Finger PPG Datasets
Public finger-worn PPG datasets, typically from pulse oximeters and clinical monitors. Found 39 datasets.
Benchmark built to compare wearable cardiovascular monitors on one common, high-rate dataset. All sensors run on one BIOPAC MP160 at 10 kHz, then downsampled to 1 kHz. Stressors change hemodynamics: b...
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,...
Kansas State University (Carlson, Turpin, Suliman, Ade, Warren, Thompson). Paper: Sensors 2021, 21, 156, https://doi.org/10.3390/s21010156.
Blumio, Inc. (Gomes, Liao, Shay, Bikhchandani). Western IRB-approved protocol; released 2021 as Open Access.
Official 2015 PhysioNet/CinC Challenge corpus (Clifford et al.). Training set: 750 recordings with expert true/false alarm labels; hidden test 500 remains private. Each record leads up to an alarm at ...
PhysioNet bp-graphene-bioimpedance v1.0.0.
Berki & Mateašík (Slovak University of Technology / International Laser Center). Zenodo 10.5281/zenodo.21308261 (2026-07-11; later versions 10.5281/zenodo.21978226 and 22206256 exist).
Tang, Wang, Ding, Ji, Wang, Wang, Zhang, Chen, Gao, Shi, Wang. HealthRing: Physiology Dataset for Health Sensing on Rings. Sci Data (2026), doi:10.1038/s41597-026-07289-x.
MAIBO (Chen / Li / Liu / Wang / Shi / Gao / Qiu / Tu / Wang / Wang / Dai / Chen; Shanghai Jiao Tong University + Mianyang Central Hospital). Zenodo record 19440421 (published 2026-04-06, V1). Companio...
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...
Four studies (page text): Study-1 wrist IPG (~200 young volunteers, 14,478 records), Study-2 wrist IPG (normals + hypertensives, 1,029 records), Study-3 finger PPG (73 records), Study-4 ECG + finger P...
Charlton PERform family used in PPG beat-detector benchmarking (Physiol. Meas. 2022, DOI 10.1088/1361-6579/ac826d).
Harvard Dataverse doi:10.7910/DVN/DBM1NF (version 2.2, released 2024-11-21), with Samsung R&D Institute Brazil and Otávio A. B. Penatti among the authors.
MIMIC-III-Ext-CA (Hup / Long / Vullings). PhysioNet v1.0.0 published 2026-03-10. DOI 10.13026/ec0n-y377.
Curated extract from MIMIC-III Waveform Database Matched Subset (Moulaeifard / Charlton / Strodthoff). Segments end at rhythm chart events (≤15 min lookback). Sci Data companion: 10.1038/s41597-026-07...
Annotations originate from Bashar et al. (JBHI / UConn) Figshare 10.6084/m9.figshare.12149091.v1 (public AF labels for MIMIC-III matched sepsis ECG review).
Chen, Tan, Yu, Jiang, Wang, Gao, Sun (Macao Polytechnic University, Great Bay University). Sci Data 13:1216 (2026), DOI 10.1038/s41597-026-07310-3, PMC13500808. Ethics: Zhuhai People's Hospital ZH2025...
OSASUD (Bernardini / Brunello / Gigli / Montanari / Saccomanno; Udine University Hospital stroke unit + University of Udine). Simultaneous overnight Mindray vital-signs monitoring and Embletta level-3...
Mendeley dataset 37pm7jk7jn (v3 cited). Fingertip green PPG for BGL.
PPG-BP Database (Liang et al. lineage; Guilin). Fingertip reflective PPG with one cuff BP reading per subject and hypertension-stage labels.
Pulse Transit Time PPG Dataset v1.1.0 (PhysioNet). High-resolution synchronized multi-sensor finger PPG under three activities.
Wang et al., PulseDB: A large, cleaned dataset based on MIMIC-III and VitalDB for benchmarking cuff-less blood pressure estimation methods, Frontiers in Digital Health (2023), doi:10.3389/fdgth.2022.1...
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.
Finger distal-phalanx PPG (raw + 0.5–35 Hz bandpass) ~12 min sessions. Behavioural labels time-aligned.
Processed MIMIC-III matched ABP+PPG segments (Zenodo 4598938).
Three tasks (pour and drink, simulated driving, shape sorting) under three SRF conditions. Companion papers: TNSRE 2025 (10.1109/TNSRE.2025.3574133), IJRR 2026 (10.1177/02783649261436484), TNSRE 2026 ...
Multi-wavelength thumb PPG for blood-glucose estimation.
Mendeley 8xbbck45tt v2. Raw / filtered / peak folders.
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...
Kachuee, Kiani, Mohammadzade, Shabany. Introductory paper: "Cuff-less high-accuracy calibration-free blood pressure estimation using pulse transit time" (ISCAS 2015). The UCI page says the raw ECG, PP...
12 subjects × 3 scenarios (sit/sleep/office), ≥30 min each; wrist green + finger IR/red + accel + ECG ref.
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.