Sébastien Giguère
Publications by Year
Research Areas
Gene expression and cancer classification, Genomics and Phylogenetic Studies, vaccines and immunoinformatics approaches, Machine Learning in Bioinformatics, Antibiotic Resistance in Bacteria
Most-Cited Works
- → Predictive computational phenotyping and biomarker discovery using reference-free genome comparisons(2016)135 cited
- → Machine Learning Assisted Design of Highly Active Peptides for Drug Discovery(2015)63 cited
- → MHC-NP: Predicting peptides naturally processed by the MHC(2013)53 cited
- → Machine Learning of Global Phosphoproteomic Profiles Enables Discrimination of Direct versus Indirect Kinase Substrates(2017)33 cited
- → Towards Interpretable Sparse Graph Representation Learning with\n Laplacian Pooling(2019)13 cited
- → Learning interpretable models of phenotypes from whole genome sequences with the Set Covering Machine(2014)11 cited
- → Mo1679 REAL-TIME ARTIFICIAL INTELLIGENCE “FULL COLONOSCOPY WORKFLOW” FOR AUTOMATIC DETECTION FOLLOWED BY OPTICAL BIOPSY OF COLORECTAL POLYPS(2018)3 cited
- → PAC-Bayesian Risk Bounds and Learning Algorithms for the Regression Approach to Structured Output Prediction(2014)1 cited