| 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 | 124 | 2021 |
| 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 | 25 | 2019 |
| 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 | 18 | 2023 |
| 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 | 17 | 2019 |
| An overview of deep generative models in functional and evolutionary genomics B Yelmen, F Jay Annual Review of Biomedical Data Science 6 (1), 173-189, 2023 | 16 | 2023 |
| 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 | 16 | 2021 |
| 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 | 10 | 2021 |
| Creating artificial human genomes using generative models. bioRxiv B Yelmen, A Decelle, L Ongaro, D Marnetto, C Tallec, F Montinaro, ... | 7 | 2019 |
| 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 | 6 | 2020 |
| 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 | 5 | 2021 |
| 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 | 3 | 2024 |
| Characterization of ancient Eurasian influences within modern human genomes B Yelmen Tartu, 2021 | 3 | 2021 |
| Latent generative modeling of long genetic sequences with GANs A Szatkownik, C Furtlehner, G Charpiat, B Yelmen, F Jay bioRxiv, 2024.08. 07.607012, 2024 | | 2024 |
| Interpreting artificial neural networks to detect genome-wide association signals for complex traits B Yelmen, M Alver, EBR Team, F Jay, L Milani arXiv preprint arXiv:2407.18811, 2024 | | 2024 |
| Diffusion-based artificial genomes and their usefulness for local ancestry inference A Szatkownik, L Planche, M Demeulle, T Chambe, M Avila Arcos, ... bioRxiv, 2024.10. 28.620648, 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 | | |