AEon: A global genetic ancestry estimation tool
AEon estimates global genetic ancestry from VCF/BCF files, offering faster and more accurate results than ADMIXTURE with built-in reference populations and visualization tools.
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Garvan Institute of Medical ResearchORCID 0000-0001-5078-6687Unclaimed ORCID profile · follow to get notified of new preprints
7 papers
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AEon estimates global genetic ancestry from VCF/BCF files, offering faster and more accurate results than ADMIXTURE with built-in reference populations and visualization tools.
Clare Puttick, Ryan L. Davis, Kishore Raj Kumar…·Mark J. Cowley
mity detects low heteroplasmy mitochondrial variants in whole genome sequencing data, improving diagnostic rates for mitochondrial diseases.
André E. Minoche, Ben Lundie, Greg B. Peters…·Mark J. Cowley
ClinSV detects structural and copy number variants from whole genome sequencing data with high sensitivity and low false positive rates, outperforming clinical microarrays in identifying reportable variants.
Mark Pinese, Paul A Lacaze, Emma M. Rath…·David Morgan Thomas
The paper introduces the Medical Genome Reference Bank, a resource of whole genome sequences and phenotypes from 2,570 healthy elderly Australians, showing fewer disease-associated variants and age-related somatic changes linked to grip strength.
Paul A Lacaze, Mark Pinese, Warren H. Kaplan…·David Morgan Thomas
The paper introduces the Medical Genome Reference Bank (MGRB), a whole-genome dataset of 4,000 healthy elderly individuals, to serve as a reference for genetic variant analysis and healthy aging research.
Swetansu Pattnaik, Catherine Vacher, Hong Ching Lee…·Mark Pinese
EPICC clusters cancer patients using DNA mutation profiles and protein interactions, identifying new cross-tissue cancer groups and protein modules.
Boris Guennewig, Zachary Davies, Mark Pinese, Antony A. Cooper
blkbox integrates nine machine learning algorithms to identify disease biomarkers by selecting the best classifier for a dataset, offering feature selection and visualization without parameter optimization.