Développement de représentations et d'algorithmes efficaces pour l'apprentissage statistique sur des données génomiques

Développement de représentations et d'algorithmes efficaces pour l'apprentissage statistique sur des données génomiques

Depuis le premier séquençage du génome humain au début des années 2000, de grandes initiatives se sont lancé le défi de construire la carte des variabilités génétiques inter-individuelles, ou bien encore celle des altérations de l'ADN tumoral. Ces projets ont posé les fondations nécessaires à l...

Full description

Bibliographic Details
Main Author:	Le Morvan, Marine
Other Authors:	Paris Sciences et Lettres
Language:	en
Published:	2018
Subjects:	Mutations Réseaux de gènes Normalisation par les quantiles Polymorphismes mononucléotidiques (SNPs) LASSO avec interactions Gene networks Quantile normalisation Single Nucleotide Polymorphisms (SNPs) LASSO with pairwise interactions 570.15
Online Access:	http://www.theses.fr/2018PSLEM041/document

Similar Items

Two-step variable selection in quantile regression models
by: FAN Yali
Published: (2015-06-01)

Debiased/Double Machine Learning for Instrumental Variable Quantile Regressions
by: Jau-er Chen, et al.
Published: (2021-04-01)

Prediction of gene expression with cis-SNPs using mixed models and regularization methods
by: Ping Zeng, et al.
Published: (2017-05-01)

Probabilistic Hourly Load Forecasting Using Additive Quantile Regression Models
by: Caston Sigauke, et al.
Published: (2018-08-01)

Do environmentally induced DNA variations mediate adaptation in Aspergillus flavus exposed to chromium stress in tannery sludge?
by: Akanksha Jaiswar, et al.
Published: (2018-12-01)

Overlapping group screening for detection of gene-gene interactions: application to gene expression profiles with survival trait
by: Jie-Huei Wang, et al.
Published: (2018-09-01)

Identify Relative importance of covariates in Bayesian lasso quantile regression via new algorithm in statistical program R
by: Fadel Hamid Hadi Alhusseini, et al.
Published: (2017-11-01)

Characterization of Rheumatoid Arthritis Risk-Associated SNPs and Identification of Novel Therapeutic Sites Using an <i>In-Silico</i> Approach
by: Mehran Akhtar, et al.
Published: (2021-06-01)

Herdabilidade e Estudo de Associação Genômica Ampla (GWAS) de atividade física autorreportada: uma investigação de famílias brasileiras
by: Leite, Jean Michel Rocha Sampaio
Published: (2019)

Genetic Landscape of Nonobstructive Azoospermia and New Perspectives for the Clinic
by: Miriam Cerván-Martín, et al.
Published: (2020-01-01)

SNPs and Somatic Mutation on Long Non-Coding RNA: New Frontier in the Cancer Studies?
by: Linda Minotti, et al.
Published: (2018-11-01)

Predicting the most deleterious missense nsSNPs of the protein isoforms of the human HLA-G gene and in silico evaluation of their structural and functional consequences
by: Elaheh Emadi, et al.
Published: (2020-08-01)

Dimension reduction methods for nonlinear association analysis with applications to omics data
by: Wu, Peitao
Published: (2021)

Towards a Standardised Method to Acquire and Store Liver Samples and Guidelines to Improve Quality Control and Exchange of Relative Expression Data
by: Frank M. Riemers, et al.
Published: (2013-12-01)

Hi-LASSO: High-Dimensional LASSO
by: Youngsoon Kim, et al.
Published: (2019-01-01)

Identification of robust diagnostic and prognostic gene signatures in different grades of gliomas: a retrospective study
by: Jieting Liu, et al.
Published: (2021-05-01)

Genome Association Study for Visual Scores in Nellore Cattle Measured at Weaning
by: Luis Orlando Duitama Carreño, et al.
Published: (2019-02-01)

