Jules Samaran - Publications, H-index & Citations

Jules Samaran

machine learning for integrative genomics group

7H指数

13论文数

1.2K被引数

收录论文 5

发表时间

STORIES: learning cell fate landscapes from spatial transcriptomics using optimal transport STORIES：基于最优传输从空间转录组学中学习细胞命运景观

Nature Methods

IF32.1

2025-11-03

OAAI

Geert-Jan Huizing; Jules Samaran; Daniele Capocefalo; Anna Audit; Gabriel Peyré; Laura Cantini

scPRINT: pre-training on 50 million cells allows robust gene network predictions scPRINT: 在5千万细胞上的预训练能够实现稳健的基因网络预测

NATURE COMMUNICATIONS

IF15.7

2025-04-16

OAAI

Kalfon, Jeremie; Samaran, Jules; Peyre, Gabriel; Cantini, Laura

scConfluence: single-cell diagonal integration with regularized Inverse Optimal Transport on weakly connected features

NATURE COMMUNICATIONS

IF15.7

2024-09-05

OAAI

Samaran, Jules; Peyre, Gabriel; Cantini, Laura

An Evaluation of Anomaly Detection and Diagnosis in Multivariate Time Series 多元时间序列异常检测与诊断的评价

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2022-06-01

OAAI

Garg, Astha; Zhang, Wenyu; Samaran, Jules; Savitha, Ramasamy; Foo, Chuan-Sheng

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

NATURE BIOTECHNOLOGY

IF41.7

2022-02-07

208

OAAI

Gayoso, 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

研究方向