Machine learning-based pulse wave analysis for classification of circle of Willis topology: an in silico study with 30,618 virtual subjects (database: Missing PCoA)

DOI10.5281/zenodo.11571907Zenodo11571907MaRDI QIDQ6703883

Dataset published at Zenodo repository.

Stéphane Avril, Miquel Aguirre Font, Jordi Alastruey, Ahmet Sen, Laurent Navarro, Peter Charlton

Publication date: 11 June 2024

Copyright license: Creative Commons Attribution 4.0 International

Description

This repository contains the dataset for the Missing PCoA described in the article with the same name. MATLAB and Python codes for post-processing the dataset and the code for training and testing all machine learning models using the open-source library TensorFlow 2.12, the Keras application programming interface, and the Scikit-learn Python package can be found in here (https://zenodo.org/records/12519322).

This page was built for dataset: Machine learning-based pulse wave analysis for classification of circle of Willis topology: an in silico study with 30,618 virtual subjects (database: Missing PCoA)