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Open Access
Peer-reviewed
Research Article
scAEGAN: Unification of single-cell genomics data by adversarial learning of latent space correspondences
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Sumeer Ahmad Khan,
Roles Conceptualization, Data curation, Formal analysis, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing
Affiliation Biological and Environmental Science and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
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Robert Lehmann,
Roles Data curation, Formal analysis, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing
Affiliation Biological and Environmental Science and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
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Xabier Martinez-de-Morentin,
Roles Formal analysis, Visualization, Writing – review & editing
Affiliation Translational Bioinformatics Unit, Navarrabiomed, Complejo Hospitalario de Navarra (CHN), Universidad Pública de Navarra (UPNA), IdiSNA, Pamplona, Spain
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Alberto Maillo,
Roles Software, Visualization
Affiliation Biological and Environmental Science and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
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Vincenzo Lagani,
Roles Data curation, Formal analysis, Writing – review & editing
Affiliation Biological and Environmental Science and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
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Narsis A. Kiani,
Roles Conceptualization, Supervision, Validation, Writing – original draft, Writing – review & editing
Affiliations Department of Oncology and Pathology, Algorithmic Dynamic Lab, Karolinska Institute, Stockholm, Sweden, Department of Medicine, Unit of Computational Medicine, Center for Molecular Medicine, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
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David Gomez-Cabrero,
Roles Conceptualization, Data curation, Methodology, Resources, Supervision, Writing – original draft, Writing – review & editing
Affiliations Biological and Environmental Science and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia, Translational Bioinformatics Unit, Navarrabiomed, Complejo Hospitalario de Navarra (CHN), Universidad Pública de Navarra (UPNA), IdiSNA, Pamplona, Spain, Mucosal and Salivary Biology Division, King’s College London Dental Institute, London, United Kingdom
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Jesper Tegner
Roles Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Writing – original draft, Writing – review & editing
* E-mail: jesper.tegner@kaust.edu.sa
Affiliations Biological and Environmental Science and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia, Department of Medicine, Unit of Computational Medicine, Center for Molecular Medicine, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden, Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia, Science for Life Laboratory, Solna, Sweden
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scAEGAN: Unification of single-cell genomics data by adversarial learning of latent space correspondences
- Sumeer Ahmad Khan,
- Robert Lehmann,
- Xabier Martinez-de-Morentin,
- Alberto Maillo,
- Vincenzo Lagani,
- Narsis A. Kiani,
- David Gomez-Cabrero,
- Jesper Tegner
- Published: February 3, 2023
- https://doi.org/10.1371/journal.pone.0281315
- See the preprint