Published May 30, 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: Complete CoW)
Creators
- 1. École Nationale Supérieure des Mines
- 2. École des Mines de Saint-Étienne
- 3. TU Wien
- 4. King's College London
- 5. University of Cambridge (School of Clinical Medicine)
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).
Files
Files
(42.5 GB)
| Name | Size | Download all |
|---|---|---|
|
md5:aa7c4f3f4680839de3c6a8a477a2091b
|
27.7 GB | Download |
|
md5:efa100fdef4b8658218b12773d350e07
|
14.7 GB | Download |
Additional details
Dates
- Accepted
-
2024-06