GitHub - hprovyn/str-to-haplogroup-predictor: Implementation of a Machine Learning Model for predicting Y-SNP haplogroup based on Y-STR input
![Genes | Free Full-Text | Genetic Reconstruction and Forensic Analysis of Chinese Shandong and Yunnan Han Populations by Co-Analyzing Y Chromosomal STRs and SNPs Genes | Free Full-Text | Genetic Reconstruction and Forensic Analysis of Chinese Shandong and Yunnan Han Populations by Co-Analyzing Y Chromosomal STRs and SNPs](https://www.mdpi.com/genes/genes-11-00743/article_deploy/html/images/genes-11-00743-g001.png)
Genes | Free Full-Text | Genetic Reconstruction and Forensic Analysis of Chinese Shandong and Yunnan Han Populations by Co-Analyzing Y Chromosomal STRs and SNPs
![PDF] Haplogroup Prediction from Y-STR Values Using a Bayesian-Allele- Frequency Approach | Semantic Scholar PDF] Haplogroup Prediction from Y-STR Values Using a Bayesian-Allele- Frequency Approach | Semantic Scholar](https://d3i71xaburhd42.cloudfront.net/7c6bad48dbf6d576344b06b0eea8c99f79f90087/2-Table2-1.png)
PDF] Haplogroup Prediction from Y-STR Values Using a Bayesian-Allele- Frequency Approach | Semantic Scholar
![Frontiers | Y-STR Haplogroup Diversity in the Jat Population Reveals Several Different Ancient Origins Frontiers | Y-STR Haplogroup Diversity in the Jat Population Reveals Several Different Ancient Origins](https://www.frontiersin.org/files/Articles/277521/fgene-08-00121-HTML/image_m/fgene-08-00121-g001.jpg)
Frontiers | Y-STR Haplogroup Diversity in the Jat Population Reveals Several Different Ancient Origins
![Determination of population origin: a comparison of autosomal SNPs, Y-chromosomal and mtDNA haplogroups using a Malagasy population as example | European Journal of Human Genetics Determination of population origin: a comparison of autosomal SNPs, Y-chromosomal and mtDNA haplogroups using a Malagasy population as example | European Journal of Human Genetics](https://media.springernature.com/m685/springer-static/image/art%3A10.1038%2Fejhg.2013.51/MediaObjects/41431_2013_Article_BFejhg201351_Fig1_HTML.jpg)
Determination of population origin: a comparison of autosomal SNPs, Y-chromosomal and mtDNA haplogroups using a Malagasy population as example | European Journal of Human Genetics
![Network of Y-STR haplotypes within haplogroup G1. Arrows mark samples... | Download Scientific Diagram Network of Y-STR haplotypes within haplogroup G1. Arrows mark samples... | Download Scientific Diagram](https://www.researchgate.net/publication/274693345/figure/fig8/AS:341604238938126@1458456206226/Network-of-Y-STR-haplotypes-within-haplogroup-G1-Arrows-mark-samples-chosen-for.png)
Network of Y-STR haplotypes within haplogroup G1. Arrows mark samples... | Download Scientific Diagram
![Whole Y-chromosome sequences reveal an extremely recent origin of the most common North African paternal lineage E-M183 (M81) | Scientific Reports Whole Y-chromosome sequences reveal an extremely recent origin of the most common North African paternal lineage E-M183 (M81) | Scientific Reports](https://media.springernature.com/full/springer-static/image/art%3A10.1038%2Fs41598-017-16271-y/MediaObjects/41598_2017_16271_Fig1_HTML.jpg)
Whole Y-chromosome sequences reveal an extremely recent origin of the most common North African paternal lineage E-M183 (M81) | Scientific Reports
![Predicting haplogroups using a versatile machine learning program (PredYMaLe) on a new mutationally balanced 32 Y-STR multiplex (CombYplex): Unlocking the full potential of the human STR mutation rate spectrum to estimate forensic Predicting haplogroups using a versatile machine learning program (PredYMaLe) on a new mutationally balanced 32 Y-STR multiplex (CombYplex): Unlocking the full potential of the human STR mutation rate spectrum to estimate forensic](https://www.fsigenetics.com/cms/asset/fc2396e8-4ed2-47f4-a34e-1f03ea2124c3/gr5.jpg)
