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

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

From MaRDI portal
Dataset:6703882



DOI10.5281/zenodo.11473121Zenodo11473121MaRDI QIDQ6703882

Dataset published at Zenodo repository.

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

Publication date: 4 June 2024

Copyright license: Lua error in Module:HelperMethods at line 124: attempt to call global 'makeWikiLink' (a nil value).



This repository contains the dataset for the Missing ACoA 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).






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