Bacteriophage Genetic Edition Using LSTM

Authors: Shabnam Ataee, Xavier Brochet, Carlos Andrés Peña-Reyes

Source: Frontiers in Bioinformatics, Vol 2 (2022)

Subject Terms: phage therapy, genome sequences, deep learning, 1D-CNN, LSTM, generative model, Computer applications to medicine. Medical informatics, R858-859.7

File Description: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fbinf.2022.932319/full; https://doaj.org/toc/2673-7647

Access URL: https://doaj.org/article/1890a6a562b64be4a61e07b7c4b538b2

Toward the use of protists as bioindicators of multiple stresses in agricultural soils: A case study in vineyard ecosystems

Authors: Bertrand Fournier, Magdalena Steiner, Xavier Brochet, Florine Degrune, Jibril Mammeri, Diogo Leite Carvalho, Sara Leal Siliceo, Sven Bacher, Carlos Andrés Peña-Reyes, Thierry J. Heger

Source: Ecological Indicators, Vol 139, Iss , Pp 108955- (2022)

Subject Terms: Biomonitoring, Machine learning, Predictive model, Soil function, Soil quality, Microbial ecology, Ecology, QH540-549.5

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S1470160X22004265; https://doaj.org/toc/1470-160X

Access URL: https://doaj.org/article/407ee31aa4a045cc85ea923d6332e672

Computational prediction of inter-species relationships through omics data analysis and machine learning

Authors: Diogo Manuel Carvalho Leite, Xavier Brochet, Grégory Resch, Yok-Ai Que, Aitana Neves, Carlos Peña-Reyes

Source: BMC Bioinformatics, Vol 19, Iss S14, Pp 151-159 (2018)

Subject Terms: Health, Machine learning, Phage-therapy, Supervised learning, Computer applications to medicine. Medical informatics, R858-859.7, Biology (General), QH301-705.5

File Description: electronic resource

Relation: http://link.springer.com/article/10.1186/s12859-018-2388-7; https://doaj.org/toc/1471-2105

Access URL: https://doaj.org/article/247e50dca2c64f40b60037ccac4a390e