3 papers
q-bio.QM2025
Consensus statement on the credibility assessment of ML predictors
Alessandra Aldieri, Thiranja Prasad Babarenda Gamage, Antonino Amedeo La Mattina +4
The rapid integration of machine learning (ML) predictors into in silico medicine has revolutionized the estimation of quantities of interest (QIs) that are otherwise challenging t…
cs.CE2024
Validation of homogenized finite element models of human metastatic vertebrae using digital volume correlation
Chiara Garavelli, Alessandra Aldieri, Marco Palanca +2
The incidence of vertebral fragility fracture is increased by the presence of preexisting pathologies such as metastatic disease. Computational tools could support the fracture pre…
cs.CE2024
Multi-vertebral CT-based FE models implementing linear isotropic population-based material properties for the intervertebral discs cannot accurately predict strains
Chiara Garavelli, Alessandra Aldieri, Marco Palanca +2
Vertebral fractures prediction in clinics lacks of accuracy. The most used scores have limitations in distinguishing between subjects at risk or not. Finite element (FE) models gen…