Modeling Gene Regulatory Networks from Time Series Data using Particle Filtering
by: Noor, Amina
Published: (2012)

LASSOING MIXTURES AND BAYESIAN ROBUST ESTIMATION
by: Xing, Guan
Published: (2007)

Variable Selection and Regularization in Quantile Regression via Minimum Covariance Determinant Based Weights
by: Edmore Ranganai, et al.
Published: (2021-12-01)

Polymorphisms in Pvkelch12 and gene amplification of Pvplasmepsin4 in Plasmodium vivax from Thailand, Lao PDR and Cambodia
by: Jureeporn Duanguppama, et al.
Published: (2019-04-01)

Effects of Gene-Environment Interaction on Obesity among Chinese Adults Born in the Early 1960s
by: Weiyan Gong, et al.
Published: (2021-02-01)

Identification of Single Nucleotide Polymorphism on Growth Hormone Gene in Aceh Cattle
by: E. M. Sari, et al.
Published: (2013-04-01)

Polymorphysims of Gene in the Exons Were Associated with the Reproductive Endocrine of Japanese Flounder ()
by: R. Q. Ma, et al.
Published: (2012-06-01)

Chlamydia psittaci reference genes for normalisation of expression data differ depending on the culture conditions and selected time points during the chlamydial replication cycle
by: Van Lent Sarah, et al.
Published: (2016-12-01)

Recherche de déterminants génomiques impliqués dans l'hypertension, sur le chromosome X, chez des familles du Saguenay-Lac-Saint-Jean
by: Noël, Audrey
Published: (2012)

Recherche de déterminants génomiques impliqués dans l'hypertension, sur le chromosome X, chez des familles du Saguenay-Lac-Saint-Jean
by: Noël, Audrey
Published: (2012)

Using Genetic Risk Score Approaches to Infer Whether an Environmental Factor Attenuates or Exacerbates the Adverse Influence of a Candidate Gene
by: Wan-Yu Lin, et al.
Published: (2020-05-01)

Computational Simulation of Adapter Length-Dependent LASSO Probe Capture Efficiency
by: Jingqian Liu, et al.
Published: (2019-05-01)

Médiagraphie
by: Myrabelle Chicoine
Published: (2004-06-01)

Bio-statistical approaches to evaluate the link between specific nutrients and methylation patterns in a breast cancer case-control study nested within the European Prospective Investigation into Cancer and Nutrition (EPIC) study
by: Perrier, Flavie
Published: (2018)

High prevalence of Arginine to Glutamine Substitution at 98, 141 and 162 positions in Troponin I (<it>TNNI3</it>) associated with hypertrophic cardiomyopathy among Indians
by: Rani Deepa, et al.
Published: (2012-08-01)

GeneExpressScore Signature: a robust prognostic and predictive classifier in gastric cancer
by: Xiaoqiang Zhu, et al.
Published: (2018-11-01)

Reverse Engineering of Biological Systems
Published: (2014)

Prediction of functional regulatory elements of bipolar disorder via data integration analysis
by: Aamir Fahira, et al.
Published: (2020-12-01)

Desperat efter prat och att ligga som stigma : Tinder ur ett normaliseringsperspektiv
by: Selin, Martin, et al.
Published: (2016)

Associations of Single Nucleotide Polymorphisms in IL-18 Gene with Plasmodium falciparum-Associated Malaria
by: AlRuwaisan AU, et al.
Published: (2021-07-01)

Cytogenetic Mapping of 35 New Markers in the Alpaca (<i>Vicugna pacos</i>)
by: Mayra N. Mendoza, et al.
Published: (2020-05-01)

Biodiversity and genetic polymorphisms against scrapie in Sopravissana sheep breed
by: Ludovica Curcio, et al.
Published: (2015-12-01)

Genetic dissection of quantitative and qualitative traits using a minimum set of barley Recombinant Chromosome Substitution Lines
by: Carla De la Fuente Cantó, et al.
Published: (2018-12-01)