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A

Adam Gayoso

university of california

18H指数
42论文数
6.2K被引数
收录论文 12
发表时间
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Deep generative modeling of sample-level heterogeneity in single-cell genomics单细胞基因组学中样本水平异质性的深度生成建模
errNature Methods
IF32.1
err2025-10-13
err0
errOAAI
errPierre Boyeau; Justin Hong; Adam Gayoso; Martin Kim; José L. McFaline-Figueroa; Michael I. Jordan; Elham Azizi; Can Ergen; Nir Yosef
err分享
err收藏
Deep generative modeling of transcriptional dynamics for RNA velocity analysis in single cells用于单细胞中RNA速度分析的转录动力学的深度生成模型
errNATURE METHODS
IF32.1
err2023-09-21
err14
errOAAI
errGayoso, Adam; Weiler, Philipp; Lotfollahi, Mohammad; Klein, Dominik; Hong, Justin; Streets, Aaron; Theis, Fabian J.; Yosef, Nir
err分享
err收藏
An empirical Bayes method for differential expression analysis of single cells with deep generative models
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2023-05-16
err10
errOAAI
errBoyeau, Pierre; Regier, Jeffrey; Gayoso, Adam; Jordan, Michael I.; Lopez, Romain; Yosef, Nir
err分享
err收藏
The scverse project provides a computational ecosystem for single-cell omics data analysisscverse项目为单细胞组学数据分析提供了一个计算生态系统
errNATURE BIOTECHNOLOGY
IF41.7
err2023-04-10
err60
PREAI
errVirshup, Isaac; Bredikhin, Danila; Heumos, Lukas; Palla, Giovanni; Sturm, Gregor; Gayoso, Adam; Kats, Ilia; Koutrouli, Mikaela; Berger, Bonnie; Pe'er, Dana; Regev, Aviv; Teichmann, Sarah; Finotello, Francesca; Wolf, F. Alexander; Yosef, Nir; Stegle, Oliver; Theis, Fabian; Angerer, Philipp; Bergen, Volker; Boyeau, Pierre D.; Buettner, Maren; Eraslan, Gokcen; Fischer, David; Frank, Max C.; Hong, Justin; Klein, Michal; Lange, Marius; Lopez, Romain; Lotfollahi, Mohammad; Luecken, Malte; Ramirez, Fidel A.; Regier, Jeffrey; Rybakov, Sergei; Schaar, Anna; Valiollah Pour Amiri, Valeh; Weiler, Philipp J.; Xing, Galen
err分享
err收藏
PeakVI: A deep generative model for single-cell chromatin accessibility analysis
errCELL REPORTS METHODS
IF4.5
err2022-03-01
err21
errOAAI
errAshuach, Tal; Reidenbach, Daniel A.; Gayoso, Adam; Yosef, Nir
err分享
err收藏
A Python library for probabilistic analysis of single-cell omics data用于单细胞组学数据概率分析的Python库
errNATURE BIOTECHNOLOGY
IF41.7
err2022-02-07
err208
errOAAI
errGayoso, Adam; Lopez, Romain; Xing, Galen; Boyeau, Pierre; Amiri, Valeh Valiollah Pour; Hong, Justin; Wu, Katherine; Jayasuriya, Michael; Mehlman, Edouard; Langevin, Maxime; Liu, Yining; Samaran, Jules; Misrachi, Gabriel; Nazaret, Achille; Clivio, Oscar; Xu, Chenling; Ashuach, Tal; Gabitto, Mariano; Lotfollahi, Mohammad; Svensson, Valentine; Beltrame, Eduardo da Veiga; Kleshchevnikov, Vitalii; Talavera-Lopez, Carlos; Pachter, Lior; Theis, Fabian J.; Streets, Aaron; Jordan, Michael I.; Regier, Jeffrey; Yosef, Nir
err分享
err收藏
Cell2location maps fine-grained cell types in spatial transcriptomicsCell2location在空间转录组学中映射细粒度的细胞类型
errNATURE BIOTECHNOLOGY
IF41.7
err2022-01-13
err378
PREAI
errKleshchevnikov, Vitalii; Shmatko, Artem; Dann, Emma; Aivazidis, Alexander; King, Hamish W.; Li, Tong; Elmentaite, Rasa; Lomakin, Artem; Kedlian, Veronika; Gayoso, Adam; Jain, Mika Sarkin; Park, Jun Sung; Ramona, Lauma; Tuck, Elizabeth; Arutyunyan, Anna; Vento-Tormo, Roser; Gerstung, Moritz; James, Louisa; Stegle, Oliver; Bayraktar, Omer Ali
err分享
err收藏
Mapping single-cell data to reference atlases by transfer learning通过迁移学习将单细胞数据映射到参考地图集
errNATURE BIOTECHNOLOGY
IF41.7
err2021-08-30
err218
errOAAI
errLotfollahi, Mohammad; Naghipourfar, Mohsen; Luecken, Malte D.; Khajavi, Matin; Buettner, Maren; Wagenstetter, Marco; Avsec, Ziga; Gayoso, Adam; Yosef, Nir; Interlandi, Marta; Rybakov, Sergei; Misharin, Alexander, V; Theis, Fabian J.
err分享
err收藏
Joint probabilistic modeling of single-cell multi-omic data with totalVI单细胞多组数据的totalVI联合概率建模
errNATURE METHODS
IF32.1
err2021-02-15
err223
errOAAI
errGayoso, Adam; Steier, Zoe; Lopez, Romain; Regier, Jeffrey; Nazor, Kristopher L.; Streets, Aaron; Yosef, Nir
err分享
err收藏
Enhancing scientific discoveries in molecular biology with deep generative models通过深度生成模型增强分子生物学的科学发现
errMOLECULAR SYSTEMS BIOLOGY
IF7.7
err2020-09-25
err43
errOAAI
errLopez, Romain; Gayoso, Adam; Yosef, Nir
err分享
err收藏
Characterization of cell fate probabilities in single-cell data with Palantir (vol 37, pg 451, 2019)
errNATURE BIOTECHNOLOGY
IF41.7
err2019-09-18
err0
errOAAI
errSetty, Manu; Kiseliovas, Vaidotas; Levine, Jacob; Gayoso, Adam; Mazutis, Linas; Pe'er, Dana
err分享
err收藏
Characterization of cell fate probabilities in single-cell data with Palantir用Palantir表征单细胞数据中的细胞命运概率
errNATURE BIOTECHNOLOGY
IF41.7
err2019-03-21
err334
errOAAI
errSetty, Manu; Kiseliovas, Vaidotas; Levine, Jacob; Gayoso, Adam; Mazutis, Linas; Pe'er, Dana
err分享
err收藏

研究方向

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合作学者
合作期刊
A
Aviv Regev
H 指数: 208 · 论文数: 965
M
Michael I. Jordan
H 指数: 163 · 论文数: 1.2K
S
Sarah A. Teichmann
H 指数: 141 · 论文数: 679
F
Fabian J. Theis
H 指数: 125 · 论文数: 1.1K
O
Oliver Stegle
H 指数: 112 · 论文数: 512
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