Wrist PPG Datasets (Browse & Filter)
Browse and filter wrist-worn PPG datasets by site, wavelength, subjects, and license. For curated collections with raw waveforms, see the topic page. Found 87 datasets.
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AAUWSS (Djanian / Nielsen / Nielsen / Bruun, Aalborg University + Aarhus University Hospital Respiration Center West). Collected Mar 24âApr 4 2023. Release includes raw Empatica CSVs, PSG EDFs, AASM a...
Alcohol and Drug Abuse Research Program pilot: continuous E4 physiology + EMA stress/craving in alcohol-use-disorder recovery. Zenodo DOI 10.5281/zenodo.6640290. Related arXiv 2206.14568.
Artificial Intelligence Ready and Exploratory Atlas for Diabetes Insights. Versioned releases on FAIRhub: v1.0.0 (2024-05-03, DOI 10.60775/fairhub.1), v2.0.0 (2024-11-08, DOI 10.60775/fairhub.2; 1,067...
AQUASET (Affective Physiological QUAlity-of-Experience Streaming service dataSET) combines streaming QoE parameters, subjective assessments, physiological signals, and facial-expression features. Zeno...
ArWISE (CASAS / Diane Cook) is a multi-volume smartwatch free-living activity dataset. Sensor streams are 10 Hz accelerometer, gyroscope, and relative location (distance from home); portions carry use...
Collection Barocontrol in healthy subjects (version 1, published 2020-02-24), Donders Institute / Radboud University, di.dcn.DSC6200245101149. Authors: Arjen Mol, Andrea Maier, Richard J.A. van Wezel,...
BIDSleep (PhysioNet bidsleep-dataset) pairs consumer smartwatch instantaneous heart rate (IHR) and wrist accelerometry with expert-reviewed Dreem 2 EEG hypnograms. Authors: Song / Zhang / Zhou / Dutta...
PhysioNet big-ideas-glycemic-wearable v1.1.3 (DOI 10.13026/aw6y-fc44, published April 13, 2026). Continuous free-living wrist PPG with interstitial glucose.
Psychological-stress dataset pairing a psychologist-led induction session with later exam recordings (Data-in-Brief 2023). Mendeley DOI 10.17632/z9y2fn38fp.1. Therapy folders prefixed T, exam folders ...
BrisT1D was conducted by Sam Gordon James, Miranda Armstrong, Aisling O'Kane, Harry Emerson, and Zahraa Abdallah at the University of Bristol. Participants used smartwatches alongside their T1D self-m...
Real-world ambulatory multimodal stress + cannabis-use dataset. Zenodo DOI 10.5281/zenodo.14842061. ~24 h wear during daily activities.
CAPTURE-24 (OxWearables / Oxford): free-living wrist accelerometry with wearable-camera activity annotations. Nature Scientific Data descriptor; ORA release.
Intensive longitudinal physiological + emotional assessment of college students before/during/after the 2020 COVID-19 lockdown (Southern California). Dryad DOI 10.7280/D1WH6T. ~8.6 GB.
Defined in Riveros et al., âDiffusion-Based Synthetic Data Pretraining for Enhancing Activity Recognitionâ (arXiv 2610.02292, 2026-10-01). Authors start from a Daily Living Activities Dataset (90 part...
Wrist PPG with PSG gold-standard sleep staging â the largest single wrist-PPG cohort in the ledger and the only one with expert-scored overnight sleep labels. Collected at Duke University Health Syste...
Empatica E4 wristband recordings under three distinct physiological load conditions: acute psychological stress, aerobic exercise, anaerobic exercise. Published June 2025, PhysioNet DOI 10.13026/he0v-...
Wearable physiological + motion dataset for emotion recognition / context awareness (Scientific Data 2024). Affect-adjacent to stress (SAM valence/arousal/dominance), not a dedicated stress protocol. ...
Five separate PhysioNet datasets that individually are too small to matter but share an almost identical sensor layout, so they concatenate into one corpus with a single extraction pipeline.
