医学 AI

Unobtrusive Reflectance Photoplethysmography for Detecting and Severity Grading of Sleep Apnea via Oxygen Desaturation Index

Karen Adam, Clémentine Aguet, Patrick Theurillat, Florent Baty, Maximilian Boesch, Damien Ferrario, Mathieu Lemay, Martin Brutsche, Fabian Braun

专题命中 健康监测 ：diagnosis(abstract)；分类 eess.SP

Comments Accepted to BMT2025

Detection of Sleep Apnea-Hypopnea Events Using Millimeter-wave Radar and Pulse Oximeter

Wei Wang, Chenyang Li, Zhaoxi Chen, Wenyu Zhang, Zetao Wang, Xi Guo, Jian Guan, Gang Li

专题命中 健康监测 ：diagnosis(abstract)；分类 eess.SP

Time-Series Analysis on Edge-AI Hardware for Healthcare Monitoring

Jinhai Hu

专题命中 健康监测 ：biomedical(abstract)；分类 eess.SP

Comments 38 pages, 20 figures, Progress report for qualification cum PhD confirmation exercise

Dense Neural Network Based Arrhythmia Classification on Low-cost and Low-compute Micro-controller

Md Abu Obaida Zishan, H M Shihab, Sabik Sadman Islam, Maliha Alam Riya, Gazi Mashrur Rahman, Jannatun Noor

专题命中 健康监测 ：diagnosis(abstract)；分类 cs.LG

Journal ref Expert Systems with Applications, Volume 239, 2024, 122560, Expert Systems with Applications, Volume 239, Year 2024, Page no. 122560

Using Test-Time Data Augmentation for Cross-Domain Atrial Fibrillation Detection from ECG Signals

Majid Soleimani, Maedeh H. Toosi, Siamak Mohammadi, Babak Hossein Khalaj

专题命中 健康监测 ：diagnosis(abstract)；分类 eess.SP

Cross-Modality Investigation on WESAD Stress Classification

Eric Oliver, Sagnik Dakshit

专题命中 健康监测 ：diagnosis(abstract)；分类 cs.LG

Reading Your Heart: Learning ECG Words and Sentences via Pre-training ECG Language Model

Jiarui Jin, Haoyu Wang, Hongyan Li, Jun Li, Jiahui Pan, Shenda Hong

专题命中 健康监测 ：diagnosis(abstract)；分类 cs.LG

Comments 21 pages, 8 figures, accepted by International Conference on Learning Representations 2025

A Review on Multisensor Data Fusion for Wearable Health Monitoring

Arlene John, Barry Cardiff, Deepu John

专题命中 健康监测 ：biomedical(abstract)；分类 eess.SP

mmWave Radar for Sit-to-Stand Analysis: A Comparative Study with Wearables and Kinect

Shuting Hu, Peggy Ackun, Xiang Zhang, Siyang Cao, Jennifer Barton, Melvin G. Hector, Mindy J. Fain, Nima Toosizadeh

专题命中 健康监测 ：biomedical(abstract)；分类 eess.SP

Advancements in Myocardial Infarction Detection and Classification Using Wearable Devices: A Comprehensive Review

Abhijith S, Arjun Rajesh, Mansi Manoj, Sandra Davis Kollannur, Sujitta R, Jerrin Thomas Panachakel

专题命中 健康监测 ：diagnosis(abstract)；分类 cs.LG

Data-driven Framework for Forward and Inverse Problems in Guided Waves-Based Structural Health Monitoring Under Varying Environmental and Operating Conditions

Yiming Fan, Fotis Kopsaftopoulos

专题命中 健康监测 ：diagnosis(abstract)；分类 eess.SP

Pixel super-resolved lensless on-chip sensor with scattering multiplexing

Xuyang Chang, Shaowei Jiang, Yongcun Hu, Liheng Bian

专题命中 健康监测 ：biomedical(abstract)；分类 eess.IV

Efficient Energy Harvesting in Wireless Sensor Networks of Smart Grid

Uthman Baroudi, Ahmad Shawahna, Md. Enamul Haque

专题命中 健康监测 ：diagnosis(abstract)；分类 eess.SP

Comments 5 pages, 9 figures

Vibration Sensor Dataset for Estimating Fan Coil Motor Health

Heitor Lifsitch, Gabriel Rocha, Hendrio Bragança, Cláudio Filho, Leandro Okimoto, Allan Amorin, Fábio Cardoso

专题命中 健康监测 ：diagnosis(abstract)；分类 eess.SP

Journal ref Data in Brief (2024): 110866

A State-of-the-Art Review of Computational Models for Analyzing Longitudinal Wearable Sensor Data in Healthcare

Paula Lago

专题命中 健康监测 ：biomedical(abstract)；分类 cs.LG

ECG Arrhythmia Detection Using Disease-specific Attention-based Deep Learning Model

Linpeng Jin

专题命中 健康监测 ：diagnosis(abstract)；分类 cs.LG

Comments 11 pages, 5 figures

Validation of a new, minimally-invasive, software smartphone device to predict sleep apnea and its severity: transversal study

