AIMC Topic: Microsatellite Repeats

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Designing of an artificial neural network model to evaluate the association of three combined Y-specific microsatellite loci on the actual and predicted postthaw motility in crossbred bull semen.

Theriogenology Jan 21, 2015
The freezing of bull semen significantly hamper the motility of sperm which reduces the conception rate in dairy cattle. The prediction of postthaw motility (PTM) before freezing will be useful to take the decision on discarding or freezing of the ge...
Sperm Motility Cattle Fertility Animals Genotype Semen Preservation Male Neural Networks, Computer Y Chromosome Microsatellite Repeats Cryopreservation Hybridization, Genetic Regression Analysis
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Explainable artificial intelligence in forensic DNA analysis: Alleles identification in challenging electropherograms using supervised machine learning methods.

Forensic science international. Genetics Jun 1, 2025
Challenging samples in capillary electrophoresis (CE)-based short tandem repeat (STR) analysis often produce artefactual signals that cannot be completely filtered out by expert electropherogram (EPG) reading systems, complicating allele interpretati...
Supervised Machine Learning Alleles Algorithms ROC Curve Forensic Genetics DNA Fingerprinting Humans Electrophoresis, Capillary Microsatellite Repeats Artificial Intelligence Machine Learning
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MSIsensor-ct: microsatellite instability detection using cfDNA sequencing data.

Briefings in bioinformatics Sep 2, 2021
MOTIVATION: Microsatellite instability (MSI) is a promising biomarker for cancer prognosis and chemosensitivity. Techniques are rapidly evolving for the detection of MSI from tumor-normal paired or tumor-only sequencing data. However, tumor tissues a...
Machine Learning Software Humans Sequence Analysis, DNA Limit of Detection Neoplasms Computational Biology Circulating Tumor DNA High-Throughput Nucleotide Sequencing Microsatellite Repeats Microsatellite Instability
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Outgroup Machine Learning Approach Identifies Single Nucleotide Variants in Noncoding DNA Associated with Autism Spectrum Disorder.

Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing Jan 1, 2019
Autism spectrum disorder (ASD) is a heritable neurodevelopmental disorder affecting 1 in 59 children. While noncoding genetic variation has been shown to play a major role in many complex disorders, the contribution of these regions to ASD susceptibi...
CpG Islands RNA, Untranslated Microsatellite Repeats Supranuclear Palsy, Progressive Whole Genome Sequencing Genetic Variation DNA Female Male Case-Control Studies Genetic Association Studies Cohort Studies Phenotype Computational Biology Logistic Models Autism Spectrum Disorder MicroRNAs Machine Learning Genetic Predisposition to Disease Humans Polymorphism, Single Nucleotide Child Gene Regulatory Networks
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