Predicting haplogroups using a versatile machine learning program (PredYMaLe) on a new mutationally balanced 32 Y-STR multiplex (CombYplex): Unlocking the full potential of the human STR mutation rate spectrum to estimate forensic
![Geographical structuring and low diversity of paternal lineages in Bahrain shown by analysis of 27 Y-STRs | SpringerLink Geographical structuring and low diversity of paternal lineages in Bahrain shown by analysis of 27 Y-STRs | SpringerLink](https://media.springernature.com/lw685/springer-static/image/art%3A10.1007%2Fs00438-020-01696-4/MediaObjects/438_2020_1696_Fig2_HTML.png)
Geographical structuring and low diversity of paternal lineages in Bahrain shown by analysis of 27 Y-STRs | SpringerLink
![Insights into the Middle Eastern paternal genetic pool in Tunisia: high prevalence of T-M70 haplogroup in an Arab population | Scientific Reports Insights into the Middle Eastern paternal genetic pool in Tunisia: high prevalence of T-M70 haplogroup in an Arab population | Scientific Reports](https://media.springernature.com/m685/springer-static/image/art%3A10.1038%2Fs41598-021-95144-x/MediaObjects/41598_2021_95144_Fig1_HTML.png)
Insights into the Middle Eastern paternal genetic pool in Tunisia: high prevalence of T-M70 haplogroup in an Arab population | Scientific Reports
![Distribution of the major Y-STR based haplogroups (a) Gujjars (GJ) and... | Download Scientific Diagram Distribution of the major Y-STR based haplogroups (a) Gujjars (GJ) and... | Download Scientific Diagram](https://www.researchgate.net/publication/339076621/figure/fig3/AS:855584236662788@1580998586549/Distribution-of-the-major-Y-STR-based-haplogroups-a-Gujjars-GJ-and-b-Ladakhis-LL.jpg)
Distribution of the major Y-STR based haplogroups (a) Gujjars (GJ) and... | Download Scientific Diagram
![Frontiers | Genetic Relationship Among the Kazakh People Based on Y-STR Markers Reveals Evidence of Genetic Variation Among Tribes and Zhuz Frontiers | Genetic Relationship Among the Kazakh People Based on Y-STR Markers Reveals Evidence of Genetic Variation Among Tribes and Zhuz](https://www.frontiersin.org/files/Articles/801295/fgene-12-801295-HTML-r1/image_m/fgene-12-801295-g002.jpg)
Frontiers | Genetic Relationship Among the Kazakh People Based on Y-STR Markers Reveals Evidence of Genetic Variation Among Tribes and Zhuz
![Improving the regional Y-STR haplotype resolution utilizing haplogroup-determining Y-SNPs and the application of machine learning in Y-SNP haplogroup prediction in a forensic Y-STR database: A pilot study on male Chinese Yunnan Zhaoyang Improving the regional Y-STR haplotype resolution utilizing haplogroup-determining Y-SNPs and the application of machine learning in Y-SNP haplogroup prediction in a forensic Y-STR database: A pilot study on male Chinese Yunnan Zhaoyang](https://ars.els-cdn.com/content/image/1-s2.0-S1872497321001940-gr2.jpg)
Improving the regional Y-STR haplotype resolution utilizing haplogroup-determining Y-SNPs and the application of machine learning in Y-SNP haplogroup prediction in a forensic Y-STR database: A pilot study on male Chinese Yunnan Zhaoyang
![Frontiers | Haplogroup Prediction Using Y-Chromosomal Short Tandem Repeats in the General Population of Bosnia and Herzegovina Frontiers | Haplogroup Prediction Using Y-Chromosomal Short Tandem Repeats in the General Population of Bosnia and Herzegovina](https://www.frontiersin.org/files/Articles/671467/fgene-12-671467-HTML/image_m/fgene-12-671467-g001.jpg)