GuilhermeSpadaccia / ECG_Pattern_Recognition

ECG Pattern Recognition to identify patients with hypokalemia.

ECG Pattern Recognition

Objective

This project have the objective to create an algorithm that can identify, using ECG readings, patients with hypokalemia.

Third-party libraries

• Waveform-database (WFDB) package: https://github.com/MIT-LCP/wfdb-python

Fonts

• ECG Database: https://physionet.org/pn3/ecgiddb/
• Lugovaya,Tatiana S. - Biometric Human Identification based on ECG - https://physionet.org/pn3/ecgiddb/
• Lin He; Wensheng Hou; Xiaolin Zhen; Chenglin Peng - Recognition of ECG Patterns Using Artificial Neural Network - https://ieeexplore.ieee.org/abstract/document/4021710
• T.R Gopalakrishnan Nair; Geetha A P; Asharani M - Adaptive Wavelet Based Identification and Extraction of PQRST Combination in Randomly Stretching ECG Sequence - https://sci-hub.tw/https://ieeexplore.ieee.org/abstract/document/6625344
• Jiapu Pan; Willis J. Tompkins - A Real-Time QRS Detection Algorithm - https://ieeexplore.ieee.org/document/4122029