Vascular Ultrasound Data during Enhanced External Counterpulsation for Predicting Coronary Artery Disease

Citation Author(s):
Yahui
Zhang
Submitted by:
Yahui Zhang
Last updated:
Sun, 12/18/2022 - 06:36
DOI:
10.21227/14xx-tm67
License:
Creative Commons Attribution
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Categories:
Machine Learning
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Abstract 

There are thousands of pictures of blood flow spectrum curves in carotid and brachial artery. So we only listed one person's carotid artery and brachial artery blood flow ultrasound images before, during and after counterpulsation.

Instructions: 

Blood flow spectrum curves in carotid and brachial artery analyzed by image processing are used to establish transfer function establishment based on 12-order ARX model. Two hundred and nineteen transfer function characteristics were calculated, including coefficient A, B, Zero(zx), Pole(px) and Pole(py) between CAD and control groups before EECP, during EECP and immediately after EECP. The classification was performed by Extreme Learning Machine.

Comments

i need the dataseet

Submitted by Hazimah Widyagustin on Mon, 01/16/2023 - 22:40

I need the dataset

Submitted by Manav Vakharia on Wed, 03/22/2023 - 00:51

I would be thankful if I can have the dataset.

Submitted by Amir Nazemi on Mon, 10/02/2023 - 15:09

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    Documentation

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    File TF-raw data.pdf1.83 MB

     

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