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

DOI10.5281/zenodo.11397985Zenodo11397985MaRDI QIDQ6703880

Dataset published at Zenodo repository.

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

Publication date: 30 May 2024

Copyright license: Creative Commons Attribution 4.0 International

Description

This repository contains the dataset for the complete CoW 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: Complete CoW)