Výsledky vyhledávání - "Prudencio Tossou"

Akademický článek

On the robustness of generalization of drug–drug interaction models

Autor: Rogia Kpanou, Mazid Abiodoun Osseni, Prudencio Tossou, Francois Laviolette, Jacques Corbeil

Publikováno v: BMC Bioinformatics, Vol 22, Iss 1, Pp 1-21 (2021)

Abstract Background Deep learning methods are a proven commodity in many fields and endeavors. One of these endeavors is predicting the presence of adverse drug–drug interactions (DDIs). The models generated can predict, with reasonable accuracy, t

Externí odkaz: https://doaj.org/article/aae7f905b75b4f86b4fe23b5cacaa548

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MOT: a Multi-Omics Transformer for Multiclass Classification Tumour Types Predictions

Autor: Mazid Abiodoun Osseni, Prudencio Tossou, Francois Laviolette, Jacques Corbeil

MotivationBreakthroughs in high-throughput technologies and machine learning methods have enabled the shift towards multi-omics modelling as the preferred means to understand the mechanisms underlying biological processes. Machine learning enables an

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b12789110e3e7afca9ef11facb7f5a1f
https://doi.org/10.21203/rs.3.rs-1348696/v1

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On the robustness of generalization of drug–drug interaction models

Autor: Jacques Corbeil, Mazid Abiodoun Osseni, François Laviolette, Rogia Kpanou, Prudencio Tossou

Publikováno v: BMC Bioinformatics
BMC Bioinformatics, Vol 22, Iss 1, Pp 1-21 (2021)

Background Deep learning methods are a proven commodity in many fields and endeavors. One of these endeavors is predicting the presence of adverse drug–drug interactions (DDIs). The models generated can predict, with reasonable accuracy, the phenot

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c188cdb9d4f1997873488cd66fae169c
http://europepmc.org/articles/PMC8489092

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Improvement and validation of high precision ocular oximetry using a convolutional neural network algorithm and a phantom eye

Autor: Prudencio Tossou, Nicolas P. Lapointe, Damon DePaoli, Joannie Desroches, Catherine Paulin, Daniel Côté, Dominic Sauvageau, Patrick Sauvageau

Publikováno v: Acta Ophthalmologica. 97

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::9e7cd45eb5b13c72eb359a9763687b51
https://doi.org/10.1111/j.1755-3768.2019.5463

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Convolutional Neural Networks for Spectroscopic Analysis in Retinal Oximetry

Autor: Damon DePaoli, Prudencio Tossou, Martin Parent, Dominic Sauvageau, Daniel Côté

Publikováno v: Scientific Reports
Scientific Reports, Vol 9, Iss 1, Pp 1-13 (2019)

Retinal oximetry is a non-invasive technique to investigate the hemodynamics, vasculature and health of the eye. Current techniques for retinal oximetry have been plagued by quantitatively inconsistent measurements and this has greatly limited their

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::39c9a15265ef629a2711a5a1a0f735b5
https://pubmed.ncbi.nlm.nih.gov/31388136

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The Gametic Synapse: RNA Transfer to the Bovine Oocyte1

Autor: Prudencio Tossou, Poul Hyttel, Julieta Caballero, Francois Richard, Eric Fournier, Hugh J. Clarke, Isabelle Gilbert, Claude Robert, Rodrigo da Silva Nunes Barreto, Marc-André Sirard, Angus D. Macaulay, Edward W. Khandjian

Publikováno v: Biology of Reproduction. 91

Even after several decades of quiescent storage in the ovary, the female germ cell is capable of reinitiating transcription to build the reserves that are essential to support early embryonic development. In the current model of mammalian oogenesis,

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::04f723b1704612227d8e126a9c620c0d
https://doi.org/10.1095/biolreprod.114.119867

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