AIMC Topic: Pedigree

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Multi-task genomic prediction using gated residual variable selection neural networks.

BMC bioinformatics Jul 7, 2025
BACKGROUND: The recent development of high-throughput sequencing techniques provide massive data that can be used in genome-wide prediction (GWP). Although GWP is effective on its own, the incorporation of traditional polygenic pedigree information i...
Neural Networks, Computer Animals Models, Genetic Bayes Theorem Pedigree Swine Mice Genomics
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Predicting genetic merit in Harnali sheep using machine learning techniques.

Tropical animal health and production Jun 3, 2025
Machine learning techniques offer promising avenues for enhancing animal breeding programs by leveraging genomic and phenotypic data to predict valuable traits accurately. In this study, we evaluated seven machine learning algorithms viz., K-nearest ...
Sheep, Domestic Bayes Theorem Breeding Pedigree Machine Learning Algorithms Female Phenotype Animals Male
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Ethical and security challenges in AI for forensic genetics: From bias to adversarial attacks.

Forensic science international. Genetics Jan 27, 2025
Forensic scientists play a crucial role in assigning probabilities to evidence based on competing hypotheses, which is fundamental in legal contexts where propositions are presented usually by prosecution and defense. The likelihood ratio (LR) is a w...
Humans Artificial Intelligence Pedigree Likelihood Functions Forensic Genetics Machine Learning Bias
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Machine learning for genomic and pedigree prediction in sugarcane.

The plant genome Jun 26, 2024
Sugarcane (Saccharum spp.) plays a crucial role in global sugar production; however, the efficiency of breeding programs has been hindered by its heterozygous polyploid genomes. Considering non-additive genetic effects is essential in genome predicti...
Genomics Polymorphism, Single Nucleotide Genotype Machine Learning Plant Breeding Saccharum Pedigree Genome, Plant
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Development of a multi-use decision support system for scientific management and breeding of sheep.

Scientific reports Nov 12, 2022
As the challenges of food insecurity and population explosion become more pressing, there is a dire need to revamp the existing breeding and animal management systems. This can be achieved by the introduction of technology for efficiency and the impr...
Pedigree Inbreeding Artificial Intelligence Animals India Sheep
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The application of machine learning to predict genetic relatedness using human mtDNA hypervariable region I sequences.

PloS one Feb 18, 2022
Human identification of unknown samples following disaster and mass casualty events is essential, especially to bring closure to family and friends of the deceased. Unfortunately, victim identification is often challenging for forensic investigators ...
Pedigree Forensic Genetics DNA, Mitochondrial Polymorphism, Genetic Racial Groups Humans Machine Learning
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Use of machine learning to classify high-risk variants of uncertain significance in lamin A/C cardiac disease.

Heart rhythm Dec 24, 2021
BACKGROUND: Variation in lamin A/C results in a spectrum of clinical disease, including arrhythmias and cardiomyopathy. Benign variation is rare, and classification of LMNA missense variants via in silico prediction tools results in a high rate of va...
Humans Machine Learning Heart Diseases Pedigree Cardiac Conduction System Disease Lamin Type A
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Predicting affinity ties in a surname network.

PloS one Sep 2, 2021
From administrative registers of last names in Santiago, Chile, we create a surname affinity network that encodes socioeconomic data. This network is a multi-relational graph with nodes representing surnames and edges representing the prevalence of i...
Social Class Humans Pedigree Names Male Machine Learning Consanguinity Female Chile Data Mining
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Machine-learning predicts genomic determinants of meiosis-driven structural variation in a eukaryotic pathogen.

Nature communications Jun 10, 2021
Species harbor extensive structural variation underpinning recent adaptive evolution. However, the causality between genomic features and the induction of new rearrangements is poorly established. Here, we analyze a global set of telomere-to-telomere...
Ascomycota Pedigree Meiosis Eukaryota Phylogeny Machine Learning Genome Genome-Wide Association Study Crossing Over, Genetic Computer Simulation INDEL Mutation Evolution, Molecular Genomics Genes, Duplicate Polymorphism, Single Nucleotide Chromosomes Genetic Variation Sequence Inversion Models, Genetic Arabidopsis Polymorphism, Genetic Retroelements
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genoDraw: A Web Tool for Developing Pedigree Diagrams Using the Standardized Human Pedigree Nomenclature Integrated with Biomedical Vocabularies.

AMIA ... Annual Symposium proceedings. AMIA Symposium Mar 4, 2020
The integration of genetic information in current clinical routine has raised a need for tools to exploit family genetic knowledge. On the clinical side, an application for managing and visualizing pedigree diagrams could provide genetics specialists...
Vocabulary, Controlled Internet Humans Pedigree Biological Ontologies Computer Graphics Software Terminology as Topic
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