Workplace-style cognitive / social / psychological stress protocol with Empatica E4 (Campanella et al.). Mendeley Data v2, DOI 10.17632/kb42z77m2g.2. Companion Data-in-Brief 2024.
Multimodal cognitive-stress dataset in epilepsy patients (lab + in-situ). Zenodo DOI 10.5281/zenodo.16407549. Scientific Data descriptor 2025.
ESCOLAR integrates two domains on EmotiBit: social stress in naturalistic academic presentations and controlled programming cognitive-load tasks. Zenodo 19495742, DOI 10.5281/zenodo.19495742, license ...
Four-week in-situ wearable HRV dataset with sleep diaries and biweekly clinical questionnaires (Scientific Data 2025). Figshare DOI 10.6084/m9.figshare.28509740.
Semi-naturalistic wrist PPG dataset collected at KAIST with a consumer smartwatch and a research-grade wristband recording simultaneously, plus a chest ECG reference. Published as a Scientific Data de...
GroupAffect-4 is a multimodal corpus of co-located four-person collaboration (T0 rest â T1 hidden-profile â T2 negotiation â T3 ideation â T4 public-goods). Creators include Jamshidi Seikavandi et al....
Hooseok Lee, Heewon Chung, Jinseok Lee (BAMI Lab, Wonkwang University). Paper: "Motion Artifact Cancellation in Wearable Photoplethysmography Using Gyroscope", IEEE Sensors Journal, doi 10.1109/JSEN.2...
HARMES (Burchard / BrĂŒckner / Bock / Van Laerhoven et al.) â multi-modal wearable HAR with motion, environmental sensing, and sound. Zenodo 10.5281/zenodo.19425719; arXiv 2605.02596; code https://gith...
Zhang et al. (TROIKA; arXiv 1409.5181). Used for the IEEE SPC 2015 heart-rate challenge.
IMU50 (La Fratta / Calisti / Bigelli et al.): multiday high-resolution wrist IMU+PPG under unrestricted free-living. Zenodo concept DOI 10.5281/zenodo.21468409 (version DOI 10.5281/zenodo.21468410). I...
IPqM-Fall from the Navy Research Institute (IPqM) âFuture Combatantâ project with CEFET-RJ. Zenodo 10.5281/zenodo.12760391. Companion paper: arXiv 2501.15655.
Park et al., Scientific Data 7:293 (2020). Zenodo record v1.0.0 DOI 10.5281/zenodo.3931963 (files restricted; user agreement https://forms.gle/DUAERhHqf51kyt4Y9). KAIST IRB.
Dryad dataset DOI 10.5061/dryad.qz612jmrn â Finnish immigrants loneliness wearable multimodal study.
45 suspected-AF patients monitored 5â8 days (306 days total) with a KTU wrist-worn PPG device and a Bittium Faros 180 ECG patch; beat-level AF annotations, QRS indices and RR intervals; subjectinfo.xl...
45 patients with suspected atrial fibrillation, monitored 5â8 days each (306 monitoring days total), starting at Vilnius University Hospital and continuing at home. Wrist PPG device running continuous...
MAUS (Mental workloAd assessment Under n-back task using wearable Sensors) is a multimodal physiological dataset for mental workload (MW) assessment. Subjects perform an N-back working-memory task whi...
Workplace / occupational mental fatigue multimodal set released with Data in Brief (2023/2024). Morning and evening sessions on the same workers; Chalder Fatigue Scale labels paired with Empatica E4 w...
Neupane et al., "Momentary Stressor Logging and Reflective Visualizations", CHI '24 (DOI 10.1145/3613904.3642662; arXiv 2401.16307). Participants wore a Fossil Sport WearOS watch for 100 days; the wat...
Treadmill running from 30 healthy runners (8 female, 22 male). Each did five incremental relative-pace trials prescribed from individual VDOT, about 3 min per pace. Synchronized: VICON optical motion ...
