AIMC Topic: Models, Genetic

Clear Filters Showing 41 to 50 of 345 articles

Interaction between maintenance variables of medical ultrasound scanners through multifactor dimensionality reduction.

Expert review of medical devices Aug 7, 2023
BACKGROUND: Proper maintenance of electro-medical devices is crucial for the quality of care to patients and the economic performance of healthcare organizations. This research aims to identify the interaction between Ultrasound scanners (US) mainten...
Ultrasonography Models, Genetic Multifactor Dimensionality Reduction Humans Reproducibility of Results
View on PubMed DOI

deepGBLUP: joint deep learning networks and GBLUP framework for accurate genomic prediction of complex traits in Korean native cattle.

Genetics, selection, evolution : GSE Jul 31, 2023
BACKGROUND: Genomic prediction has become widespread as a valuable tool to estimate genetic merit in animal and plant breeding. Here we develop a novel genomic prediction algorithm, called deepGBLUP, which integrates deep learning networks and a geno...
Bayes Theorem Quantitative Trait Loci Multifactorial Inheritance Genotype Models, Genetic Animals Deep Learning Genomics Polymorphism, Single Nucleotide Cattle Phenotype Republic of Korea
View on PubMed DOI

DeepCGP: A Deep Learning Method to Compress Genome-Wide Polymorphisms for Predicting Phenotype of Rice.

IEEE/ACM transactions on computational biology and bioinformatics Jun 5, 2023
Genomic selection (GS) is expected to accelerate plant and animal breeding. During the last decade, genome-wide polymorphism data have increased, which has raised concerns about storage cost and computational time. Several individual studies have att...
Phenotype Genomics Polymorphism, Single Nucleotide Genotype Animals Deep Learning Oryza Models, Genetic Bayes Theorem
View on PubMed DOI

Gene-environment interaction analysis via deep learning.

Genetic epidemiology Feb 19, 2023
Gene-environment (G-E) interaction analysis plays an important role in studying complex diseases. Extensive methodological research has been conducted on G-E interaction analysis, and the existing methods are mostly based on regression techniques. In...
Melanoma, Cutaneous Malignant Gene-Environment Interaction Deep Learning Models, Genetic Melanoma Skin Neoplasms Humans
View on PubMed DOI

Deep learning identified genetic variants for COVID-19-related mortality among 28,097 affected cases in UK Biobank.

Genetic epidemiology Jan 24, 2023
Analysis of host genetic components provides insights into the susceptibility and response to viral infection such as severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), which causes coronavirus disease 2019 (COVID-19). To reveal genetic de...
Biological Specimen Banks United Kingdom SARS-CoV-2 Deep Learning Models, Genetic Humans COVID-19
View on PubMed DOI

Quartet Based Gene Tree Imputation Using Deep Learning Improves Phylogenomic Analyses Despite Missing Data.

Journal of computational biology : a journal of computational molecular cell biology Sep 1, 2022
Species tree estimation is frequently based on phylogenomic approaches that use multiple genes from throughout the genome. However, for a combination of reasons (ranging from sampling biases to more biological causes, as in gene birth and loss), gene...
Phylogeny Deep Learning Genome Genetic Speciation Computer Simulation Models, Genetic
View on PubMed DOI

Experimental exploration of a ribozyme neutral network using evolutionary algorithm and deep learning.

Nature communications Aug 17, 2022
A neutral network connects all genotypes with equivalent phenotypes in a fitness landscape and plays an important role in the mutational robustness and evolvability of biomolecules. In contrast to earlier theoretical works, evidence of large neutral ...
Algorithms Genotype Models, Genetic Deep Learning Genetic Fitness Evolution, Molecular RNA, Catalytic Mutation
View on PubMed DOI

Latent space of a small genetic network: Geometry of dynamics and information.

Proceedings of the National Academy of Sciences of the United States of America Jun 22, 2022
The high-dimensional character of most biological systems presents genuine challenges for modeling and prediction. Here we propose a neural network-based approach for dimensionality reduction and analysis of biological gene expression data, using, as...
Drosophila Gene Regulatory Networks Models, Genetic Neural Networks, Computer Drosophila Proteins Animals
View on PubMed DOI

Robots as models of evolving systems.

Proceedings of the National Academy of Sciences of the United States of America Mar 17, 2022
Experimental robobiological physics can bring insights into biological evolution. We present a development of hybrid analog/digital autonomous robots with mutable diploid dominant/recessive 6-byte genomes. The robots are capable of death, rebirth, an...
Animals Models, Genetic Mammals Population Dynamics Probability Mutation Robotics Selection, Genetic
View on PubMed DOI

Construction of genetic classification model for coronary atherosclerosis heart disease using three machine learning methods.

BMC cardiovascular disorders Feb 12, 2022
BACKGROUND: Although the diagnostic method for coronary atherosclerosis heart disease (CAD) is constantly innovated, CAD in the early stage is still missed diagnosis for the absence of any symptoms. The gene expression levels varied during disease de...
Predictive Value of Tests Transcriptome Coronary Artery Disease Phenotype Humans Genetic Predisposition to Disease Models, Genetic Support Vector Machine Machine Learning Gene Expression Profiling Databases, Genetic
View on PubMed DOI
Popular Topics
Recent Journals