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Published June 11, 2024 | Version v1
Dataset Open

Machine learning-based pulse wave analysis for classification of circle of Willis topology: an in silico study with 30,618 virtual subjects (database: Missing PCA P1)

Creators

Description

This repository contains the dataset for the Missing PCA P1 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).

Files

Files (42.6 GB)

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md5:2dfcdd9963df24ab412a623ad3e4d160
27.9 GB Download
md5:3ed72a6dda6c40b6883c2c97f601d471
14.7 GB Download