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References from Explainable AI-driven marker selection and development of EastFocus AISNPplex 61 assay for fine-scale biogeographical ancestry inference. Local targets link to admitted publications; unresolved targets remain external evidence.
Pacifiplex: an ancestry-informative SNP panel centred on Australia and the Pacific region
10.1016/j.fsigen.2015.10.003 · 2016 · External reference
Establishing a second-tier panel of 18 ancestry informative markers to improve ancestry distinctions among Asian populations
10.1016/j.fsigen.2019.05.001 · 2019 · External reference
Dense SNP-based analyses complement forensic anthropology biogeographical ancestry assessments
10.1016/j.fsigen.2024.103147 · 2025 · External reference
A 50-SNP assay for biogeographic ancestry and phenotype prediction in the U.S. population
10.1016/j.fsigen.2013.07.010 · 2014 · External reference
Ancestry informative SNP panels for discriminating the major East Asian populations: Han Chinese, Japanese and Korean
10.1111/ahg.12320 · 2019 · External reference
MAPlex - A massively parallel sequencing ancestry analysis multiplex for Asia-Pacific populations
10.1016/j.fsigen.2019.06.022 · 2019 · External reference
Development and evaluations of the ancestry informative markers of the VISAGE Enhanced Tool for Appearance and Ancestry
10.1016/j.fsigen.2023.102853 · 2023 · External reference
COMBO: An AmpliSeq-based trilogy for autosomal and uniparental (Y & mito) biogeographical ancestry and appearance testing
10.1016/j.fsigen.2025.103349 · 2026 · External reference
SNVstory: inferring genetic ancestry from genome sequencing data
10.1186/s12859-024-05703-y · 2024 · External reference
A Versatile “Sample-in-Answer-Out” Microfluidic System for Combined Detection of Multi-Functional Forensic Human Genetic Markers
10.1002/smll.202507944 · 2025 · External reference
Next generation sequencing of a set of ancestry-informative SNPs: ancestry assignment of three continental populations and estimating ancestry composition for Mongolians
10.1007/s00438-020-01660-2 · 2020 · External reference
Inferring ancestral origin using a single multiplex assay of ancestry-informative marker SNPs
10.1016/j.fsigen.2007.06.008 · 2007 · External reference
Revision of the SNPforID 34-plex forensic ancestry test: Assay enhancements, standard reference sample genotypes and extended population studies
10.1016/j.fsigen.2012.06.007 · 2013 · External reference
Genetic relationships of European, Mediterranean, and SW Asian populations using a panel of 55 AISNPs
10.1038/s41431-019-0466-6 · 2019 · External reference
Ancestry informative marker sets for determining continental origin and admixture proportions in common populations in America
10.1002/humu.20822 · 2009 · External reference
Population relationships based on 170 ancestry SNPs from the combined Kidd and Seldin panels
10.1038/s41598-019-55175-x · 2019 · External reference
Bioinformatic insights into five Chinese population substructures inferred from the East Asian-specific AISNP panel
10.1186/s12864-025-11947-6 · 2025 · External reference
Integrated genetic and geographic ancestry prediction via large-scale genomic data and machine learning
10.1186/s40246-025-00837-3 · 2025 · External reference
Targeted sequencing of high-density SNPs provides an enhanced tool for forensic applications and genetic landscape exploration in Chinese Korean ethnic group
10.1186/s40246-023-00541-0 · 2023 · External reference
A panel of 74 AISNPs: Improved ancestry inference within Eastern Asia
10.1016/j.fsigen.2016.04.002 · 2016 · External reference
Comparative evaluation of an original microhaplotype panel and its expanded version for human identification and ancestry inference in Brazilian and admixed American populations
10.1016/j.fsigen.2026.103446 · 2026 · External reference
KLFDAPC: a supervised machine learning approach for spatial genetic structure analysis
10.1093/bib/bbac202 · 2022 · External reference
From unsupervised selection of AIMs to likelihood-based BGA inference: Challenges revealed by OpenADMIXTURE and GENOGEOGRAPHER
10.1016/j.fsigen.2026.103433 · 2026 · External reference
Genome-wide association studies combined with k-fold cross-validation identify rs17822931 as an ancestry-informative marker in Han Chinese population
10.1002/elps.202200227 · 2023 · External reference
Biogeographical ancestry, variable selection, and PLS-DA method: a new panel to assess ancestry in forensic samples via MPS technology
10.1016/j.fsigen.2022.102806 · 2023 · External reference
A biogeographical ancestry inference pipeline using PCA-XGBoost model and its application in Asian populations
10.1016/j.fsigen.2025.103239 · 2025 · External reference
Systematic analyses of AISNPs screening and classification algorithms based on genome-wide data for forensic biogeographic ancestry inference
10.1016/j.forsciint.2024.111975 · 2024 · External reference
Systematic selection of ancestry informative SNPs for differentiating Han, Japanese, Dai, and Kinh populations
10.1002/elps.202200292 · 2023 · External reference
