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- Centre National de la Recherche ScientifiqueFR176 papers
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34 papers · 1 filter
Change points detection in crime-related time series: an on-line fuzzy approach based on a shape space representation
Fabrizio Albertetti, Lionel Grossrieder, Olivier Ribaux +1
The extension of traditional data mining methods to time series has been effectively applied to a wide range of domains such as finance, econometrics, biology, security, and medici…
Cross-Age and Cross-Site Domain Shift Impacts on Deep Learning-Based White Matter Fiber Estimation in Newborn and Baby Brains
Rizhong Lin, Ali Gholipour, Jean-Philippe Thiran +3
Deep learning models have shown great promise in estimating tissue microstructure from limited diffusion magnetic resonance imaging data. However, these models face domain shift ch…
Structural-Based Uncertainty in Deep Learning Across Anatomical Scales: Analysis in White Matter Lesion Segmentation
Nataliia Molchanova, Vatsal Raina, Andrey Malinin +7
This paper explores uncertainty quantification (UQ) as an indicator of the trustworthiness of automated deep-learning (DL) tools in the context of white matter lesion (WML) segment…
In vivo impact on rabbit subchondral bone of viscosupplementation with a hyaluronic acid antioxidant conjugate
Romain Rieger, Sema Kaderli, Caroline Boulocher
This study aimed to assess the effects of an antioxidant-conjugated Hyaluronic Acid (HA), specifically HA-4-aminoresorcinol (HA4AR), on articular cartilage and subchondral bone in…
FetMRQC: a robust quality control system for multi-centric fetal brain MRI
Thomas Sanchez, Oscar Esteban, Yvan Gomez +8
Fetal brain MRI is becoming an increasingly relevant complement to neurosonography for perinatal diagnosis, allowing fundamental insights into fetal brain development throughout ge…
Approximating Sparse Matrices and their Functions using Matrix-vector products
Taejun Park, Yuji Nakatsukasa
The computation of a matrix function is an important task in scientific computing appearing in machine learning, network analysis and the solution of partial differential eq…