Follow
Burak Yelmen
Title
Cited by
Cited by
Year
Creating artificial human genomes using generative neural networks
B Yelmen, A Decelle, L Ongaro, D Marnetto, C Tallec, F Montinaro, ...
PLoS genetics 17 (2), e1009303, 2021
972021
Ancestry-specific analyses reveal differential demographic histories and opposite selective pressures in modern South Asian populations
B Yelmen, M Mondal, D Marnetto, AK Pathak, F Montinaro, ...
Molecular biology and evolution 36 (8), 1628-1642, 2019
222019
West Asian sources of the Eurasian component in Ethiopians: a reassessment
L Molinaro, F Montinaro, B Yelmen, D Marnetto, DM Behar, T Kivisild, ...
Scientific reports 9 (1), 18811, 2019
172019
Revisiting the out of Africa event with a deep-learning approach
F Montinaro, V Pankratov, B Yelmen, L Pagani, M Mondal
The American Journal of Human Genetics 108 (11), 2037-2051, 2021
132021
An overview of deep generative models in functional and evolutionary genomics
B Yelmen, F Jay
Annual Review of Biomedical Data Science 6, 173-189, 2023
92023
Improving selection detection with population branch statistic on admixed populations
B Yelmen, D Marnetto, L Molinaro, R Flores, M Mondal, L Pagani
Genome biology and evolution 13 (4), evab039, 2021
82021
Creating artificial human genomes using generative models. bioRxiv
B Yelmen, A Decelle, L Ongaro, D Marnetto, C Tallec, F Montinaro, ...
72019
Impact of biased sex ratio on the genetic diversity, structure, and differentiation of Populus nigra (European black poplar)
A Çiftçi, B Yelmen, FÖ Değirmenci, Z Kaya
Botany 98 (10), 603-613, 2020
52020
Deep convolutional and conditional neural networks for large-scale genomic data generation
B Yelmen, A Decelle, LL Boulos, A Szatkownik, C Furtlehner, G Charpiat, ...
PLOS Computational Biology 19 (10), e1011584, 2023
32023
A chromosome-painting-based pipeline to infer local ancestry under limited source availability
L Molinaro, D Marnetto, M Mondal, L Ongaro, B Yelmen, DJ Lawson, ...
Genome Biology and Evolution 13 (4), evab025, 2021
32021
Characterization of ancient Eurasian influences within modern human genomes
B Yelmen
Tartu, 2021
22021
Towards creating longer genetic sequences with GANs: Generation in principal component space
A Szatkownik, C Furtlehner, G Charpiat, B Yelmen, F Jay
Machine Learning in Computational Biology, 110-122, 2024
2024
Creating artificial human genomes using generative neural networks
B Yelmen, A Decelle, L Ongaro, D Marnetto, C Tallec, F Montinaro, ...
EUROPEAN JOURNAL OF HUMAN GENETICS 28 (SUPPL 1), 591-592, 2020
2020
The effects of sex ratio in estimation of genetic differentiation in Populus nigra populations
B Yelmen
Middle East Technical University, 2017
2017
Revisiting the Out of Africa event with a novel Deep Learning approach 2
F Montinaro, V Pankratov, B Yelmen, L Pagani, M Mondal
Creating Artificial Human Genomes Using Generative Models 2
B Yelmen, A Decelle, L Ongaro, D Marnetto
population 20, 21, 0
The system can't perform the operation now. Try again later.
Articles 1–16