Alexandre Drouin

Deep Learning for Electromyographic Hand Gesture Signal Classification Using Transfer Learning

Ulysse Côté‐Allard, Cheikh Latyr Fall, Alexandre Drouin et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 2019 · 697 citations · Full text

Convolutional Neural Network, Multiple Instance Learning, Engineering +16

Predictive computational phenotyping and biomarker discovery using reference-free genome comparisons

Alexandre Drouin, Sébastien Giguère, Maxime Déraspe et al. · BMC Genomics · 2016 · 131 citations · Full text

Interpretable genotype-to-phenotype classifiers with performance guarantees

Alexandre Drouin, Gaël Letarte, Frédéric Raymond et al. · Scientific Reports · 2019 · 104 citations · Full text

Identification of <i>N,N</i>-Disubstituted Phenylalanines as a Novel Class of Inhibitors of Hepatitis C NS5B Polymerase

Laval Chan, T. Jagadeeswar Reddy, Mélanie Proulx et al. · Journal of Medicinal Chemistry · 2003 · 68 citations · Full text

Viral Replication, Antiviral Compound, Essential Role +13

MHC-NP: Predicting peptides naturally processed by the MHC

Sébastien Giguère, Alexandre Drouin, Alexandre Lacoste et al. · Journal of Immunological Methods · 2013 · 53 citations

Predicting Peptides, Natural Sciences, Peptide Library +5