Develop a Matlab and Python program that will make automated ECG analysis from Lead I based on standard criteria.
computer science
Description
Project 1: Create an ECG diagnostic
program (Matlab and Python)
Task: Develop a Matlab and Python program
that will make automated ECG analysis from Lead I based on standard criteria.
Input: The program will prompt the user for
a filename and will read a single column file with a header line that will
include the Patient Number, the Time Step (in seconds) and the # of Data points
in the form:
Patient Number xx Time Step xx Data
Points xx
Xx
Etc.
The only
input the user will provide is a file name by typing the name of the file in
the command window, i.e. Matlab, or console window, i.e. Python. However, you
can enhance the code to open the folder to select the file to run.
Output: The program will output the patient
number, heart rate, and positive diagnostics on the following conditions:
• Sinus bradycardia
• Sinus tachycardia
• Sinus arrhythmia
• Atrial fibrillation
• A-V block, first degree
• A-V block, second degree
• Right / Left bundle-branch block
In other
words, the outputs are the patient number, heart rate w/units, and diagnosis
w/plot. These have to either be printed to the command/console window. Plot
should include diagnosis in title and correct axis scale.
Helpful
Tips for heart diagnostics: http://www.bem.fi/book/19/19.htm
·
The
Basis of ECG Diagnosis.pdf
·
To
calculate heart rate: ECG primer.pdf
