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article_fft_wavelet_ecg

article feature extraction time series

automl

Google Brain AutoML

blood-pressure-prediction-and-peronalized-health-behavior-recommendation

Use health and fitness data collected from Samsung Galaxy Watch and blood pressure data from Omron to realize blood pressure prediction.

click_heartrate3_afe4404

Heartrate 3 click Library

converting-text-files-to-csv-files

This python scripts help to convert textfile to CSV files

deep-learning-101-for-busan

deep-learning-colonoscopy

Review in Deep Learning for Polyp Detection and Classification in Colonoscopy (https://doi.org/10.1016/j.neucom.2020.02.123).

heal-t-an-efficient-ppg-based-heart-rate-and-ibi-estimation-method-during-physical-exercise

This repository contains a functional code composed by Matlab and bash codes for Interbeat-interval (IBI), Heart-rate (HR) calculation, and HRV metrics from an artifactual Blood Volume Pulse (BVP) signal, and a corresponding accelerometer. Please refer to our paper from EUSIPCO 2016 Torres, J. M. M., Ghosh, A., Stepanov, E. A., & Riccardi, G. (2016, August). Heal-t: An efficient ppg-based heart-rate and ibi estimation method during physical exercise. In 2016 24th European Signal Processing Conference (EUSIPCO) (pp. 1438-1442). IEEE.

lire_software

This software used to extract global features of an images using a java library. You can use Intelli J java software inorder to implement it.

lstm-fcn

Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification

lstm-human-activity-recognition

Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier

mimic-code

MIMIC Code Repository: Code shared by the research community for the MIMIC-III database

mtrf-toolbox

A MATLAB Package for Relating Neural Signals to Continuous Stimuli

polyp-segmentation-using-unet-in-tensorflow-2.0

Implementing polyp segmentation using the U-Net and CVC-612 dataset.

ppg_bp_dataset

A new, short-recorded photoplethysmogram dataset for blood pressure monitoring in China

pytorch-template

PyTorch deep learning projects made easy.

pytorch-template-1

A template structure for building PyTorch projects

signal-processing-and-pattern-classification

Signal-Processing-and-Pattern-Classification - Atrial fibrillation & PCG classification

stress_classification_with_ppg

tikur_chestx-ray14

tinypulseppg

ATTiny85 Pulse Oximeter with Photoplethysmogram (PPG) display

tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.