93 citations · 166 across the 13 of their papers we have counts for
14 papers
Differential analysis in Transcriptomic: The strength of randomly picking 'reference' genes
Dorota Desaulle, Céline Hoffmann, Bernard Hainque +1
Transcriptomic analysis are characterized by being not directly quantitative and only providing relative measurements of expression levels up to an unknown individual scaling facto…
Hierarchical segmentation using equivalence test (HiSET): Application to DCE image sequences
Fuchen Liu, Charles-André Cuénod, Isabelle Thomassin-Naggara +2
Dynamical contrast enhanced (DCE) imaging allows non invasive access to tissue micro-vascularization. It appears as a promising tool to build imaging biomark-ers for diagnostic, pr…
Laplace deconvolution on the basis of time domain data and its application to Dynamic Contrast Enhanced imaging
Fabienne Comte, Charles-A. Cuenod, Marianna Pensky +1
In the present paper we consider the problem of Laplace deconvolution with noisy discrete non-equally spaced observations on a finite time interval. We propose a new method for Lap…
An efficient algorithm for T-estimation
Nelo Magalhães, Yves Rozenholc
We introduce an efficient and exact algorithm, together with a faster but approximate version, which implements with a sub-quadratic complexity the hold-out derived from T-estimati…
Laplace deconvolution and its application to Dynamic Contrast Enhanced imaging
Fabienne Comte, Charles-André Cuénod, Marianna Pensky +1
In the present paper we consider the problem of Laplace deconvolution with noisy discrete observations. The study is motivated by Dynamic Contrast Enhanced imaging using a bolus of…
Fast estimation of posterior probabilities in change-point models through a constrained hidden Markov model
The-Minh Luong, Yves Rozenholc, Gregory Nuel
The detection of change-points in heterogeneous sequences is a statistical challenge with applications across a wide variety of fields. In bioinformatics, a vast amount of methodol…