Related Experiment Video
Updated: Oct 19, 2026

Software for Analysis of Heart Rate and Blood Pressure Time-series Data from the Valsalva Maneuver
Published on: June 27, 2025
HSBP-DB: A synchronised phonocardiography and arterial blood pressure dataset for multi-class hypertension staging
Sairul Izwan Bin Safie1, Nurfatin Najwa Othman1, Nur Dania Ajrina Rahim1
1Universiti Kuala Lumpur, Malaysian Institute of Industrial Technology, Johor, Malaysia.
Abstract:
HSBP-DB is a novel, annotated, and synchronised multimodal corpus of phonocardiography (PCG) and arterial blood pressure (BP) recordings, assembled to address the absence of a purpose-built, openly accessible benchmark for multi-class hypertension staging from cardiac acoustic signals. The dataset comprises 400 recordings acquired from 50 adult participants (32 male, 18 female; age: 22.70 ± 2.00 years; BMI: 23.82 ± 4.86 kg/m²) at the Gymnasium, Universiti Kuala Lumpur Malaysian Institute of Industrial Technology (UniKL MITEC), Johor, Malaysia. Each participant completed a repeated-measures protocol of five resting-baseline (RT) and three post-exercise (EX) sessions, yielding eight recordings per participant across two physiologically distinct haemodynamic conditions. PCG signals were acquired using the 3M Littmann CORE Digital Stethoscope (Model 8480), positioned at Erb's point (left sternal border, fourth intercostal space) and sampled at 4,000 Hz. Concurrent ground-truth BP measurements were obtained using the Contec ABPM50 oscillometric ambulatory monitor (ESH-IP 2010 validated; ±3 mmHg accuracy), applied to the left upper arm in accordance with AHA clinical measurement guidelines. A sequential reference-first protocol was enforced to ensure temporal alignment between the haemodynamic state encoded in the BP reference label and the corresponding PCG recording. Each recording is assigned a structured anonymisation identifier embedding the participant code, session index, systolic pressure (SBP), diastolic pressure (DBP), and mean arterial pressure (MAP). BP class labels were applied at the recording level according to the 2017 American Heart Association / American College of Cardiology (AHA/ACC) four-class schema - Normal, Elevated, Hypertension Stage 1 (HTN-1), and Hypertension Stage 2 (HTN-2) - yielding a class distribution of Normal: 170 (42.5%), Elevated: 78 (19.5%), HTN-1: 112 (28.0%), and HTN-2: 40 (10.0%). HSBP-DB is deposited exclusively as raw, uncompressed .wav PCG waveforms, organised into four class-stratified directories mirroring the AHA/ACC classification scheme. All recording-level metadata - participant identity, session index, and haemodynamic labels - are self-contained within each filename, eliminating dependency on external metadata files while preserving full label-to-signal traceability. HSBP-DB is publicly deposited in Mendeley Data (DOI: 10.17632/fwx556cgjy.1) and is made available to support reproducible research in cuffless BP estimation, PCG-based haemodynamic biomarker extraction, ordinal classification, and multimodal cardiovascular signal processing.
Related Concept Videos
Assessing Blood pressure using a doppler ultrasound
Pre-Procedural Guidelines for Doppler Ultrasound Blood Pressure Assessment:
Preparation of Equipment:
Assessment of blood pressure in brachial artery(two-step method)
Measurement of Blood Pressure
Assessment of blood pressure in brachial artery(one-step method)
Prepare for the Procedure:
Special considerations while measuring blood pressure
Monitoring Both Arms:
Monitoring BP in both arms during the initial assessment is advisable, as the systolic value may differ by five to ten mm Hg between arms. For subsequent BP assessments, use the arm with the higher reading.
Equipments Used To Measure Blood Pressure
This invasive approach involves cannulating a peripheral artery. During each cardiac contraction, pressure generates mechanical motion within the catheter, transmitted through rigid, fluid-filled tubing to a transducer. This transducer converts mechanical motion into electrical signals displayed as waveforms on a monitor. An automatic flushing system prevents blood backflow. Due to the potential risk of unexpected arterial blood loss, this method is primarily used in intensive...

