[HTML][HTML] Gene-gene interaction: the curse of dimensionality

A Chattopadhyay, TP Lu - Annals of translational medicine, 2019 - ncbi.nlm.nih.gov
Identified genetic variants from genome wide association studies frequently show only
modest effects on the disease risk, leading to the “missing heritability” problem. An avenue …

DNA methylation data-based molecular subtype classification and prediction in patients with gastric cancer

Q Lian, B Wang, L Fan, J Sun, G Wang… - Cancer Cell …, 2020 - Springer
Background Genetic and epigenetic alterations have been indicated to be closely correlated
with the carcinogenesis, DNA methylation is one of most frequently occurring molecular …

HisCoM-GGI: hierarchical structural component analysis of gene–gene interactions

S Choi, S Lee, Y Kim, H Hwang… - Journal of bioinformatics …, 2018 - World Scientific
Although genome-wide association studies (GWAS) have successfully identified thousands
of single nucleotide polymorphisms (SNPs) associated with common diseases, these …

Comprehensive investigating of mismatch repair genes (MMR) polymorphisms in participants with chronic hepatitis B virus infection

N Ma, Y Sun, Y Kong, Y Jin, F Yu, L Liu, L Yang… - Frontiers in …, 2023 - frontiersin.org
Background and aim: In this study, we focused on the relationship between single
nucleotide polymorphisms in MMR genes and the occurrence and development of HBV …

机器学习方法在基因交互作用探测中的研究进展

彭哲也, 唐紫珺, 谢民主 - 遗传, 2018 - chinagene.cn
机器学习方法在基因交互作用探测中的研究进展 Page 1 Hereditas (Beijing) 2018 年3 月, 40(3):
218―226 www.chinagene.cn 收稿日期: 2017-09-20; 修回日期: 2017-12-28 基金项目: 国家自然 …

Germline variants and genetic interactions of several EMT regulatory genes increase the risk of HBV-related hepatocellular carcinoma

WX Liu, L Yang, HM Yan, LN Yan, XL Zhang… - Frontiers in …, 2021 - frontiersin.org
Epithelial-mesenchymal transition (EMT) plays an important role in the development of
hepatitis B virus (HBV)-related hepatocellular carcinoma (HCC). We hypothesized that …

Mining complex data and biclustering using formal concept analysis

N Juniarta - 2019 - inria.hal.science
Knowledge discovery in database (KDD) is a process which is applied to possibly large
volumes of data for discovering patterns which can be significant and useful. In this thesis …

Pitting Morphologies and Characteristics of Low-Alloy Steel With and Without Plastic Deformation in Industrial and Non-industrial Marine Splash Zones

M Chen, K Pang, Y Wang, X Liu, F Zhang - Journal of Materials …, 2020 - Springer
Pitting morphologies of E690 low-alloy steel in industrial and non-industrial marine splash
zones are statistically analyzed, including the influence of plastic deformation. Results show …

Overview of Machine Learning Methods for Genome-Wide Association Analysis

M Xie, F Liu - The Fifth International Conference on Biological …, 2021 - dl.acm.org
Genome-wide association studies (GWAS) is an effective way to reveal the pathogenic
genes of complex diseases by analyzing the genotype information and related disease …

[PDF][PDF] Fouille de données complexes et biclustering avec l'analyse formelle de concepts

N Juniarta - 2019 - docnum.univ-lorraine.fr
In the beginning, I would like to thank my supervisor Amedeo Napoli for considering me
capable enough of doing a thesis, and my first co-supervisor Chedy Raïssi, who was …