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akaza-00's Projects

bloodpressure_ppg_ml icon bloodpressure_ppg_ml

Repository from final conclusion work of Computer Engineering. Estimation of Systolic and Diastolic Blood Pressure Using PPG and ECG Signals and Machine Learning Algorithms

bpppg icon bpppg

Blood Pressure Estimation using PPG Signal Morphological Features

cuffless-bp icon cuffless-bp

Cuffless blood pressure estimation through convolutional neural network regressor.

cuffless-bp-master-in-python-jupyter- icon cuffless-bp-master-in-python-jupyter-

Blood pressure (BP) is a direct indicator of hypertension, a dangerous and potentially deadly condition. Regular monitoring of BP is thus important, but many people have aversion towards cuff-based devices, and their limitation is that they can only be used at rest. Using just a photoplethysmogram (PPG) to estimate BP is a potential solution investigated in our study.

derivebp_fromppg icon derivebp_fromppg

Preprocessing, feature extraction and ML to derive a BP signal from PPG waveform

upsc_bot icon upsc_bot

A bot that sends daily The Hindu newspaper, Vision IAS, Next IAS & Insights IAS PDF download link.

windows-forms-photoplethysmogram-for-ppg-data-acquisition icon windows-forms-photoplethysmogram-for-ppg-data-acquisition

This application is intend to use for creating a database for machine learning projects. Subjects physical data and blood pressure, measured from external device are entered. Measurement system that is part of this solution provide PPG signals of observed person in real time from hardware. This hardware system is based on embedded device for sensing and Python source code for data processing. It is non invasive light reflective method with two wavelengths.

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