LiuUlrich-ListenToYourHeart-StressPredictionUsingConsumerHeartRateSensors.pdf

N/A

1 Listen to Your Heart: Stress Prediction Using Consumer Heart Rate Sensors David Liu, Mark Ulrich {davidcyl, mark.ulrich}@cs.stanford.edu Final Project, Stanford CS 229: Machine Learning, Autumn 2013-2014 F Abstract—Galvanic skin response (GSR) is commonly used to measure 2 Data Set and Features short-term emotional and cognitive stress, but measuring GSR…

related reading

• Towards passive heart health monitoring via smartphone cameraresearch.google
• An ECG biomarker for sudden cardiac death discovered with deep learningnature.com
• A multimodal sleep foundation model for disease predictionnature.com
• SensorFM: Towards a general intelligence and interface for wearable health dataresearch.google
• SensorFM: Towards a general intelligence and interface for wearable health dataresearch.google
• Emotion Detection Using Physiological Signalsieeexplore.ieee.org
• 2310.16532.pdfarxiv.org
• A Robust Open-source Algorithm to Detect Onset and Duration of QRS Complexescinc.org
• A fingertip-wearable microgrid system for autonomous energy management and metabolic monitoringnature.com
• Facial EMG sensing for monitoring affect using a wearable devicenature.com
• arxiv.org/pdf/2512.24880#page=3.56arxiv.org
• Garmin Body Battery: Is it useful for health and fitness?androidauthority.com