Towards interpretable imaging genomics analysis: Methodological developments and applications
X Cen, W Dong, W Lv, Y Zhao, F Dubee, AFA Mentis… - Information …, 2024 - Elsevier
Identifying the relationship between imaging features and genetic variation (a term coined
“imaging genomics”) offers valuable insight into the pathogenesis of cancer, as well as …
“imaging genomics”) offers valuable insight into the pathogenesis of cancer, as well as …
Artificial intelligence in the healthcare system: an overview
J Lorkowski, O Grzegorowska, M Pokorski - Best Practice in Health Care, 2021 - Springer
This chapter aims to present insights into the influence of artificial intelligence (AI) on
medicine, public health, and the economy. PubMed and Google Scholar databases were …
medicine, public health, and the economy. PubMed and Google Scholar databases were …
Mendelian randomization study reveals a population-specific putative causal effect of type 2 diabetes in risk of cataract
Background The epidemiological association between type 2 diabetes and cataract has
been well established. However, it remains unclear whether the two diseases share a …
been well established. However, it remains unclear whether the two diseases share a …
CALANGO: a phylogeny-aware comparative genomics tool for discovering quantitative genotype-phenotype associations across species
JA Hongo, GM de Castro, APA Menezes, ACR Picorelli… - Patterns, 2023 - cell.com
Living species vary significantly in phenotype and genomic content. Sophisticated statistical
methods linking genes with phenotypes within a species have led to breakthroughs in …
methods linking genes with phenotypes within a species have led to breakthroughs in …
OmeSim: a genetics-based nonlinear simulator for in-between-ome and phenotype
Z Long, Q Zhang - bioRxiv, 2024 - biorxiv.org
Motivation: Deciphering genetic basis of complex traits via genotype-phenotype association
stud-ies is a long-standing theme in genetics. The availability of molecular omics data (such …
stud-ies is a long-standing theme in genetics. The availability of molecular omics data (such …
Machine Learning Approaches for the Prioritisation of Cardiovascular Disease Genes Following Genome-wide Association Study
H Nicholls - 2023 - qmro.qmul.ac.uk
Genome-wide association studies (GWAS) have revealed thousands of genetic loci,
establishing itself as a valuable method for unravelling the complex biology of many …
establishing itself as a valuable method for unravelling the complex biology of many …