Blood Pressure Datasets (Browse & Filter)

Browse and filter PPG datasets with BP reference measurements by sensor, reference type, subjects, and license. For curated best-of lists, see the topic page. Found 31 datasets.

💡 Looking for a curated collection? See the topic page for hand-picked datasets with detailed notes.

Auricle

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...

Signals: ppg, ecg, accelSubjects: 70PPG Site: finger, ear
Barocontrol in healthy subjects (Mol/van Wezel, Radboud)

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,...

Signals: ppg, ecg, abpSubjects: 34PPG Site: finger, wrist
Bed-Based BCG (Carlson, K-State)

Kansas State University (Carlson, Turpin, Suliman, Ade, Warren, Thompson). Paper: Sensors 2021, 21, 156, https://doi.org/10.3390/s21010156.

Signals: bcg, ecg, ppgSubjects: 40PPG Site: finger
Blumio

Blumio, Inc. (Gomes, Liao, Shay, Bikhchandani). Western IRB-approved protocol; released 2021 as Open Access.

Signals: ppg, abpSubjects: 115PPG Site: finger
CardioWave-Portable

CardioWave-Portable (Yang / Zhang / Liu / Wang / Xie / Guo; Harbin Institute of Technology affiliation on Zenodo). Zenodo record 20912312 (concept 20799109), published 2026-06-26. Release zip includes...

Signals: ppg, ecgSubjects: 979
CinC / PhysioNet Challenge 2015

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 ...

Signals: ppg, ecg, abpPPG Site: ear, finger
Continuous cuffless BP via graphene bioimpedance tattoos (PhysioNet)

PhysioNet bp-graphene-bioimpedance v1.0.0.

Signals: ppg, abp, bioimpedanceSubjects: 8PPG Site: finger
CRHE

Fudan University (Yuhui Cen, Jingjing Luo) with Univ. of Shanghai for Science and Technology (Hongliu Yu) and Changzhou Anxin Yihe and Rehabilitation Hospital (Yufeng Bao, Bingzhong Huang). Abstract: ...

Signals: ppgSubjects: 29
HealthRing RingDatasetV2.1

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.

Signals: ppg, accel, ecgSubjects: 54PPG Site: finger, ring
Landry ADL

University of Waterloo (Landry, Hedge, Hughson, Peterson, Arami). Collected to validate a cuffless BP model during ADL. Paper: "Accurate Blood Pressure Estimation during Activities of Daily Living: A ...

Signals: ppg, ecg, accelSubjects: 5
Lightweight BP Estimation (Yongjian Li)

Uploaded by Yongjian Li (2024-06-07). No paper link, no README in the files.

Signals: ppg, ecg, abpSubjects: 300
MAIBO

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...

Signals: ppgSubjects: 1086PPG Site: finger, ring
MIMIC PERform

Charlton PERform family used in PPG beat-detector benchmarking (Physiol. Meas. 2022, DOI 10.1088/1361-6579/ac826d).

Signals: ppg, ecg, respSubjects: 35PPG Site: finger
MIMIC-BP

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.

Signals: ppg, abp, ecgSubjects: 1524PPG Site: finger
MIMIC-III Waveform MATCHED
Signals: ppg, abpSubjects: 2854PPG Site: finger
MIMIC-III-Ext-CA

MIMIC-III-Ext-CA (Hup / Long / Vullings). PhysioNet v1.0.0 published 2026-03-10. DOI 10.13026/ec0n-y377.

Signals: ppg, ecgSubjects: 31PPG Site: finger
MIMIC-III-Ext-PPG

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...

Signals: ppg, ecg, respSubjects: 6189PPG Site: finger
MIMIC-IV Waveform Database (PhysioNet preview)

PhysioNet mimic4wdb 0.1.0 technical preview. WFDB+FLAC. Linked to MIMIC-IV clinical via subjectid/hadmid.

Signals: ppg, ecg, respSubjects: 198
MIMIC3-AF-Bashar

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).

Signals: ppg, ecg, respSubjects: 70PPG Site: finger
PPG-BP Database (Guilin / Liang 2018)

PPG-BP Database (Liang et al. lineage; Guilin). Fingertip reflective PPG with one cuff BP reading per subject and hypertension-stage labels.

Signals: ppgSubjects: 219PPG Site: finger
Pulse Transit Time PPG

Pulse Transit Time PPG Dataset v1.1.0 (PhysioNet). High-resolution synchronized multi-sensor finger PPG under three activities.

Signals: ppg, ecg, accelSubjects: 22PPG Site: finger
PulseDB v2.0

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...

Signals: ppg, ecg, abpSubjects: 5361PPG Site: finger
Radboud PTT PPG+BP (Mol 2020)

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.

Signals: ppg, ecg, bp-finapresSubjects: 86PPG Site: finger, wrist
Sensors Aguirre 2021

Processed MIMIC-III matched ABP+PPG segments (Zenodo 4598938).

Signals: ppg, abpSubjects: 1195PPG Site: finger
SensSmartTech

SensSmartTech (Lazović et al.; PhysioNet v1.0.0, published 2024-12-19). First multisensory base systematically following heart relaxation dynamics across a wide HR range. CSV = original rates; WFDB = ...

Signals: ppg, ecg, accelSubjects: 32PPG Site: neck
UCI Cuff-Less Blood Pressure Estimation (UCI 340; Kachuee 2015)

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...

Signals: ppg, abp, ecgPPG Site: finger
VitalDB
Signals: ppg, ecg, respSubjects: 6388PPG Site: finger
WF-PPG

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.

Signals: ppg, ecg, spo2Subjects: 27PPG Site: finger, wrist
Yunnan dual-wavelength PPG + ECG + pressure pulse wave (102 subj, 1000 Hz)

Data descriptor-style release; quality checked by HR-consistency screening (accuracy 86.63%, precision 100%, per record).

Signals: ppg, ecg, pressureSubjects: 102
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