Cover Image

A Comprehensive PPG-based Dataset for HR/HRV Studies

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Xu, Jingye, Zhang, Yuntong, Wang, Wei, Xie, Mimi, Zhu, Dakai
Format:	Preprint
Published:	2025
Subjects:	Signal Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Real-Time, Single-Ear, Wearable ECG Reconstruction, R-Peak Detection, and HR/HRV Monitoring
by: Santos, Carlos, et al.
Published: (2025)

EnhancePPG: Improving PPG-based Heart Rate Estimation with Self-Supervision and Augmentation
by: Benfenati, Luca, et al.
Published: (2024)

On Improving PPG-Based Sleep Staging: A Pilot Study
by: Wang, Jiawei, et al.
Published: (2025)

ApSense: Data-driven Algorithm in PPG-based Sleep Apnea Sensing
by: Choksatchawathi, Tanut, et al.
Published: (2023)

GPT-PPG: A GPT-based Foundation Model for Photoplethysmography Signals
by: Chen, Zhaoliang, et al.
Published: (2025)

Multi-modal Heart Failure Risk Estimation based on Short ECG and Sampled Long-Term HRV
by: González, Sergio, et al.
Published: (2024)

AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling
by: Nie, Guangkun, et al.
Published: (2025)

Combining scEEG and PPG for reliable sleep staging using lightweight wearables
by: Wang, Jiawei, et al.
Published: (2026)

Self-Supervised and Topological Signal-Quality Assessment for Any PPG Device
by: Shao, Wei, et al.
Published: (2025)

Robust CNN-based Respiration Rate Estimation for Smartwatch PPG and IMU
by: Kazemi, Kianoosh, et al.
Published: (2024)

Age-Normalized HRV Features for Non-Invasive Glucose Prediction: A Pilot Sleep-Aware Machine Learning Study
by: Azam, Md Basit, et al.
Published: (2025)

Data Distribution Dynamics in Real-World WiFi-Based Patient Activity Monitoring for Home Healthcare
by: Monjur, Mahathir, et al.
Published: (2024)

Tri-Spectral PPG: Robust Reflective Photoplethysmography by Fusing Multiple Wavelengths for Cardiac Monitoring
by: Meier, Manuel, et al.
Published: (2024)

HHK: A Hardware-Oriented Cross-Location PPG Key Generation Architecture for Body Area Networks
by: Filho, Jose Ilton de Oliveira
Published: (2026)

Pulse-PPG: An Open-Source Field-Trained PPG Foundation Model for Wearable Applications Across Lab and Field Settings
by: Saha, Mithun, et al.
Published: (2025)

Generalizable Blood Pressure Estimation from Multi-Wavelength PPG Using Curriculum-Adversarial Learning
by: Liang, Zequan, et al.
Published: (2025)

CLDTA: Contrastive Learning based on Diagonal Transformer Autoencoder for Cross-Dataset EEG Emotion Recognition
by: Liao, Yuan, et al.
Published: (2024)

f-GAN: A frequency-domain-constrained generative adversarial network for PPG to ECG synthesis
by: Kong, Nathan C. L., et al.
Published: (2024)

CLEP-GAN: An Innovative Approach to Subject-Independent ECG Reconstruction from PPG Signals
by: Li, Xiaoyan, et al.
Published: (2025)

Greedy-optimized Approach for Interbeat Interval and Heart Rate Variability Daily Monitoring using Wearable PPG
by: Huang, Luffina C.
Published: (2023)

Aortic Valve Disease Detection from PPG via Physiology-Informed Self-Supervised Learning
by: Wang, Jiaze, et al.
Published: (2026)

Longitudinal Wrist PPG Analysis for Reliable Hypertension Risk Screening Using Deep Learning
by: Lin, Hui, et al.
Published: (2024)

Beyond Single-Channel: Multichannel Signal Imaging for PPG-to-ECG Reconstruction with Vision Transformers
by: Li, Xiaoyan, et al.
Published: (2025)

Rapid Adaptation of SpO2 Estimation to Wearable Devices via Transfer Learning on Low-Sampling-Rate PPG
by: Liang, Zequan, et al.
Published: (2025)

Non-Invasive Glucose Level Monitoring from PPG using a Hybrid CNN-GRU Deep Learning Network
by: Soliman, Abdelrhman Y., et al.
Published: (2024)

Benchmarking and Enhancing PPG-Based Cuffless Blood Pressure Estimation Methods
by: Mathew, Neville, et al.
Published: (2026)

Zema Dataset: A Comprehensive Study of Yaredawi Zema with a Focus on Horologium Chants
by: Muluneh, Mequanent Argaw, et al.
Published: (2024)

The HR-Calculus: Enabling Information Processing with Quaternion Algebra
by: Mandic, Danilo P., et al.
Published: (2023)

RIS-based Physical Layer Security for Integrated Sensing and Communication: A Comprehensive Survey
by: Li, Yongxiao, et al.
Published: (2025)

Low-Altitude Wireless Networks: A Comprehensive Survey
by: Wu, Jun, et al.
Published: (2025)

Near-Field Communications: A Comprehensive Survey
by: Liu, Yuanwei, et al.
Published: (2024)

Amplitude-Independent Machine Learning for PPG through Visibility Graphs and Transfer Learning
by: Miao, Yuyang, et al.
Published: (2023)

RFSS: A Comprehensive Multi-Standard RF Signal Source Separation Dataset with Advanced Channel Modeling
by: Chen, Hao, et al.
Published: (2025)

PG-LRF: Physiology-Guided Latent Rectified Flow for Electro-Hemodynamic PPG-to-ECG Generation
by: Wang, Xiaoda, et al.
Published: (2026)

Comprehensive Dataset and Signal Processing Framework for Phonocardiogram-Based Heart Rate and Blood Pressure Estimation
by: Mamun, Abdul Ahad, et al.
Published: (2026)

Numerical Differentiation-based Electrophysiology-Aware Adaptive ResNet for Inverse ECG Modeling
by: Zhu, Lingzhen, et al.
Published: (2025)

Optimization and Deployment of Deep Neural Networks for PPG-based Blood Pressure Estimation Targeting Low-power Wearables
by: Burrello, Alessio, et al.
Published: (2024)

SVD-based ugmt-gft on directed product graphs
by: Xie, Guoyun, et al.
Published: (2025)

TAU: Modeling Temporal Consistency Through Temporal Attentive U-Net for PPG Peak Detection
by: Zuo, Chunsheng, et al.
Published: (2025)

PENGUIN: General Vital Sign Reconstruction from PPG with Flow Matching State Space Model
by: Suzuki, Shuntaro, et al.
Published: (2026)