A Novel Algorithm for the Automatic Detection of Sleep Apnea From Single-Lead ECG

Author:

Varon Carolina,Caicedo Alexander,Testelmans Dries,Buyse Bertien,Van Huffel Sabine

Funder

Research Council KUL

CoE

Flemish Government: FWO

Integrated EEG-fMRI

Compressed Sensing

Tumor imaging

Deep brain stimulation

IWT

EEG-fMRI

iMinds Medical Information Technologies

ICON: NXT_Sleep

Belgian Federal Science Policy Office

DYSCO, “Dynamical systems, control and optimization,”

Belgian Foreign Affairs-Development Cooperation

VLIR UOS programs

European Research Council

European Union's Seventh Framework Program

BIOTENSORS

Other EU

RECAP

INTERREG IVB NWE program

EU MC ITN TRANSACT

ERASMUS EQR

Community service engineer

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Biomedical Engineering

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1. Avoiding Post-Processing With Event-Based Detection in Biomedical Signals;IEEE Transactions on Biomedical Engineering;2024-08

2. ECGAN-Assisted ResT-Net Based on Fuzziness for OSA Detection;IEEE Transactions on Biomedical Engineering;2024-08

3. MPCNN: A Novel Matrix Profile Approach for CNN-based Single Lead Sleep Apnea in Classification Problem;IEEE Journal of Biomedical and Health Informatics;2024-08

4. A robust deep learning system for screening of obstructive sleep apnea using T-F spectrum of ECG signals;Computer Methods in Biomechanics and Biomedical Engineering;2024-06-03

5. A sleep apnea detection method based on discrete wavelet transform and convolutional neural network;2024 3rd International Conference on Image Processing and Media Computing (ICIPMC);2024-05-17

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