761 citations
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6 papers · 1 filter
Interactions between Magnetic Nanowires and Living Cells : Uptake, Toxicity and Degradation
Malak Safi, Minhao Yan, Marie-Alice Guedeau-Boudeville +7
We report on the uptake, toxicity and degradation of magnetic nanowires by NIH/3T3 mouse fibroblasts. Magnetic nanowires of diameters 200 nm and lengths comprised between 1 μm and…
Handling uncertainties in SVM classification
Emilie Niaf, Rémi Flamary, Carole Lartizien +1
This paper addresses the pattern classification problem arising when available target data include some uncertainty information. Target data considered here is either qualitative (…
ProDiGe: PRioritization Of Disease Genes with multitask machine learning from positive and unlabeled examples
Fantine Mordelet, Jean-Philippe Vert
Elucidating the genetic basis of human diseases is a central goal of genetics and molecular biology. While traditional linkage analysis and modern high-throughput techniques often…
Dynamical Patterns of Cattle Trade Movements
Paolo Bajardi, Alain Barrat, Fabrizio Natale +2
Despite their importance for the spread of zoonotic diseases, our understanding of the dynamical aspects characterizing the movements of farmed animal populations remains limited a…
A supervised clustering approach for fMRI-based inference of brain states
Vincent Michel, Alexandre Gramfort, Gaël Varoquaux +3
We propose a method that combines signals from many brain regions observed in functional Magnetic Resonance Imaging (fMRI) to predict the subject's behavior during a scanning sessi…
Total variation regularization for fMRI-based prediction of behaviour
Vincent Michel, Alexandre Gramfort, Gaël Varoquaux +2
While medical imaging typically provides massive amounts of data, the extraction of relevant information for predictive diagnosis remains a difficult challenge. Functional MRI (fMR…