Rapid Adaptation of SpO2 Estimation to Wearable Devices via Transfer Learning on Low-Sampling-Rate PPG
Fuente:
arXiv
Saved in:
| Main Authors: | Liang, Zequan, Zhang, Ruoyu, Shao, Wei, Karthik, krishna, Kourkchi, Ehsan, Rafatirad, Setareh, Homayoun, Houman |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Self-Supervised and Topological Signal-Quality Assessment for Any PPG Device
by: Shao, Wei, et al.
Published: (2025)
by: Shao, Wei, et al.
Published: (2025)
Generalizable Blood Pressure Estimation from Multi-Wavelength PPG Using Curriculum-Adversarial Learning
by: Liang, Zequan, et al.
Published: (2025)
by: Liang, Zequan, et al.
Published: (2025)
Know Me by My Pulse: Toward Practical Continuous Authentication on Wearable Devices via Wrist-Worn PPG
by: Shao, Wei, et al.
Published: (2025)
by: Shao, Wei, et al.
Published: (2025)
Lightweight Cross-Device Sleep Tracking on the WeBe Wearable Platform
by: Shao, Wei, et al.
Published: (2026)
by: Shao, Wei, et al.
Published: (2026)
Kumo: A Security-Focused Serverless Cloud Simulator
by: Shao, Wei, et al.
Published: (2026)
by: Shao, Wei, et al.
Published: (2026)
Human-AI Interaction: Evaluating LLM Reasoning on Digital Logic Circuit included Graph Problems, in terms of creativity in design and analysis
by: Thota, Yogeswar Reddy, et al.
Published: (2026)
by: Thota, Yogeswar Reddy, et al.
Published: (2026)
When Models Ignore Definitions: Measuring Semantic Override Hallucinations in LLM Reasoning
by: Thota, Yogeswar Reddy, et al.
Published: (2026)
by: Thota, Yogeswar Reddy, et al.
Published: (2026)
EnhancePPG: Improving PPG-based Heart Rate Estimation with Self-Supervision and Augmentation
by: Benfenati, Luca, et al.
Published: (2024)
by: Benfenati, Luca, et al.
Published: (2024)
APEX: Attention on Personality based Emotion ReXgnition Framework
by: Fang, Ruijie, et al.
Published: (2024)
by: Fang, Ruijie, et al.
Published: (2024)
Continuous SpO2 Monitoring Using Reflectance Pulse Oximetry at the Wrist and Upper Arm During Overnight Sleep Apnea Recordings
by: Adam, Karen, et al.
Published: (2025)
by: Adam, Karen, et al.
Published: (2025)
A Multi-Channel Ratio-of-Ratios Method for Noncontact Hand Video Based SpO$_2$ Monitoring Using Smartphone Cameras
by: Tian, Xin, et al.
Published: (2021)
by: Tian, Xin, et al.
Published: (2021)
Greedy-optimized Approach for Interbeat Interval and Heart Rate Variability Daily Monitoring using Wearable PPG
by: Huang, Luffina C.
Published: (2023)
by: Huang, Luffina C.
Published: (2023)
CausalFlow: Causal Attribution and Counterfactual Repair for LLM Agent Failures
by: Bonagiri, Akash, et al.
Published: (2026)
by: Bonagiri, Akash, et al.
Published: (2026)
Optimization and Deployment of Deep Neural Networks for PPG-based Blood Pressure Estimation Targeting Low-power Wearables
by: Burrello, Alessio, et al.
Published: (2024)
by: Burrello, Alessio, et al.
Published: (2024)
Robust CNN-based Respiration Rate Estimation for Smartwatch PPG and IMU
by: Kazemi, Kianoosh, et al.
Published: (2024)
by: Kazemi, Kianoosh, et al.
Published: (2024)
Bit of a Close Talker: A Practical Guide to Serverless Cloud Co-Location Attacks
by: Shao, Wei, et al.
Published: (2025)
by: Shao, Wei, et al.
Published: (2025)
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)
by: Saha, Mithun, et al.
Published: (2025)
A Hybrid Deep Learning Model for Robust Biometric Authentication from Low-Frame-Rate PPG Signals
by: Rahman, Arfina, et al.
Published: (2025)
by: Rahman, Arfina, et al.
Published: (2025)
Amplitude-Independent Machine Learning for PPG through Visibility Graphs and Transfer Learning
by: Miao, Yuyang, et al.
Published: (2023)
by: Miao, Yuyang, et al.
Published: (2023)
Low-power, Energy-efficient, Cardiologist-level Atrial Fibrillation Detection for Wearable Devices
by: Loroch, Dominik, et al.
Published: (2025)
by: Loroch, Dominik, et al.
Published: (2025)
Benchmarking and Enhancing PPG-Based Cuffless Blood Pressure Estimation Methods
by: Mathew, Neville, et al.
Published: (2026)
by: Mathew, Neville, et al.
