Vincent Cabeli

According to our database, Vincent Cabeli authored at least 6 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

PyDESeq2: a python package for bulk RNA-seq differential expression analysis.

Boris Muzellec, Maria Telenczuk, Vincent Cabeli, Mathieu Andreux

Bioinform., September, 2023

Learning interpretable causal networks from very large datasets, application to 400, 000 medical records of breast cancer patients.

Marcel da Câmara Ribeiro-Dantas, Honghao Li, Vincent Cabeli, Louise Dupuis, Franck Simon, Liza Hettal, Anne-Sophie Hamy, Hervé Isambert

CoRR, 2023

2022

Interactive exploration of a global clinical network from a large breast cancer cohort.

Nadir Sella, Anne-Sophie Hamy, Vincent Cabeli, Lauren Darrigues, Marick Laé, Fabien Reyal, Hervé Isambert

npj Digit. Medicine, 2022

2021

Learning causal graphs from continuous or mixed datasets of biological or clinical interest. (Apprentissage de graphes causaux à partir de données continues ou mixtes d'intérêt biologique ou clinique).

Vincent Cabeli

PhD thesis, 2021

2020

Learning clinical networks from medical records based on information estimates in mixed-type data.

Vincent Cabeli, Louis Verny, Nadir Sella, Guido Uguzzoni, Marc Verny, Hervé Isambert

PLoS Comput. Biol., 2020

2019

Constraint-based Causal Structure Learning with Consistent Separating Sets.

Honghao Li, Vincent Cabeli, Nadir Sella, Hervé Isambert

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019