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Molecular Systems Biology
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September 25, 2020
Enhancing scientific discoveries in molecular biology with deep generative models
Romain Lopez, Adam Gayoso, Nir Yosef
Bioinformatics (Oxford, England)
|
March 17, 2020
Interpretable factor models of single-cell RNA-seq via variational autoencoders
Valentine Svensson, Adam Gayoso, Nir Yosef, et al.
Journal of Pathogens
|
April 17, 2018
Stress-Adaptive Responses Associated with High-Level Carbapenem Resistance in KPC-Producing <i>Klebsiella pneumoniae</i>
Sheila Adams-Sapper, Adam Gayoso, Lee W Riley
Cell Reports Methods
|
April 27, 2022
PeakVI: A deep generative model for single-cell chromatin accessibility analysis
Tal Ashuach, Daniel A Reidenbach, Adam Gayoso, et al.
Nature Biotechnology
|
September 20, 2019
Author Correction: Characterization of cell fate probabilities in single-cell data with Palantir
Manu Setty, Vaidotas Kiseliovas, Jacob Levine, et al.
Nature Biotechnology
|
March 23, 2019
Characterization of cell fate probabilities in single-cell data with Palantir
Manu Setty, Vaidotas Kiseliovas, Jacob Levine, et al.
Proceedings of the National Academy of Sciences of the United States of America
|
May 16, 2023
An empirical Bayes method for differential expression analysis of single cells with deep generative models
Pierre Boyeau, Jeffrey Regier, Adam Gayoso, et al.
Nature Methods
|
February 16, 2021
Joint probabilistic modeling of single-cell multi-omic data with totalVI
Adam Gayoso, Zoë Steier, Romain Lopez, et al.
Nature Methods
|
September 8, 2025
Scvi-hub: an actionable repository for model-driven single-cell analysis
Can Ergen, Valeh Valiollah Pour Amiri, Martin Kim, et al.
Nature Methods
|
September 22, 2023
Deep generative modeling of transcriptional dynamics for RNA velocity analysis in single cells
Adam Gayoso, Philipp Weiler, Mohammad Lotfollahi, et al.
Page
of 2
Search research articles
Search
Showing results (1-10 of 17) with videos related to
Sort By:
Page
of 2
Molecular Systems Biology
|
September 25, 2020
Enhancing scientific discoveries in molecular biology with deep generative models
Romain Lopez, Adam Gayoso, Nir Yosef
Bioinformatics (Oxford, England)
|
March 17, 2020
Interpretable factor models of single-cell RNA-seq via variational autoencoders
Valentine Svensson, Adam Gayoso, Nir Yosef, et al.
Journal of Pathogens
|
April 17, 2018
Stress-Adaptive Responses Associated with High-Level Carbapenem Resistance in KPC-Producing <i>Klebsiella pneumoniae</i>
Sheila Adams-Sapper, Adam Gayoso, Lee W Riley
Cell Reports Methods
|
April 27, 2022
PeakVI: A deep generative model for single-cell chromatin accessibility analysis
Tal Ashuach, Daniel A Reidenbach, Adam Gayoso, et al.
Nature Biotechnology
|
September 20, 2019
Author Correction: Characterization of cell fate probabilities in single-cell data with Palantir
Manu Setty, Vaidotas Kiseliovas, Jacob Levine, et al.
Nature Biotechnology
|
March 23, 2019
Characterization of cell fate probabilities in single-cell data with Palantir
Manu Setty, Vaidotas Kiseliovas, Jacob Levine, et al.
Proceedings of the National Academy of Sciences of the United States of America
|
May 16, 2023
An empirical Bayes method for differential expression analysis of single cells with deep generative models
Pierre Boyeau, Jeffrey Regier, Adam Gayoso, et al.
Nature Methods
|
February 16, 2021
Joint probabilistic modeling of single-cell multi-omic data with totalVI
Adam Gayoso, Zoë Steier, Romain Lopez, et al.
Nature Methods
|
September 8, 2025
Scvi-hub: an actionable repository for model-driven single-cell analysis
Can Ergen, Valeh Valiollah Pour Amiri, Martin Kim, et al.
Nature Methods
|
September 22, 2023
Deep generative modeling of transcriptional dynamics for RNA velocity analysis in single cells
Adam Gayoso, Philipp Weiler, Mohammad Lotfollahi, et al.
Page
of 2