimage . 2022 Nov; 265:119773. PMID: 36442731
The expansion of the cerebral cortex is one of the most distinctive changes in the evolution of the human brain. Cortical expansion and related increases in cortical folding may have...
4.
Mekki Y, Guillemot V, Lemaitre H, Carrion-Castillo A, Forkel S, Frouin V, et al.
Neuroimage . 2021 Dec; 249:118795. PMID: 34929384
Language is a unique trait of the human species, of which the genetic architecture remains largely unknown. Through language disorders studies, many candidate genes were identified. However, such complex and...
5.
Chegraoui H, Philippe C, Dangouloff-Ros V, Grigis A, Calmon R, Boddaert N, et al.
Cancers (Basel) . 2021 Dec; 13(23). PMID: 34885222
Tumour lesion segmentation is a key step to study and characterise cancer from MR neuroradiological images. Presently, numerous deep learning segmentation architectures have been shown to perform well on the...
6.
Calmon R, Dangouloff-Ros V, Varlet P, Deroulers C, Philippe C, Debily M, et al.
Eur Radiol . 2021 May; 31(12):8913-8924. PMID: 34003354
Objectives: The diffuse intrinsic pontine gliomas (DIPGs) are now defined by the type of histone H3 mutated at lysine 27. We aimed to correlate the multimodal MRI features of DIPGs,...
7.
Karkar S, Dandine-Roulland C, Mangin J, Guen Y, Philippe C, Deleuze J, et al.
Eur J Hum Genet . 2021 Mar; 29(9):1424-1437. PMID: 33664500
Neuroimaging-genetics cohorts gather two types of data: brain imaging and genetic data. They allow the discovery of associations between genetic variants and brain imaging features. They are invaluable resources to...
8.
Mihailov A, Philippe C, Gloaguen A, Grigis A, Laidi C, Piguet C, et al.
Transl Psychiatry . 2020 Jun; 10(1):207. PMID: 32594096
Extensive heterogeneity in autism spectrum disorder (ASD) has hindered the characterization of consistent biomarkers, which has led to widespread negative results. Isolating homogenized subtypes could provide insight into underlying biological...
9.
Gloaguen A, Philippe C, Frouin V, Gennari G, Dehaene-Lambertz G, Le Brusquet L, et al.
Biostatistics . 2020 May; 23(1):240-256. PMID: 32451525
Regularized generalized canonical correlation analysis (RGCCA) is a general multiblock data analysis framework that encompasses several important multivariate analysis methods such as principal component analysis, partial least squares regression, and...
10.
Guen Y, Leroy F, Philippe C, Mangin J, Dehaene-Lambertz G, Frouin V
Cereb Cortex . 2020 May; 30(10):5322-5332. PMID: 32432689
Identifying the genes that contribute to the variability in brain regions involved in language processing may shed light on the evolution of brain structures essential to the emergence of language...