Published June 3, 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 ACA A1)

Creators

  • 1. École des Mines de Saint-Étienne
  • 2. TU Wien
  • 3. École Nationale Supérieure des Mines
  • 4. King's College London
  • 5. University of Cambridge (School of Clinical Medicine)

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).

Files

Files (42.6 GB)

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md5:ad40e4775910febee102df48ec92dee4
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md5:d3f284248a6dd6e1facff95a6e518a04
14.7 GB Download