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A review of UMAP in population genetics.

Diaz-Papkovich Alex, A Anderson-Trocmé, Luke L et al.

33057159 PubMed ID
4 Authors
2021-01-14 Published
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Chapter I

Publication Details

Comprehensive information about this research publication

Authors

DA
Diaz-Papkovich Alex
AA
A Anderson-Trocmé
LL
Luke L
GS
Gravel Simon
Chapter II

Abstract

Summary of the research findings

Uniform manifold approximation and projection (UMAP) has been rapidly adopted by the population genetics community to study population structure. It has become common in visualizing the ancestral composition of human genetic datasets, as well as searching for unique clusters of data, and for identifying geographic patterns. Here we give an overview of applications of UMAP in population genetics, provide recommendations for best practices, and offer insights on optimal uses for the technique.

Chapter III

Analysis

Comprehensive review of ancestry and genetic findings

Important Disclaimer: This review has been performed semi-automatically and is provided for informational purposes only. While we strive for accuracy, this analysis may contain errors, omissions, or misinterpretations of the original research. DNA Genics disclaims all liability for any inaccuracies, errors, or consequences arising from the use of this information. Users should independently verify all information and consult original research publications before making any decisions based on this content. This analysis is not intended as a substitute for professional scientific review or medical advice.

Analysis In Progress

Our analysis of this publication is currently being prepared. Please check back soon for comprehensive insights into the ancestry and genetic findings discussed in this research.