Hervé Isambert

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 9

Top Topics

Gene Expression

Causal Networks

Semantic Segmentation

Top Venues

PLoS Comput. Biol.

Publications

Marcel da Câmara Ribeiro-Dantas, Honghao Li, Vincent Cabeli, Louise Dupuis, Franck Simon, Liza Hettal, Anne-Sophie Hamy, Hervé Isambert
Learning interpretable causal networks from very large datasets, application to 400, 000 medical records of breast cancer patients. CoRR (2023)
Nadir Sella, Anne-Sophie Hamy, Vincent Cabeli, Lauren Darrigues, Marick Laé, Fabien Reyal, Hervé Isambert
Interactive exploration of a global clinical network from a large breast cancer cohort. npj Digit. Medicine 5 (2022)
Arianna Mencattini, Alida Spalloni, Paola Casti, Maria Colomba Comes, Davide Di Giuseppe, Gianni Antonelli, Michele D'Orazio, Joanna Filippi, Francesca Corsi, Hervé Isambert, Corrado Di Natale, Patrizia Longone, Eugenio Martinelli
NeuriTES. Monitoring neurite changes through transfer entropy and semantic segmentation in bright-field time-lapse microscopy. Patterns 2 (6) (2021)
Param Priya Singh, Hervé Isambert
OHNOLOGS v2: a comprehensive resource for the genes retained from whole genome duplication in vertebrates. Nucleic Acids Res. 48 (Database-Issue) (2020)
Vincent Cabeli, Louis Verny, Nadir Sella, Guido Uguzzoni, Marc Verny, Hervé Isambert
Learning clinical networks from medical records based on information estimates in mixed-type data. PLoS Comput. Biol. 16 (5) (2020)
Honghao Li, Vincent Cabeli, Nadir Sella, Hervé Isambert
Constraint-based Causal Structure Learning with Consistent Separating Sets. NeurIPS (2019)
Nadir Sella, Louis Verny, Guido Uguzzoni, Séverine Affeldt, Hervé Isambert
MIIC online: a web server to reconstruct causal or non-causal networks from non-perturbative data. Bioinform. 34 (13) (2018)
Louis Verny, Nadir Sella, Séverine Affeldt, Param Priya Singh, Hervé Isambert
Learning causal networks with latent variables from multivariate information in genomic data. PLoS Comput. Biol. 13 (10) (2017)
Séverine Affeldt, Louis Verny, Hervé Isambert
3off2: A network reconstruction algorithm based on 2-point and 3-point information statistics. BMC Bioinform. 17 (S-2) (2016)
Séverine Affeldt, Hervé Isambert
Robust Reconstruction of Causal Graphical Models based on Conditional 2-point and 3-point Information. ACI@UAI (2015)
Séverine Affeldt, Hervé Isambert
Robust reconstruction of causal graphical models based on conditional 2-point and 3-point information. UAI (2015)
Param Priya Singh, Jatin Arora, Hervé Isambert
Identification of Ohnolog Genes Originating from Whole Genome Duplication in Early Vertebrates, Based on Synteny Comparison across Multiple Genomes. PLoS Comput. Biol. 11 (7) (2015)
Séverine Affeldt, Param Priya Singh, Giulia Malaguti, Hervé Isambert
On the expansion of "dangerous" gene families in vertebrates. BMC Bioinform. 15 (S-3) (2014)
Param Priya Singh, Séverine Affeldt, Giulia Malaguti, Hervé Isambert
Human Dominant Disease Genes Are Enriched in Paralogs Originating from Whole Genome Duplication. PLoS Comput. Biol. 10 (7) (2014)
Kirill Evlampiev, Hervé Isambert
Modeling protein network evolution under genome duplication and domain shuffling. BMC Syst. Biol. 1 (2007)
Alain Xayaphoummine, T. Bucher, Hervé Isambert
Kinefold web server for RNA/DNA folding path and structure prediction including pseudoknots and knots. Nucleic Acids Res. 33 (Web-Server-Issue) (2005)