医学 AI

Evaluating Mental Stress Among College Students Using Heart Rate and Hand Acceleration Data Collected from Wearable Sensors

Moein Razavi, Anthony McDonald, Ranjana Mehta, Farzan Sasangohar

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

3-Lead to 12-Lead ECG Reconstruction: A Novel AI-based Spatio-Temporal Method

Rahul LR, Albert Shaiju, Soumya Jana

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

Comments 6 pages, 4 figures, 2 Tables

Labour Monitoring in Pregnant Women Using Phonocardiography, Electrocardiography and Electromyography Technique

Anushka Tiwari

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

Comments masters thesis

Multiplierless In-filter Computing for tinyML Platforms

Abhishek Ramdas Nair, Pallab Kumar Nath, Shantanu Chakrabartty, Chetan Singh Thakur

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

CADM: Confusion Model-based Detection Method for Real-drift in Chunk Data Stream

Songqiao Hu, Zeyi Liu, Xiao He

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

Comments To be published in EAI S-CUBE 2022 - 13th EAI International Conference on Sensor Systems and Software

ASCNet-ECG: Deep Autoencoder based Attention aware Skip Connection network for ECG filtering

Raghavendra Badiger, M. Prabhakar

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

Journal ref International Journal of Engineering Trends and Technology Volume 71 Issue 2, 382-398, February 2023

DeScoD-ECG: Deep Score-Based Diffusion Model for ECG Baseline Wander and Noise Removal

Huayu Li, Gregory Ditzler, Janet Roveda, Ao Li

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

Cross-domain Joint Dictionary Learning for ECG Inference from PPG

Xin Tian, Qiang Zhu, Yuenan Li, Min Wu

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

A Dual-scale Lead-seperated Transformer With Lead-orthogonal Attention And Meta-information For Ecg Classification

Yang Li, Guijin Wang, Zhourui Xia, Wenming Yang, Li Sun

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

A Domain Generalization Approach for Out-Of-Distribution 12-lead ECG Classification with Convolutional Neural Networks

Aristotelis Ballas, Christos Diou

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

Comments This paper has been accepted at: IEEE BigDataService2022 (http://big-dataservice.net/)

Synthetic ECG Signal Generation Using Generative Neural Networks

Edmond Adib, Fatemeh Afghah, John J. Prevost

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

Seeing your sleep stage: cross-modal distillation from EEG to infrared video

Jianan Han, Shaoxing Zhang, Aidong Men, Yang Liu, Ziming Yao, Yan Yan, Qingchao Chen

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

Comments We have submitted this paper to an academic journal

Towards Personalized Healthcare in Cardiac Population: The Development of a Wearable ECG Monitoring System, an ECG Lossy Compression Schema, and a ResNet-Based AF Detector

Wei-Ying Yi, Peng-Fei Liu, Sheung-Lai Lo, Ya-Fen Chan, Yu Zhou, Yee Leung, Kam-Sang Woo, Alex Pui-Wai Lee, Jia-Min Chen, Kwong-Sak Leung

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

ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training

Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Xiaoli Li, Cuntai Guan

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

Comments Published in IEEE Transactions on Emerging Topics in Computational Intelligence

Arrhythmia Classifier using Binarized Convolutional Neural Network for Resource-Constrained Devices

Ao Wang, Wenxing Xu, Hanshi Sun, Ninghao Pu, Zijin Liu, Hao Liu

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

Comments IEEE-CISCE 2022

The hidden waves in the ECG uncovered: a sound automated interpretation method

Cristina Rueda, Yolanda Larriba, Adrián Lamela

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

MGait: Model-Based Gait Analysis Using Wearable Bend and Inertial Sensors

Sizhe An, Yigit Tuncel, Toygun Basaklar, Gokul Krishna Krishnakumar, Ganapati Bhat, Umit Ogras

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

Journal ref ACM Transactions on Internet of Things 3.1 (2021): 1-24. (Presented in ACM SenSys 2021)

