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Kimberley, Dolium · Ramez, Mebrouk · Marie, Binvignat · Alexandra, Rousseau · y 7 más
Atopy has been identified as a risk factor for osteoarthritis, but without specifying its impact on disease severity. We sought to investigate the association between atopy and the symptomatic and structural severity of knee and hip osteoarthritis.We used data from KHOALA, a French multicentre cohort of patients with k...
Three-layer neural networks are known to form singular learning models, and their Bayesian asymptotic behavior is governed by the learning coefficient, or real log canonical threshold. Although this quantity has been clarified for regular models and for some special singular models, broadly applicable methods for evalu...
Machine LearningFOS: Computer and information sciencesStatistics TheoryFOS: Mathematics
Ramy KAZAN · Pauline JUYOUX · Sophia MISSOURY · Ludovic SAUGUET · y 1 más
We are a group of structural biologists based in Paris that would like to benefit from high-end data collection shifts at ESRF. Our research spans various life science fields: bacterial transporters (Biou, Broutin) and machineries (Bellinzoni, Gubellini, Mechaly, Petrella), nucleic acid research (Leulliot, Sauguet, Tis...
basic medicinePaNmedical and health scienceselectron microscopy
Pierre DUMONT · Florian MARTOIA · Caroline OEHMAN · Parnian HESAMMOKRI · y 6 más
The aim of this proposal is to perform ultra-high-speed X-ray in-situ imaging of rapidly running cracks under impacts in (porcine and artificial) bone + scaffold systems. The goal is to understand how 3D-printed biodegradable scaffolds must be customized, patient-specifically, to stabilize and reinforce fractured bone,...
PaNmedical engineeringParticles, Nuclei and FieldsID19
Víctor Gallego · Roi Naveiro · David Ríos Insua · David Gómez-Ullate
In certain reinforcement learning (RL) scenarios there are adversaries trying to interfere with the underlying reward process for their own benefit. We introduce Threatened Markov Decision Processes (TMDPs) as a framework to support an agent against potential opponents in an RL context as well as schemes resulting in n...
basic medicineMachine LearningFOS: Computer and information sciencesmedical and health sciences
In this article, we study (102,000)-avoiding inversion sequences with a fixed number of distinct elements. By introducing simple H-paths, we derive the trivariate generating function for these inversion sequences with respect to their length, number of distinct elements, and rank. As consequences, we obtain an explicit...
Abeer Kazmi · Gaojie Li · Jingjing Yang · Xuyao Zhao · y 4 más
Aquatic plants inhabit highly dynamic environments characterized by rapid and extreme fluctuations in CO2 availability, light intensity, hydrodynamics, temperature, and pH. These conditions have driven the evolution of exceptional photosynthetic plasticity. This review synthesizes recent advances in understanding how h...
Understanding the dependence structure between response variables is an important component in the analysis of correlated multivariate data. This article focuses on modeling dependence structures in multivariate binary data, motivated by a study aiming to understand how patterns in different U.S. senators' votes are de...
Methodology (stat.ME)FOS: Computer and information sciencesApplicationsMethodology
A major determinant of seed quality is germination speed. Germination speed is dependent on the seed endosperm which allows the root to protrude through still largely unknown mechanisms. Using histochemical staining we observed that several species including Arabidopsis thaliana accumulated iron (Fe) close to the site...
biological sciencesPaNID21Particles, Nuclei and Fields
Justine HENRY · Eric FREYSSINGEAS · Gauthier LEGRAND · Thibaut DIVOUX · y 3 más
We aim to characterize the structure and dynamics of aqueous gels made of carbon black (CB) nanoparticles stabilized by carboxy-methyl-cellulose (CMC). These gels are critical to numerous applications, including flow batteries and energy storage. SAXS and XPCS experiments will be performed both at rest and under mechan...
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