Justine Frija, Juliette Millet, Emilie Bequignon, Ala Covali, Guillaume Cathelain, Josselin Houenou, Helene Benzaquen, Pierre Alexis Geoffroy, Emmanuel Bacry, Mathieu Grajoszex, Marie-Pia d Ortho

专题命中 健康监测 ：diagnosis(abstract)；分类 eess.SP

Comments 21 pages, 6 figures

ECGMamba: Towards Efficient ECG Classification with BiSSM

Yupeng Qiang, Xunde Dong, Xiuling Liu, Yang Yang, Yihai Fang, Jianhong Dou

专题命中 健康监测 ：diagnosis(abstract)；分类 cs.LG

Comments 6 pages, 2 figures. arXiv admin note: text overlap with arXiv:2404.17858 by other authors

PPG-to-ECG Signal Translation for Continuous Atrial Fibrillation Detection via Attention-based Deep State-Space Modeling

Khuong Vo, Mostafa El-Khamy, Yoojin Choi

专题命中 健康监测 ：diagnosis(abstract)；分类 cs.LG

Comments Accepted to 46th IEEE EMBC

Multi-Task Learning for Arousal and Sleep Stage Detection Using Fully Convolutional Networks

Hasan Zan, Abdulnasir Yildiz

专题命中 健康监测 ：diagnosis(abstract)；分类 eess.SP

Journal ref Journal of Neural Engineering, vol. 20, p. 056034, 2023

Inferring ECG from PPG for Continuous Cardiac Monitoring Using Lightweight Neural Network

Yuenan Li, Xin Tian, Qiang Zhu, Min Wu

专题命中 健康监测 ：diagnosis(abstract)；分类 eess.SP

A new framework of sensor selection for developing a fault detection system based on data-envelopment analysis

Amir Eshaghi Chaleshtori, Abdollah Aghaie

专题命中 健康监测 ：diagnosis(abstract)；分类 eess.SP

Multi-View Conformal Learning for Heterogeneous Sensor Fusion

Enrique Garcia-Ceja

专题命中 健康监测 ：diagnosis(abstract)；分类 cs.LG

Metal Oxide-based Gas Sensor Array for the VOCs Analysis in Complex Mixtures using Machine Learning

Shivam Singh, Sajana S, Poornima, Gajje Sreelekha, Chandranath Adak, Rajendra P. Shukla, Vinayak Kamble

专题命中 健康监测 ：diagnosis(abstract)；分类 cs.LG

Application of federated learning techniques for arrhythmia classification using 12-lead ECG signals

Daniel Mauricio Jimenez Gutierrez, Hafiz Muuhammad Hassan, Lorella Landi, Andrea Vitaletti, Ioannis Chatzigiannakis

专题命中 健康监测 ：diagnosis(abstract)；分类 cs.LG

Comments Preprint of International Symposium on Algorithmic Aspects of Cloud Computing (ALGOCLOUD) 2023

Wearable Coaxially-shielded Metamaterial for Magnetic Resonance Imaging

Xia Zhu, Ke Wu, Stephan W. Anderson, Xin Zhang

专题命中 健康监测 ：MRI(abstract)；分类 eess.IV

STREAMLINE: An Automated Machine Learning Pipeline for Biomedicine Applied to Examine the Utility of Photography-Based Phenotypes for OSA Prediction Across International Sleep Centers

Ryan J. Urbanowicz, Harsh Bandhey, Brendan T. Keenan, Greg Maislin, Sy Hwang, Danielle L. Mowery, Shannon M. Lynch, Diego R. Mazzotti, Fang Han, Qing Yun Li, Thomas Penzel, Sergio Tufik, Lia Bittencourt, Thorarinn Gislason, Philip de Chazal, Bhajan Singh, Nigel McArdle, Ning-Hung Chen, Allan Pack, Richard J. Schwab, Peter A. Cistulli, Ulysses J. Magalang

专题命中 健康监测 ：biomedical(abstract)；分类 cs.LG

Comments 23 pages, 7 figures, 1 table, 1 supplemental information document (77 pages), and 7 ancillary files

Noncontact Detection of Sleep Apnea Using Radar and Expectation-Maximization Algorithm

Takato Koda, Shigeaki Okumura, Hirofumi Taki, Satoshi Hamada, Hironobu Sunadome, Susumu Sato, Kazuo Chin, Takuya Sakamoto

专题命中 健康监测 ：diagnosis(abstract)；分类 eess.SP

Comments 8 pages, 12 figures, 3 tables. This work is going to be submitted to the IEEE for possible publication

Cloud-Connected Wireless Holter Monitor Machine with Neural Networks Based ECG Analysis for Remote Health Monitoring

Azlaan Ranjha, Laiba Jabbar, Osaid Ahmed

专题命中 健康监测 ：diagnosis(abstract)；分类 eess.SP

ECG-SL: Electrocardiogram(ECG) Segment Learning, a deep learning method for ECG signal

Han Yu, Huiyuan Yang, Akane Sano

专题命中 健康监测 ：diagnosis(abstract)；分类 cs.LG