PENGUIN: General Vital Sign Reconstruction from PPG with Flow Matching State Space Model
Fuente:
arXiv
Guardado en:
| Autores principales: | Suzuki, Shuntaro, Koyama, Shuitsu, Hirano, Shinnosuke, Nagashima, Shunya |
|---|---|
| Formato: | Preprint |
| Publicado: |
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
A Decomposition-based State Space Model for Multivariate Time-Series Forecasting
por: Nagashima, Shunya, et al.
Publicado: (2026)
por: Nagashima, Shunya, et al.
Publicado: (2026)
Neural Stochastic Processes for Satellite Precipitation Refinement
por: Nagashima, Shunya, et al.
Publicado: (2026)
por: Nagashima, Shunya, et al.
Publicado: (2026)
Condition-Invariant fMRI Decoding of Speech Intelligibility with Deep State Space Model
por: Sung, Ching-Chih, et al.
Publicado: (2025)
por: Sung, Ching-Chih, et al.
Publicado: (2025)
CLEP-GAN: An Innovative Approach to Subject-Independent ECG Reconstruction from PPG Signals
por: Li, Xiaoyan, et al.
Publicado: (2025)
por: Li, Xiaoyan, et al.
Publicado: (2025)
EnhancePPG: Improving PPG-based Heart Rate Estimation with Self-Supervision and Augmentation
por: Benfenati, Luca, et al.
Publicado: (2024)
por: Benfenati, Luca, et al.
Publicado: (2024)
GPT-PPG: A GPT-based Foundation Model for Photoplethysmography Signals
por: Chen, Zhaoliang, et al.
Publicado: (2025)
por: Chen, Zhaoliang, et al.
Publicado: (2025)
PG-LRF: Physiology-Guided Latent Rectified Flow for Electro-Hemodynamic PPG-to-ECG Generation
por: Wang, Xiaoda, et al.
Publicado: (2026)
por: Wang, Xiaoda, et al.
Publicado: (2026)
Beyond Single-Channel: Multichannel Signal Imaging for PPG-to-ECG Reconstruction with Vision Transformers
por: Li, Xiaoyan, et al.
Publicado: (2025)
por: Li, Xiaoyan, et al.
Publicado: (2025)
On Improving PPG-Based Sleep Staging: A Pilot Study
por: Wang, Jiawei, et al.
Publicado: (2025)
por: Wang, Jiawei, et al.
Publicado: (2025)
TAU: Modeling Temporal Consistency Through Temporal Attentive U-Net for PPG Peak Detection
por: Zuo, Chunsheng, et al.
Publicado: (2025)
por: Zuo, Chunsheng, et al.
Publicado: (2025)
Pulse-PPG: An Open-Source Field-Trained PPG Foundation Model for Wearable Applications Across Lab and Field Settings
por: Saha, Mithun, et al.
Publicado: (2025)
por: Saha, Mithun, et al.
Publicado: (2025)
PPGFlowECG: Latent Rectified Flow with Cross-Modal Encoding for PPG-Guided ECG Generation and Cardiovascular Disease Detection
por: Fang, Xiaocheng, et al.
Publicado: (2025)
por: Fang, Xiaocheng, et al.
Publicado: (2025)
Benchmarking and Enhancing PPG-Based Cuffless Blood Pressure Estimation Methods
por: Mathew, Neville, et al.
Publicado: (2026)
por: Mathew, Neville, et al.
Publicado: (2026)
Robust CNN-based Respiration Rate Estimation for Smartwatch PPG and IMU
por: Kazemi, Kianoosh, et al.
Publicado: (2024)
por: Kazemi, Kianoosh, et al.
Publicado: (2024)
Self-Supervised and Topological Signal-Quality Assessment for Any PPG Device
por: Shao, Wei, et al.
Publicado: (2025)
por: Shao, Wei, et al.
Publicado: (2025)
Deriving Health Metrics from the Photoplethysmogram: Benchmarks and Insights from MIMIC-III-Ext-PPG
por: Moulaeifard, Mohammad, et al.
Publicado: (2026)
por: Moulaeifard, Mohammad, et al.
Publicado: (2026)
Aortic Valve Disease Detection from PPG via Physiology-Informed Self-Supervised Learning
por: Wang, Jiaze, et al.
Publicado: (2026)
por: Wang, Jiaze, et al.
Publicado: (2026)
Generalizable Blood Pressure Estimation from Multi-Wavelength PPG Using Curriculum-Adversarial Learning
por: Liang, Zequan, et al.
Publicado: (2025)
por: Liang, Zequan, et al.
Publicado: (2025)
KID-PPG: Knowledge Informed Deep Learning for Extracting Heart Rate from a Smartwatch
por: Kechris, Christodoulos, et al.
Publicado: (2024)
por: Kechris, Christodoulos, et al.
Publicado: (2024)
Amplitude-Independent Machine Learning for PPG through Visibility Graphs and Transfer Learning
por: Miao, Yuyang, et al.
Publicado: (2023)
por: Miao, Yuyang, et al.
Publicado: (2023)
Real-Time Streamable Generative Speech Restoration with Flow Matching
por: Welker, Simon, et al.