In-the-wild physiological dataset from four custom wearables worn simultaneously at earring, necklace, ring, and watch (wrist) positions, with a Polar H10 chest ECG reference. arXiv 2026 (arXiv:2605.1...
Figshare article 31868863 (v2), DOI 10.6084/m9.figshare.31868863.v2, authored by Sai Sree Nithya Gattineni. Published 2026-10-05. Title: Multimodal Micromobility Stress Dataset.
Manchester Metropolitan University benchmark for PPG-based HR estimation, published Figshare 2026-03-05. Explicitly built to fix cohort-diversity and wavelength gaps in existing resources. Companion p...
MyMove (Kim / Choe / Kacorri et al., CHI 2022 DOI 10.1145/3491102.3517457; labeling pipeline IMWUT 2025). Project page: https://mymove-collective.github.io/dataset/. ISWC 2026 paper footnote: privacy-...
Kocaçinar et al., Istanbul Kultur Univ. Published Aug 2023.
Multi-modal continuous stress detection of nurses in a real hospital during COVID-19. Dryad DOI 10.5061/dryad.5hqbzkh6f. ~1,250 hours across two 2020 sessions.
~80 h mental-workload / stress recordings focused on typical office activities (lab + in-the-wild). Zenodo DOI 10.5281/zenodo.15681263. Code: https://github.com/HPI-CH/mwoffice2025
PAMAP2 (Physical Activity Monitoring for Aging People 2) released via UCI ML Repository (DOI 10.24432/C5NW2H). Protocol + optional sessions as .dat files (54 columns). Introductory papers: Reiss & Str...
Bhatia & Ekbote exploratory blood-glucose smartwatch study. Not the same record as ppg-cgm-glucose-zenodo (20691830).
PPG-DaLiA (Reiss / Indlekofer / Schmidt / Van Laerhoven lineage; Uni-Siegen). Daily-life activities with wrist PPG+accel and chest physiological reference. USI page: https://ubi29.informatik.uni-siege...
PPG-Sport (Hu / Pham / ⊠/ Ma), Proc. ACM IMWUT 2026, DOI 10.1145/3810216. First large public wrist-PPG sports set targeting non-periodic, high-intensity, bilaterally asymmetric motion.
Pulsewatch is a Synapse-hosted clinical/ambulatory AF monitoring dataset and companion code release (UConn / PulsewatchRelease). Companion ICASSP 2025 training/eval code documents 30 s PPG/HR/ACC prod...
Official title: Pulse transit time as a proxy for vasoconstriction in younger and older adults (version 1). Creators: Arjen Mol, Carel G.M. Meskers, Sjoerd P.
Samsung study pairing watch PPG with an ambulatory ECG patch. xMAE describes it as a lab setting; MMR's Table 4 labels it "Naturalistic (field)". The setting is therefore reported inconsistently.
Free-living Samsung study pairing watch PPG with cuff BP readings. HiMAE calls it "My BP Lab (Clinical Trials ID 19-27169)", free-world setting.
Samsung lab study pairing resting wrist PPG with CNAP beat-to-beat finger BP. HiMAE calls it the "My Heart Lab Study (NCT04314947)". Conflict: ClinicalTrials.gov lists NCT04314947's org study ID as "M...
Watch PPG paired with clinical lab values. Used as "lab tests" regression/classification targets.
Free-living wrist PPG pooled from Samsung research studies.
Free-living watch PPG with ectopic-beat labels. The labeling source is not detailed in xMAE.
Exploratory blood-glucose study with smartwatch PPG waveforms paired to CGM values.
Torres-Soto J, Ashley EA. Multi-task deep learning for cardiac rhythm detection in wearable devices. npj Digital Medicine 3, 116 (2020).
Pilot stress-monitoring dataset from Sensors 2022 (10.3390/s22218135). Open GitHub release by Iqbal et al. Three stress-inducing tasks + rest blocks.
