21 citations · 22 across the 2 of their papers we have counts for
2 papers
cs.CV2023★ 21 cited
A Topological Machine Learning Pipeline for Classification
Francesco Conti, Davide Moroni, Maria Antonietta Pascali
In this work, we develop a pipeline that associates Persistence Diagrams to digital data via the most appropriate filtration for the type of data considered. Using a grid search ap…
cs.LG2023★ 1 cited
Alzheimer Disease Detection from Raman Spectroscopy of the Cerebrospinal Fluid via Topological Machine Learning
Francesco Conti, Martina Banchelli, Valentina Bessi +10
The cerebrospinal fluid (CSF) of 19 subjects who received a clinical diagnosis of Alzheimer's disease (AD) as well as of 5 pathological controls have been collected and analysed by…