Published: (2026)
Toward Real-Time Circadian Phase Estimation with Low Latency from Wearable Sensing Data
by: Xu, Mengzhu, et al.
Published: (2026)
by: Xu, Mengzhu, et al.
Published: (2026)
KID-PPG: Knowledge Informed Deep Learning for Extracting Heart Rate from a Smartwatch
by: Kechris, Christodoulos, et al.
Published: (2024)
by: Kechris, Christodoulos, 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)
by: Nie, Guangkun, et al.
Published: (2025)
WiFi-Diffusion: Achieving Fine-Grained WiFi Radio Map Estimation With Ultra-Low Sampling Rate by Diffusion Models
by: Liu, Zhiyuan, et al.
Published: (2025)
by: Liu, Zhiyuan, et al.
Published: (2025)
Performance Benchmarking of Psychomotor Skills Using Wearable Devices: An Application in Sport
by: Pandukabhaya, Mahela, et al.
Published: (2024)
by: Pandukabhaya, Mahela, et al.
Published: (2024)
mSQUID: Model-Based Leanred Modulo Recovery at Low Sampling Rates
by: Kvich, Yhonatan, et al.
Published: (2025)
by: Kvich, Yhonatan, et al.
Published: (2025)
Design of a Noval Wearable ECG Monitoring Device
by: Wang, Ruihua, et al.
Published: (2025)
by: Wang, Ruihua, et al.
Published: (2025)
A Nonlinear Complexity Index for Wearable PPG Cardiovascular Stability: Multiscale Validation, Systematic Evaluation Correction, and Bayesian Parameter Optimization
by: Oladunni, Timothy, et al.
Published: (2026)
by: Oladunni, Timothy, et al.
Published: (2026)
A Comprehensive PPG-based Dataset for HR/HRV Studies
by: Xu, Jingye, et al.
Published: (2025)
by: Xu, Jingye, et al.
Published: (2025)
Optimal User and Target Scheduling, User-Target Pairing, and Low-Resolution Phase-Only Beamforming for ISAC Systems
by: Abanto-Leon, Luis F., et al.
Published: (2025)
by: Abanto-Leon, Luis F., et al.
Published: (2025)
Sampling-Free Diffusion Transformers for Low-Complexity MIMO Channel Estimation
by: Chen, Zhixiong, et al.
Published: (2026)
by: Chen, Zhixiong, et al.
Published: (2026)
mmWave Wearable Antenna for Interaction with VR Devices
by: Son, Haksun, et al.
Published: (2024)
by: Son, Haksun, et al.
Published: (2024)
RRWaveNet: A Compact End-to-End Multi-Scale Residual CNN for Robust PPG Respiratory Rate Estimation
by: Osathitporn, Pongpanut, et al.
Published: (2022)
by: Osathitporn, Pongpanut, et al.
Published: (2022)
Accelerating 5G Synchronization Signal Timing Offset Estimation Using Dual-Rate Sampling
by: Kim, Bitna, et al.
Published: (2026)
by: Kim, Bitna, et al.
Published: (2026)
BIDMC32SpO2_disc
by: TSML Archive Maintainers
Published: (2026)
by: TSML Archive Maintainers
Published: (2026)
Combining scEEG and PPG for reliable sleep staging using lightweight wearables
by: Wang, Jiawei, et al.
Published: (2026)
by: Wang, Jiawei, et al.
Published: (2026)
TransfoRhythm: A Transformer Architecture Conductive to Blood Pressure Estimation via Solo PPG Signal Capturing
by: Arjomand, Amir, et al.
Published: (2024)
by: Arjomand, Amir, et al.
Published: (2024)
Self-Calibration DOA Estimation for Movable Antenna Systems with Antenna Position Errors
by: Ye, Chengzhi, et al.
Published: (2026)
by: Ye, Chengzhi, et al.
Published: (2026)
Enabling Efficient Wearables: An Analysis of Low-Power Microcontrollers for Biomedical Applications
by: Samakovlis, Dimitrios, et al.
Published: (2024)
by: Samakovlis, Dimitrios, et al.
Published: (2024)
Similar Items
-
Self-Supervised and Topological Signal-Quality Assessment for Any PPG Device
by: Shao, Wei, et al.
Published: (2025) -
Generalizable Blood Pressure Estimation from Multi-Wavelength PPG Using Curriculum-Adversarial Learning
by: Liang, Zequan, et al.
Published: (2025) -
Know Me by My Pulse: Toward Practical Continuous Authentication on Wearable Devices via Wrist-Worn PPG
by: Shao, Wei, et al.
Published: (2025) -
Lightweight Cross-Device Sleep Tracking on the WeBe Wearable Platform
by: Shao, Wei, et al.
Published: (2026) -
Kumo: A Security-Focused Serverless Cloud Simulator
by: Shao, Wei, et al.
Published: (2026)