Physiological signals from wearable devices in two scenarios (Lucas PĂ©rez / MartĂnez-Acha / Serrano-Mamolar / Arnaiz-GonzĂĄlez / Katsigiannis): (1) simultaneous Empatica E4 + Shimmer3 GSR+ + EmotiBit; ...
ToLife provides simultaneous consumer-watch wrist PPG, contact finger PPG, and ECG. It is especially useful for learning timing/rate relationships and testing cross-site representations without assumi...
Collection Detecting Prolonged Stress in Real Life Using Wearable Biosensors and Ecological Momentary Assessments: Naturalistic Experimental Study (version 1), Radboud University / Donders Centre for ...
Placement-focused Scenario 2 release of a multi-wearable comparison study (Empatica E4 simultaneous Scenario 1 not included in this version). Zenodo 22655618, DOI 10.5281/zenodo.22655618, license CC B...
UBFC-Phys (Université Bourgogne Franche-Comté / Meziati Sabour et al.). Companion paper in IEEE Transactions on Affective Computing 2021.
UK Biobank category 1008 / field 90001 âAcceleration data â cwa formatâ. Main collection ~2013â2016; seasonal repeats for a subset. Official field page: https://biobank.ctsu.ox.ac.uk/ukb/field.cgi?id=...
UNobtrusIVE measuRement of mental workload and stress in uncontrolled environments (~315 h total). Zenodo DOI 10.5281/zenodo.10371068. Scientific Data 2024.
12 subjects Ă 3 scenarios (sit/sleep/office), â„30 min each; wrist green + finger IR/red + accel + ECG ref.
âEvaluating the validity of walker sensors for posture monitoringâ (FernĂĄndez-Carmona / Urdiales / GĂłmez-de-Gabriel; Universidad de MĂĄlaga / TaISLab). ROS2 bags converted to per-trial CSV zips (202404...
Alghoul, Mohd (Faisal), Laamarti, Al Osman, El Saddik (University of Ottawa). ACM TOMM 2026, DOI 10.1145/3836767; arXiv 2605.00184. Dataset DOI 10.21227/rwrm-n531.
WatchMyHeart (Alkhodari / Khandoker, Khalifa University). Zenodo 20729337 (concept 20729336), published 2026-06-22; files modified 2026-08-11. Release: Rawsignals.mat, Metadata.xlsx, Qualitysummaryper...
Wearanize+ OA is the open-access release of Wearanize+ (Donders / Radboud; Dresler / Zerr / Sikder). Each participant slept one night with three wearables plus PSG. PSG stages include two expert manua...
WESAD (Schmidt / Reiss / Duerichen / Marberger / Van Laerhoven), ICMI 2018. Lab study with baseline / stress / amusement states plus questionnaires.
Ho, Pham, Saeed, Ma. WF-PPG: A Wrist-finger Dual-Channel Dataset for Studying the Impact of Contact Pressure on PPG Morphology. Scientific Data (2025), doi:10.1038/s41597-025-04453-7.
ETH ZĂŒrich (Siplab) real-world PPG dataset â NeurIPS 2024 Datasets & Benchmarks. Four custom devices worn simultaneously at head, sternum, wrist, ankle during a full-day outdoor trip from Zurich to Ju...
WIMID (Wrist IMU Meals and Intakes Dataset) from JoĆŸef Stefan Institute (Jordan / LuĆĄtrek). Zenodo 10.5281/zenodo.18176217. Preprocessed IMU (interpolated to 100 Hz, median-filtered).
PhysioNet wrist PPG during exercise corpus (wrist 1.0.0). Treadmill walk/jog and bike resistance protocols with synchronized chest ECG R-peaks.
ZU-PWD â25 (DOI 10.21227/2tth-wj12) releases synchronized minute-level physiology/behavior from Empatica Embrace Plus with a companion self-report set (ZU-PWD-SR â25). Authors: Evangelista / Nazir / B...
The authors built a dataset because commercial watches with similar multi-photodiode optical layouts don't expose raw channels. The research question is whether spatial PPG picks up the small tissue/t...