Machine learning-based pulse wave analysis for classification of circle of Willis topology: an in silico study with 30,618 virtual subjects (database: Missing ACA A1)

DOI10.5281/zenodo.11449121Zenodo11449121MaRDI QIDQ6703881

Dataset published at Zenodo repository.

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

Publication date: 3 June 2024

Copyright license: Creative Commons Attribution 4.0 International

Description

This repository contains the dataset for the Missing ACA A1 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 ACA A1)