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liuwenhaha's Projects

android_with_mobilecomputing icon android_with_mobilecomputing

these projects about using android in mobile sensors like (gps, accelerometer, gyro, compass, ........) in tracking either online or offline

ants icon ants

Advanced Normalization Tools (ANTs)

apneaecganalysis icon apneaecganalysis

This project includes preprocessing of APNEA-ECG database and a LSTM-RNN model for per-segment OSA detection.

apollo icon apollo

An open autonomous driving platform

ar-source icon ar-source

Augmented reality (AR) development resources(增强现实开发资源汇总)---AR Portal整理

arrhythmia icon arrhythmia

A Javascript library for validating vertical rhythm

arrhythmia-cnn icon arrhythmia-cnn

2D CNN to classify different types of arrhythmia from ECG Signals

arrhythmia-ecg-analysis-ai icon arrhythmia-ecg-analysis-ai

Arrhythmia Classification through Characteristics Extraction with Discrete Wavelet Transform & WEKA/MATLAB Supervised Training

arrhythmia_detection- icon arrhythmia_detection-

The project involves predicting the type of arrhythmia into 16 classes using various machine learning models. Using preprocessing techniques like SMOTE and Feature selection using Extra-Tree classifier we improve the previous accuracy of around 77% to 99%.The project will be uploaded as soon as the research paper on the same is published(currently in-press)

arrhythmias icon arrhythmias

Matlab code to diagnose cardiac arrythmias from ECG data

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