ppg IoT Dataset Records | IoTDataset.com

UCI

Heart Rate / Physical Effort Monitoring May 10, 2026

PPG-DaLiA: Heart Rate from Wrist PPG + Accelerometer in Daily Life Activities [15 Subjects, UCI]

Large-scale PPG-based heart rate dataset from 15 subjects wearing wrist (Empatica E4: PPG + 3-axis ACC) and chest (RespiBAN: ECG + respiration + 3-axis ACC) devices during 8 real-life activities. ECG provides HR ground truth. UCI ML Repository. Published in MDPI Sensors 2019 — DOI: 10.3390/s19143079.

#wearable #heart-rate #ppg #photoplethysmography +11 more

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Other

Healthcare Apr 10, 2026

MIMIC-III-Ext-PPG — ICU Wearable PPG Benchmark [Large-Scale, WFDB Format]

Large-scale quality-assessed ICU PPG benchmark derived from MIMIC-III, with ECG, ABP, and respiration signals in 30-second WFDB segments. Multi-task format supporting cardiovascular and respiratory signal analysis for wearable algorithm development.

#iot #wearable #healthcare #ppg +11 more

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Kaggle

Smart Home Feb 01, 2026

GalaxyPPG: Consumer-Grade Wearable PPG and ECG Dataset for Cardiovascular Monitoring (Scientific Data 2025)

Multimodal dataset from 24 participants with synchronized wrist-worn PPG from Galaxy Watch 5 and Empatica E4, plus chest ECG from Polar H10, collected during diverse activities in semi-naturalistic settings for evaluating consumer-grade wearable performance.

#PPG #ECG #wearable #Galaxy Watch +7 more

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JMIR Cardio / Microsoft Research

Wearable Cardiovascular Health IoT Feb 01, 2026

Causal Inference for Hypertension Prediction with Wearable Devices - Aurora Project ECG/PPG Dataset

Large public dataset from Microsoft Research Aurora Project with ECG and PPG signals from wrist-worn wearables, balanced for gender, age, and hypertension status, enabling causal inference research for non-invasive blood pressure prediction with 205 extracted features.

#hypertension #blood pressure #ECG #PPG +6 more

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Kaggle

Smart Home Jan 30, 2026

Wearable HRV and Sleep Dataset with Mental Health Assessments (Nature Scientific Data 2025)

Continuous 4-week wearable dataset from 49 participants with smartwatch-based heart rate variability (HRV), motion sensors, daily sleep diaries, and biweekly clinical assessments of depression, anxiety, and insomnia for mental health research.

#wearable #HRV #heart rate variability #sleep +8 more

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PhysioNet

Health & Medical IoT Jan 30, 2026

MIMIC-III Waveform Database

67,830 record sets of multi-channel physiologic waveforms (ECG, ABP, respiration, PPG) and vital sign time series from approximately 30,000 ICU patients, supporting clinical research and ML model development for critical care.

#PhysioNet #ICU #ECG #ABP +6 more

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