Graf S, Meyrand P, Herry C, Bem T, Tsai F
Sci Rep. 2025; 15(1):7647.
PMID: 40038376
PMC: 11880523.
DOI: 10.1038/s41598-025-90380-x.
Yu Y, Zhou Z, Song C, Zhang J
Biomed Eng Lett. 2025; 15(2):415-426.
PMID: 40026881
PMC: 11871270.
DOI: 10.1007/s13534-025-00457-9.
Bahrami R, Fotouhi A
Cardiovasc Eng Technol. 2025; .
PMID: 40011388
DOI: 10.1007/s13239-025-00777-y.
Kirkbas A, Kizilkaya A
Sensors (Basel). 2025; 25(4).
PMID: 40006448
PMC: 11860794.
DOI: 10.3390/s25041220.
Saha Tchinda B, Tchiotsop D
Phys Eng Sci Med. 2025; .
PMID: 39998757
DOI: 10.1007/s13246-025-01525-1.
Transformer-based heart language model with electrocardiogram annotations.
Tudjarski S, Gusev M, Kanoulas E
Sci Rep. 2025; 15(1):5522.
PMID: 39952964
PMC: 11828990.
DOI: 10.1038/s41598-024-84270-x.
Repeated heart rate variability monitoring after myocardial infraction - Cohort profile of the MI-ECG study.
Pukkila T, Rankinen J, Lyytikainen L, Oksala N, Nikus K, Rasanen E
Int J Cardiol Heart Vasc. 2025; 57:101619.
PMID: 39925772
PMC: 11802373.
DOI: 10.1016/j.ijcha.2025.101619.
ECG heartbeat classification using progressive moving average transform.
Mokhtari R, Brahim Belhouari S, Kassoul K, Hocini A
Sci Rep. 2025; 15(1):4285.
PMID: 39905071
PMC: 11794562.
DOI: 10.1038/s41598-025-88119-9.
Cardioattentionnet: advancing ECG beat characterization with a high-accuracy and portable deep learning model.
He Y, Zhou Y, Qian Y, Liu J, Zhang J, Liu D
Front Cardiovasc Med. 2025; 11():1473482.
PMID: 39834732
PMC: 11744002.
DOI: 10.3389/fcvm.2024.1473482.
DHCT-GAN: Improving EEG Signal Quality with a Dual-Branch Hybrid CNN-Transformer Network.
Cai Y, Meng Z, Huang D
Sensors (Basel). 2025; 25(1.
PMID: 39797022
PMC: 11723461.
DOI: 10.3390/s25010231.
A Survey of Deep Anomaly Detection in Multivariate Time Series: Taxonomy, Applications, and Directions.
Wang F, Jiang Y, Zhang R, Wei A, Xie J, Pang X
Sensors (Basel). 2025; 25(1.
PMID: 39796981
PMC: 11723367.
DOI: 10.3390/s25010190.
The Venus score for the assessment of the quality and trustworthiness of biomedical datasets.
Chicco D, Fabris A, Jurman G
BioData Min. 2025; 18(1):1.
PMID: 39780220
PMC: 11716409.
DOI: 10.1186/s13040-024-00412-x.
Data analysis protocol for early autonomic dysfunction characterization after severe traumatic brain injury.
Dong K, Krishnamoorthy V, Vavilala M, Miller J, Minic Z, Ohnuma T
Front Neurol. 2025; 15():1484986.
PMID: 39777307
PMC: 11704490.
DOI: 10.3389/fneur.2024.1484986.
Accurate Arrhythmia Classification with Multi-Branch, Multi-Head Attention Temporal Convolutional Networks.
Bi S, Lu R, Xu Q, Zhang P
Sensors (Basel). 2025; 24(24.
PMID: 39771858
PMC: 11679161.
DOI: 10.3390/s24248124.
Arrhythmia Detection by Data Fusion of ECG Scalograms and Phasograms.
Scarpiniti M
Sensors (Basel). 2025; 24(24.
PMID: 39771779
PMC: 11679398.
DOI: 10.3390/s24248043.
Research on a Lightweight Arrhythmia Classification Model Based on Knowledge Distillation for Wearable Single-Lead ECG Monitoring Systems.
An X, Shi S, Wang Q, Yu Y, Liu Q
Sensors (Basel). 2025; 24(24.
PMID: 39771635
PMC: 11679805.
DOI: 10.3390/s24247896.
Deep learning based bio-metric authentication system using a high temporal/frequency resolution transform.
Maleki Lonbar S, Beigi A, Bagheri N, Peris-Lopez P, Camara C
Front Digit Health. 2025; 6:1463713.
PMID: 39741738
PMC: 11685233.
DOI: 10.3389/fdgth.2024.1463713.
The discrete empirical interpolation method in class identification and data summarization.
Lyons E
Wiley Interdiscip Rev Comput Stat. 2025; 16(3).
PMID: 39741561
PMC: 11684755.
DOI: 10.1002/wics.1653.
Synchronized stepwise control of firing and learning thresholds in a spiking randomly connected neural network toward hardware implementation.
Nomura K, Nishi Y
Front Neurosci. 2024; 18:1402646.
PMID: 39605789
PMC: 11599226.
DOI: 10.3389/fnins.2024.1402646.
A Multi-Class ECG Signal Classifier Using a Binarized Depthwise Separable CNN with the Merged Convolution-Pooling Method.
Zhang R, Zhou R, Zhong Z, Qi H, Wang Y
Sensors (Basel). 2024; 24(22).
PMID: 39598983
PMC: 11598813.
DOI: 10.3390/s24227207.
