BME 590 Heart Rate Monitor Project

Author: Haitong Wang (Tina)

Date: Oct 20, 2018

This is a project for BME 590 Medical Device Development class. The goal of this project is to analyze an unknown electrocardiography to understand heart's activity over a period of time. We compute mean heart rate BPM, maximum and minimum lead voltage, duration of ECG, number of beats, and the time when a beat takes place. Besides the technical analysis, this project also emphasizes on git control and unit testing.

1.1 Content

Folders and Files Required to Run the Applications

bme590hrm

  |___function_files

  |___test_data

  |___test_files
  
  |___.travis.yml
  
  |___README.md
  
  |___requirement.txt

Following table contains all functional files for this application

Function name	Unit test
main_function.py	test_json_output.py
dataValidation.py	test_dataValidation.py
filter_data.py	test_filterdata.py
peak_detection.py	test_peak_detection.py
metrics_dictionary.py	test_json_output.py
calculateMean_hr_bpm.py	test_calculate_mean_hr_bpm.py
calculate_beats_number_and_beats.py	test_voltage_extreme_and_duration.py
plot_data.py

1.2 Instruction for use the program

1.2.1 Download all requirement files including function_files, test_files and test_data
      and requirement files 
1.2.2 Install all requirement package 
1.2.3 Run main_function.py in the function_files folder (if you want to run the function
      using data provided, otherwise please update the file name and file path in the 
      main_function.py )
1.2.4 Resultant json files should be stored under the same path in the folder called 
      Metrics_test_data in the orginial .csv file name 
1.2.5 for pytest, please use the following code to avoid subdirectory problem
        python -m pytest test_files -v --pep8 
      
Note: for calculating mean bpm, user can specify the length of data to calculate bpm. 
      Default setting has not input on that part.

1.3 Schematic 1.1 Import data

1.2 Data verification 

1.3 Data Processing 
    
    1.3.1 mean_hr_bpm: estimated average heart rate over a user-specified number of minutes (can choose a default        interval) 
      
    1.3.2 Unit testing for mean_hr_bpm
      
    1.3.3 voltage_extremes: tuple containing minimum and maximum lead voltages
      
    1.3.4 Unit testing for voltage_extremes 
      
    1.3.5 duration: time duration of the ECG strip
      
    1.3.6 Unit testing for duration
      
    1.3.7 num_beats: number of detected beats in the strip
      
    1.3.8 Unit testing for num_beats
      
    1.3.9 beats: numpy array of times when a beat occurred
      
    1.3.10 Unit testing for beats
  
1.5 Generate Output, metrics dics ---> JSON file

TinaHaitongWang/bme590hrm

BME 590 Heart Rate Monitor Project

Author: Haitong Wang (Tina)

Date: Oct 20, 2018