Publicado: (2025)
por: Welker, Simon, et al.
Publicado: (2025)
Longitudinal Wrist PPG Analysis for Reliable Hypertension Risk Screening Using Deep Learning
por: Lin, Hui, et al.
Publicado: (2024)
por: Lin, Hui, et al.
Publicado: (2024)
Unfolding Target Detection with State Space Model
por: Yu, Luca Jiang-Tao, et al.
Publicado: (2024)
por: Yu, Luca Jiang-Tao, et al.
Publicado: (2024)
f-GAN: A frequency-domain-constrained generative adversarial network for PPG to ECG synthesis
por: Kong, Nathan C. L., et al.
Publicado: (2024)
por: Kong, Nathan C. L., et al.
Publicado: (2024)
Enhancing Generalization in PPG-Based Emotion Measurement with a CNN-TCN-LSTM Model
por: Alghoul, Karim, et al.
Publicado: (2025)
por: Alghoul, Karim, et al.
Publicado: (2025)
Null-Space Flow Matching for MIMO Channel Estimation in Latency-Constrained Systems
por: Zhao, Junjie, et al.
Publicado: (2026)
por: Zhao, Junjie, et al.
Publicado: (2026)
Compressing Sign Information in DCT-based Image Coding via Deep Sign Retrieval
por: Suzuki, Kei, et al.
Publicado: (2022)
por: Suzuki, Kei, et al.
Publicado: (2022)
TransfoRhythm: A Transformer Architecture Conductive to Blood Pressure Estimation via Solo PPG Signal Capturing
por: Arjomand, Amir, et al.
Publicado: (2024)
por: Arjomand, Amir, et al.
Publicado: (2024)
Riemannian Flow Matching for Brain Connectivity Matrices via Pullback Geometry
por: Collas, Antoine, et al.
Publicado: (2025)
por: Collas, Antoine, et al.
Publicado: (2025)
Quantizing Small-Scale State-Space Models for Edge AI
por: Zhao, Leo, et al.
Publicado: (2025)
por: Zhao, Leo, et al.
Publicado: (2025)
Bayesian Learning in a Nonlinear Multiscale State-Space Model
por: Vélez-Cruz, Nayely, et al.
Publicado: (2024)
por: Vélez-Cruz, Nayely, et al.
Publicado: (2024)
Binary Flow Matching: Prediction-Loss Space Alignment for Robust Learning
por: Hong, Jiadong, et al.
Publicado: (2026)
por: Hong, Jiadong, et al.
Publicado: (2026)
Real-Time Streaming Mel Vocoding with Generative Flow Matching
por: Welker, Simon, et al.
Publicado: (2025)
por: Welker, Simon, et al.
Publicado: (2025)
Rapid Adaptation of SpO2 Estimation to Wearable Devices via Transfer Learning on Low-Sampling-Rate PPG
por: Liang, Zequan, et al.
Publicado: (2025)
por: Liang, Zequan, et al.
Publicado: (2025)
Non-invasive Neural Decoding in Source Reconstructed Brain Space
por: Gideoni, Yonatan, et al.
Publicado: (2024)
por: Gideoni, Yonatan, et al.
Publicado: (2024)
Tomographic Foundation Model -- FORCE: Flow-Oriented Reconstruction Conditioning Engine
por: Xia, Wenjun, et al.
Publicado: (2025)
por: Xia, Wenjun, et al.
Publicado: (2025)
SleepPPG-Net2: Deep learning generalization for sleep staging from photoplethysmography
por: Attia, Shirel, et al.
Publicado: (2024)
por: Attia, Shirel, et al.
Publicado: (2024)
Hierarchical State Space Models for Continuous Sequence-to-Sequence Modeling
por: Bhirangi, Raunaq, et al.
Publicado: (2024)
por: Bhirangi, Raunaq, et al.
Publicado: (2024)
Machine Learning Assisted Postural Movement Recognition using Photoplethysmography(PPG)
por: Maccay, Robbie, et al.
Publicado: (2024)
por: Maccay, Robbie, et al.
Publicado: (2024)
EEGMamba: Bidirectional State Space Model with Mixture of Experts for EEG Multi-task Classification
por: Gui, Yiyu, et al.
Publicado: (2024)
por: Gui, Yiyu, et al.
Publicado: (2024)
Ejemplares similares
-
A Decomposition-based State Space Model for Multivariate Time-Series Forecasting
por: Nagashima, Shunya, et al.
Publicado: (2026) -
Neural Stochastic Processes for Satellite Precipitation Refinement
por: Nagashima, Shunya, et al.
Publicado: (2026) -
Condition-Invariant fMRI Decoding of Speech Intelligibility with Deep State Space Model
por: Sung, Ching-Chih, et al.
Publicado: (2025) -
CLEP-GAN: An Innovative Approach to Subject-Independent ECG Reconstruction from PPG Signals
por: Li, Xiaoyan, et al.
Publicado: (2025) -
EnhancePPG: Improving PPG-based Heart Rate Estimation with Self-Supervision and Augmentation
por: Benfenati, Luca, et al.
Publicado: (2024)