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Burak Yelmen

Creating artificial human genomes using generative neural networks
2021 · Burak Yelmen, Aurélien Decelle, et al. · PLoS Genetics · 150
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The Estonian Biobank’s journey from biobanking to personalized medicine
2025 · Lili Milani, Maris Alver, et al. · Nature Communications · 144
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An Overview of Deep Generative Models in Functional and Evolutionary Genomics
2023 · Burak Yelmen, Flora Jay · Annual Review of Biomedical Data Science · 34
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Deep convolutional and conditional neural networks for large-scale genomic data generation
2023 · Burak Yelmen, Aurélien Decelle, et al. · PLoS Computational Biology · 33
Ancestry-Specific Analyses Reveal Differential Demographic Histories and Opposite Selective Pressures in Modern South Asian Populations
2019 · Burak Yelmen, Mayukh Mondal, et al. · Molecular Biology and Evolution · 24
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West Asian sources of the Eurasian component in Ethiopians: a reassessment
2019 · Ludovica Molinaro, Francesco Montinaro, et al. · Scientific Reports · 14
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Improving Selection Detection with Population Branch Statistic on Admixed Populations
2021 · Burak Yelmen, Davide Marnetto, et al. · Genome Biology and Evolution · 13
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Revisiting the out of Africa event with a deep-learning approach
2021 · Francesco Montinaro, Vasili Pankratov, et al. · The American Journal of Human Genetics · 12
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A Chromosome-Painting-Based Pipeline to Infer Local Ancestry under Limited Source Availability
2021 · Ludovica Molinaro, Davide Marnetto, et al. · Genome Biology and Evolution · 10
Latent generative modeling of long genetic sequences with GANs
2024 · Antoine Szatkownik, Cyril Furtlehner, et al. · bioRxiv (Cold Spring Harbor Laboratory) · 8
Interpreting artificial neural networks to detect genome-wide association signals for complex traits
2026 · Burak Yelmen, Maris Alver, et al. · NAR Genomics and Bioinformatics · 6
Impact of biased sex ratio on the genetic diversity, structure, and differentiation of Populus nigra (European black poplar)
2020 · Asiye Çiftçi, Burak Yelmen, et al. · Botany · 6
Towards creating longer genetic sequences with GANs: Generation in principal component space
2023 · Szatkownik, Antoine, Furtlehner, Cyril, et al. · HAL · 4
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Diffusion-based artificial genomes and their usefulness for local ancestry inference
2024 · Antoine Szatkownik, Léo Planche, et al. · bioRxiv (Cold Spring Harbor Laboratory) · 3
PRIVET: PRoximIty leakage detection Via Extreme value Theory
2025 · Szatkownik, Antoine, Decelle, Aurélien, et al. · arXiv (Cornell University) · 1
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PRIVET: PRoximIty leakage detection Via Extreme value Theory
2026 · Szatkownik, Antoine, Decelle, Aurélien, et al. · HAL
Bias in Genome-Wide Association Test Statistics Due to Omitted Interactions
2026 · Burak Yelmen, Merve Nur Güler, et al. · Journal of Computational Biology
Detecting CYP2C19 deletions from genotyping array signals using neural networks
2026 · Burak Yelmen, Robin J. Hofmeister, et al. · bioRxiv (Cold Spring Harbor Laboratory)
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Covariate-aware genomic prediction of blood metabolite profiles using multi-task neural networks
2026 · Merve Nur Güler, Maris Alver, et al. · bioRxiv (Cold Spring Harbor Laboratory)
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Review: MTaxi: A comparative tool for taxon identification of ultra low coverage ancient genomes (Round3/Review1)
2023 · Yelmen, Burak · Open Research Europe
Review: MTaxi: A comparative tool for taxon identification of ultra low coverage ancient genomes (Round2/Review2)
2023 · Yelmen, Burak · Open Research Europe
Review: MTaxi: A comparative tool for taxon identification of ultra low coverage ancient genomes (Round1/Review2)
2023 · Yelmen, Burak · Open Research Europe
Populus nigra popülasyonlarinda eşey oraninin genetik farklilaşmaya olan etkisi.
2017 · Yelmen, Burak · OpenMETU (Middle East Technical University)
Works count: 24
Citation count: 462
H-index: 9
I10-index: 9
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