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  • 👋 Hi, I’m @Kapil19-dev aka Kapil Singh Rathore
  • 👀 I’m interested in expolring the concepts of Machine Learning and Deep Learning algorithms for solving the wide range of problems in healthcare sector.
  • 🌱 I’m currently pursuing MS(Research) at Indian Institute of Technology Madras. My research are focus on estimation of respiratation rate from basic physiological signals like ECG, PPG by applying the Deep Learning and Machine Learning algorithms.
  • 💞️ I’m looking to collaborate on any type of python development environment.
  • 📫 How to reach me -- Reach out to me at [email protected]

Kapil Singh Rathore's Projects

cardio icon cardio

CardIO is a library for data science research of heart signals

deep_ecg icon deep_ecg

Deep learning for ECG denoising and analysis

ecg-denoise icon ecg-denoise

Simple autoencoder for ECG denoise. Built on Keras.

ecg-signal-processing icon ecg-signal-processing

A python script to process raw ECG signals and impute the peaks and heartbeats following noise suppression to obtain processed ECG

energy-expenditure-1 icon energy-expenditure-1

Estimate real-time energy expenditure values by measuring multiple physiological variables (HR, acc, temp, gsr...)

energyexpenditureestimation icon energyexpenditureestimation

This repository contains the biomechanics datasets, code to train learning models, and final model parameters for our work in rapid energy expenditure estimation for assisted and inclined loaded walking.

fastbook icon fastbook

The fastai book, published as Jupyter Notebooks

hrvanalysisinnoisysignals icon hrvanalysisinnoisysignals

Implementation of an heart rate analysis (HRV) algorithm for spectral analysis in noisy ECG signals by Yaghouby et al. (2016).

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