49 citations · 71 across the 8 of their papers we have counts for
8 papers
3D-Morphomics, Morphological Features on CT scans for lung nodule malignancy diagnosis
Elias Munoz, Pierre Baudot, Van-Khoa Le +9
Pathologies systematically induce morphological changes, thus providing a major but yet insufficiently quantified source of observables for diagnosis. The study develops a predicti…
Information Decomposition Diagrams Applied beyond Shannon Entropy: A Generalization of Hu's Theorem
Leon Lang, Pierre Baudot, Rick Quax +1
In information theory, one major goal is to find useful functions that summarize the amount of information contained in the interaction of several random variables. Specifically, o…
On Information (pseudo) Metric
Pierre Baudot
This short note revisit information metric, underlining that it is a pseudo metric on manifolds of observables (random variables), rather than as usual on probability laws. Geodesi…
On Information Links
Pierre Baudot
In a joint work with D. Bennequin, we suggested that the (negative) minima of the 3-way multivariate mutual information correspond to Borromean links, paving the way for providing…
The Poincaré-Boltzmann Machine: from Statistical Physics to Machine Learning and back
Pierre Baudot
This paper presents the computational methods of information cohomology applied to genetic expression in and in the companion paper and proposes its interpretations in terms of sta…
Topological Information Data Analysis
Pierre Baudot, Monica Tapia, Daniel Bennequin +1
This paper presents methods that quantify the structure of statistical interactions within a given data set, and was first used in \cite{Tapia2018}. It establishes new results on t…