Machine learning applications in forensic DNA profiling: A critical review
10.1016/j.fsigen.2023.102994 · 2024 · External reference
AI-driven feature selection and epigenetic pattern analysis: A screening strategy of CpGs validated by pyrosequencing for body fluid identification
10.1016/j.forsciint.2024.112339 · 2025 · External reference
A high-performance SNP panel developed by machine-learning approaches for characterizing genetic differences of Southern and Northern Han Chinese, Korean, and Japanese individuals
10.1002/elps.202100184 · 2022 · External reference
EASplex: A panel of 308 AISNPs for East Asian ancestry inference using next generation sequencing
10.1016/j.fsigen.2022.102739 · 2022 · External reference
Development of a multiplex PCR system of 59 mitochondrial SNPs and genetic analysis in Chinese population
10.1002/elps.201400047 · 2014 · External reference
Typing of semen-containing mixtures using ARMS-based semen-specific CpG-InDel/STR markers
10.1007/s00414-022-02843-9 · 2022 · External reference
Development of a novel panel for blood identification based on blood-specific CpG-linked SNP markers
10.1007/s00414-023-03105-y · 2024 · External reference
A new method to detect methylation profiles for forensic body fluid identification combining ARMS-PCR technique and random forest model
10.1016/j.fsigen.2020.102371 · 2020 · External reference
Forensic characteristic and population structure dissection of Shaanxi Han population in the light of diallelic deletion/insertion polymorphism data
10.1016/j.ygeno.2020.06.028 · 2020 · External reference
Forensic features and genetic structure revealed by 47 individual identification InDels in the Shaanxi Han population
10.1016/j.legalmed.2022.102030 · 2022 · External reference
Haplogroup Structure and Genetic Variation Analyses of 60 Mitochondrial DNA Markers in Southern Shaanxi Han Population
10.1007/s10528-019-09942-0 · 2020 · External reference
Developing and population analysis of a new multiplex panel of 18 microhaplotypes and compound markers using next generation sequencing and its application in the Shaanxi Han population
10.1002/elps.201900451 · 2020 · External reference
Developmental validations of a self-developed 39 AIM-InDel panel and its forensic efficiency evaluations in the Shaanxi Han population
10.1007/s00414-021-02600-4 · 2021 · External reference
Forensic Characteristics and Genetic Background Dissections of Chinese Manchu and Zhuang Groups Using 59 Autosomal Diallelic InDels and 2 miniSTRs
10.31083/j.fbl2709258 · 2022 · External reference
Exploring the forensic effectiveness and population genetic differentiation by self-constructed 41 multi-InDel panel in Yunnan Zhuang group
10.1016/j.gene.2023.147180 · 2023 · External reference
Paternal genetic structure of Kyrgyz ethnic group in China revealed by high-resolution Y-chromosome STRs and SNPs
10.1002/elps.202100142 · 2021 · External reference
Multiple founding paternal lineages inferred from the newly-developed 639-plex Y-SNP panel suggested the complex admixture and migration history of Chinese people
10.1186/s40246-023-00476-6 · 2023 · External reference
Automated Machine Learning-Based Models for Predicting Effluent Total Nitrogen Concentration of Reclaimed Water in Constructed Wetlands and Precise Regulation of Manganese Ion Dosing Methods
10.1021/acs.iecr.5c01469 · 2025 · External reference
A global reference for human genetic variation
10.1038/nature15393 · 2015 · External reference
The GenomeAsia 100K Project enables genetic discoveries across Asia
10.1038/s41586-019-1793-z · 2019 · External reference
AutoDimer: a screening tool for primer-dimer and hairpin structures
10.2144/04372st03 · 2004 · External reference
Primer3--new capabilities and interfaces
10.1093/nar/gks596 · 2012 · External reference
STRAF-A convenient online tool for STR data evaluation in forensic genetics
10.1016/j.fsigen.2017.07.007 · 2017 · External reference
genepop’007: a complete re-implementation of the genepop software for Windows and Linux
10.1111/j.1471-8286.2007.01931.x · 2008 · External reference
PLINK: A Tool Set for Whole-Genome Association and Population-Based Linkage Analyses
10.1086/519795 · 2007 · External reference
Fast model-based estimation of ancestry in unrelated individuals
10.1101/gr.094052.109 · 2009 · External reference
MEGA X: Molecular Evolutionary Genetics Analysis across Computing Platforms
10.1093/molbev/msy096 · 2018 · External reference
Inference of population splits and mixtures from genome-wide allele frequency data
10.1371/journal.pgen.1002967 · 2012 · External reference
STRAF 2: New features and improvements of the STR population data analysis software
10.1016/j.fsigen.2024.103207 · 2025 · External reference
AncestryPainter: A Graphic Program for Displaying Ancestry Composition of Populations and Individuals
10.1016/j.gpb.2018.05.002 · 2018 · External reference
AncestryPainter 2.0: Visualizing Ancestry Composition and Admixture History Graph
10.1093/gbe/evae249 · 2024 · External reference
OptM: estimating the optimal number of migration edges on population trees using Treemix
10.1093/biomethods/bpab017 · 2021 · External reference