Physical Activity Recognition by Utilising Smartphone Sensor Signals

Abdulrahman Alruban, Hind Alobaidi, Nathan Clarke' Fudong Li

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

Comments 10 pages, 10 figures, conference

RT-RCG: Neural Network and Accelerator Search Towards Effective and Real-time ECG Reconstruction from Intracardiac Electrograms

Yongan Zhang, Anton Banta, Yonggan Fu, Mathews M. John, Allison Post, Mehdi Razavi, Joseph Cavallaro, Behnaam Aazhang, Yingyan Lin

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

Comments JETC Special issue on Hardware-Aware Learning for Medical Applications (Waiting assignment to batch)

SIM-ECG: A Signal Importance Mask-driven ECGClassification System

Dharma KC, Chicheng Zhang, Chris Gniady, Parth Sandeep Agarwal, Sushil Sharma

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

Comments 9 pages

An Efficient Anomaly Detection Approach using Cube Sampling with Streaming Data

Seemandhar Jain, Prarthi Jain, Abhishek Srivastava

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

Comments 8 pages, 2 figures

Reduced-Lead ECG Classifier Model Trained with DivideMix and Model Ensemble

Hiroshi Seki, Takashi Nakano, Koshiro Ikeda, Shinji Hirooka, Takaaki Kawasaki, Mitsutomo Yamada, Shumpei Saito, Toshitaka Yamakawa, Shimpei Ogawa

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

Comments 4 pages, in Computing in Cardiology (CinC) 2021, PhysioNet/CinC Challenge 2021 submission

Denoising ECG by Adaptive Filter with Empirical Mode Decomposition

Bingze Dai, Wen Bai

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

Comments 5 pages,10 figures

Deep Canonical Correlation Alignment for Sensor Signals

Narayan Schütz, Angela Botros, Michael Single, Aileen C. Naef, Philipp Buluschek, Tobias Nef

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

Comments 18 pages, 7 figures

MetaSleepLearner: A Pilot Study on Fast Adaptation of Bio-signals-Based Sleep Stage Classifier to New Individual Subject Using Meta-Learning

Nannapas Banluesombatkul, Pichayoot Ouppaphan, Pitshaporn Leelaarporn, Payongkit Lakhan, Busarakum Chaitusaney, Nattapong Jaimchariyatam, Ekapol Chuangsuwanich, Wei Chen, Huy Phan, Nat Dilokthanakul, Theerawit Wilaiprasitporn

专题命中 健康监测 ：biomedical(comments,journal_ref)；分类 cs.LG、q-bio、eess.SP

Comments IEEE Journal of Biomedical and Health Informatics (Accepted) (source code is available at https://github.com/IoBT-VISTEC/MetaSleepLearner)

Journal ref IEEE Journal of Biomedical and Health Informatics (2020)

DeepFilter: an ECG baseline wander removal filter using deep learning techniques

Francisco Perdigon Romero, David Castro Piñol, Carlos Román Vázquez Seisdedos

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

Comments 12 pages, 5 figures, 3 tables

FENet: A Frequency Extraction Network for Obstructive Sleep Apnea Detection

Guanhua Ye, Hongzhi Yin, Tong Chen, Hongxu Chen, Lizhen Cui, Xiangliang Zhang

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

Comments To appear in JBHI

Differences in Perspective on Inertial Measurement Unit Sensor Integration in Myoelectric Control

Evan Campbell, Angkoon Phinyomark, Erik Scheme

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

Comments Submitted to 2020 MEC (Myoelectric Control) conference

Journal ref 2020: MEC20

Device for ECG prediction based on retinal vasculature analysis

Pranjal Rai, Sachin Jangir, Tanvir Singh Bal

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

Comments Embedded systems design project completed at IIT Delhi

Single Channel ECG for Obstructive Sleep Apnea Severity Detection using a Deep Learning Approach

Nannapas Banluesombatkul, Thanawin Rakthanmanon, Theerawit Wilaiprasitporn

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

Journal ref TENCON 2018 - 2018 IEEE Region 10 Conference