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yanziluoye's Projects

accelerometerproject icon accelerometerproject

This repo contains my MATLAB R2015a code for my BME 7022 project involving using accelerometer data to calculate the number of steps taken.

ecg-kit icon ecg-kit

A Matlab toolbox for cardiovascular signal processing

ecg_signal_analysis_for_mi icon ecg_signal_analysis_for_mi

Myocardial Infarction is one of the fatal heart diseases. It is essential that a patient is monitored for the early detection of MI. Owing to the newer technology such as wearable sensors which are capable of transmitting wirelessly, this can be done easily. However, there is a need for real-time applications that are able to accurately detect MI non-invasively. This project studies a prospective method by which we can detect MI. Our approach analyses the ECG (electrocardiogram) of a patient in real-time and extracts the ST elevation from each cycle. The ST elevation plays an important part in MI detection. We then use the sequential change point detection algorithm; CUmulative SUM (CUSUM), to detect any deviation in the ST elevation spectrum and to raise an alarm if we find any.

ecg_viewer icon ecg_viewer

Matlab GUI for reviewing, processing, and annotating electrocardiogram (ECG) data files

hrvas icon hrvas

Heart Rate Variability Analysis Software

prmlt icon prmlt

Matlab Toolbox for Pattern Recognition and Machine Learning

prt icon prt

Pattern Recognition Toolbox for MATLAB

rbm-mnist icon rbm-mnist

C++ 11 implementation of Geoff Hinton's Deep Learning matlab code

rr-analysis icon rr-analysis

Round Robin Iterative Method for bit vector frameworks

wfdb-app-toolbox icon wfdb-app-toolbox

The WFDB Toolbox for MATLAB/Octave is a collection of functions for reading, writing, and processing physiologic signals in the formats used by PhysioNet (see README for details).

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