19 citations · 52 across the 5 of their papers we have counts for
5 papers
Disease Classification in Metagenomics with 2D Embeddings and Deep Learning
Thanh Hai Nguyen, Edi Prifti, Yann Chevaleyre +2
Deep learning (DL) techniques have shown unprecedented success when applied to images, waveforms, and text. Generally, when the sample size () is much bigger than the number of…
Deep Learning for Metagenomic Data: using 2D Embeddings and Convolutional Neural Networks
Thanh Hai Nguyen, Yann Chevaleyre, Edi Prifti +2
Deep learning (DL) techniques have had unprecedented success when applied to images, waveforms, and texts to cite a few. In general, when the sample size (N) is much greater than t…
Use of the C4.5 machine learning algorithm to test a clinical guideline-based decision support system
Jean-Baptiste Lamy, Anis Ellini, Vahid Ebrahiminia +3
Well-designed medical decision support system (DSS) have been shown to improve health care quality. However, before they can be used in real clinical situations, these systems must…
The new science of metagenomics and the challenges of its use in both developed and developing countries
Edi Prifti, Jean-Daniel Zucker
Our view of the microbial world and its impact on human health is changing radically with the ability to sequence uncultured or unculturable microbes sampled directly from their ha…
Stress response function of a two-dimensional ordered packing of frictional beads
Laurent Breton, Philippe Claudin, Éric Clément +1
We study the stress profile of an ordered two-dimensional packing of beads in response to the application of a vertical overload localized at its top surface. Disorder is introduce…