Variational inference for coupled hidden markov models Applied to the Joint Detection of Copy Number Variations

X Wang, E Lebarbier, J Aubert… - The international journal of …, 2019 - degruyter.com
Hidden Markov models provide a natural statistical framework for the detection of the copy
number variations (CNV) in genomics. In this context, we define a hidden Markov process …

Bayesian inference for copy number intra-tumoral heterogeneity from single-cell RNA-sequencing data

PX Qiao, CF Kwok, G Qian, DJ McCarthy - bioRxiv, 2023 - biorxiv.org
High-resolution molecular characterization of intra-tumoral clonal structure defined by
genomic and epigenomic alterations is crucial in understanding the natural history of tumors …

Robust group fused lasso for multisample copy number variation detection under uncertainty

H Sharifi Noghabi, M Mohammadi… - IET Systems …, 2016 - Wiley Online Library
One of the most important needs in the post‐genome era is providing the researchers with
reliable and efficient computational tools to extract and analyse this huge amount of …

Caractérisation de variants génétiques de vulnérabilité à l'épilepsie chez des familles Algériennes

A Chentouf - 2016 - theses.hal.science
L'existence d'une composante génétique dans l'épilepsie est connue depuis des années
grâce aux études épidémiologiques de concordance entre jumeaux et d'agrégation …