Generalizable deep learning for photoplethysmography-based blood pressure estimation -- A Benchmarking Study

Generalizable deep learning for photoplethysmography-based blood pressure estimation -- A Benchmarking Study

26 February 2025

Mohammad Moulaeifard

Peter H. Charlton

Nils Strodthoff

Papers citing "Generalizable deep learning for photoplethysmography-based blood pressure estimation -- A Benchmarking Study"

9 / 9 papers shown

Title
Machine-learning for photoplethysmography analysis: Benchmarking feature, image, and signal-based approaches Mohammad Moulaeifard Loic Coquelin Mantas Rinkevičius Andrius Sološenko Oskar Pfeffer ... Vaidotas Marozas Andrew Thompson Philip Aston Peter H. Charlton Nils Strodthoff OOD 115 0 0 27 Feb 2025
PaPaGei: Open Foundation Models for Optical Physiological Signals Arvind Pillai Dimitris Spathis F. Kawsar Mohammad Malekzadeh VLM 65 7 0 27 Oct 2024
S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models Tiezhi Wang Nils Strodthoff 64 5 0 10 Oct 2023
Towards quantitative precision for ECG analysis: Leveraging state space models, self-supervision and patient metadata Temesgen Mehari Nils Strodthoff 38 17 0 29 Aug 2023
In-Distribution and Out-of-Distribution Self-supervised ECG Representation Learning for Arrhythmia Detection S. Soltanieh J. Hashemi Ali Etemad 48 11 0 13 Apr 2023
Towards a Theoretical Framework of Out-of-Distribution Generalization Haotian Ye Chuanlong Xie Tianle Cai Ruichen Li Zhenguo Li Liwei Wang OODD OOD 80 108 0 08 Jun 2021
Improved OOD Generalization via Adversarial Training and Pre-training Mingyang Yi Lu Hou Jiacheng Sun Lifeng Shang Xin Jiang Qun Liu Zhi-Ming Ma VLM 55 83 0 24 May 2021
Cyclical Learning Rates for Training Neural Networks L. Smith ODL 143 2,515 0 03 Jun 2015
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 361 43,511 0 17 Sep 2014