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Classification of ECG signals based on 1D convolution neural network

https://doi.org/10.1109/healthcom.2017.8210784
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16/16 checkable references clean · checked 2026-07-23

Every reference with a DOI in the deposited reference list resolved to a known work in Crossref or DataCite at the dated check, and none carried a retraction, withdrawal, or removal notice.

9 without a DOI — not checked. A reference deposited without a DOI is never matched by title or guessed at; it stays outside the checked set, and this line discloses that.

The 16 checked references that resolve
resolves10.1109/TBME.2012.2213253
Heartbeat Classification Using Morphological and Dynamic Features of ECG Signals
resolves10.1016/j.ins.2016.01.082
Deep learning approach for active classification of electrocardiogram signals
resolves10.1109/EMBC.2015.7318926
Convolutional Neural Networks for patient-specific ECG classification
resolves10.1016/j.bspc.2012.08.004
Cardiac decision making using higher order spectra
resolves10.1109/TBME.2012.2202662
An Automatic Patient-Adapted ECG Heartbeat Classifier Allowing Expert Assistance
resolves10.1016/j.atherosclerosis.2016.07.365
Cardiovascular disease research by using data from electronic health records
resolves10.1155/2014/178436
ECG Beats Classification Using Mixture of Features
resolves10.1007/BF02344702
Classification of cardiac abnormalities using heart rate signals
resolves10.1109/ICACEA.2015.7164783
Classification of ECG signals using machine learning techniques: A survey
resolves10.1016/j.procs.2015.12.045
ECG Image Classification in Real time based on the Haar-like Features and Artificial Neural Networks
resolves10.1016/j.procs.2016.08.258
Design of an Early Warning System for Patients with Cardiovascular Diseases Under Mobile Environment
resolves10.1109/TBME.2011.2171037
Weighted Conditional Random Fields for Supervised Interpatient Heartbeat Classification
resolves10.1109/ICITCS.2016.7740310
An Automated ECG Beat Classification System Using Convolutional Neural Networks
resolves10.1016/j.bspc.2016.10.005
DSP-based arrhythmia classification using wavelet transform and probabilistic neural network
resolves10.1109/TNN.2007.900239
Block-Based Neural Networks for Personalized ECG Signal Classification
resolves10.1007/s10439-010-0229-6
High Efficient System for Automatic Classification of the Electrocardiogram Beats
The 9 references without a DOI — listed, not checked
no DOI — not checkedHeartbeat classification system using adaptive learning from selected beats
no DOI — not checkedECG beat classification using PCA, LDA, ICA and Discrete Wavelet Transform. Biomedical Signal
no DOI — not checkedReturn of the Devil in the Details: Delving Deep into Convolutional Nets
no DOI — not checkedWavelet approach for ECG baseline wander correction and noise reduction
no DOI — not checkedref17
no DOI — not checkedref18
no DOI — not checkedref1
no DOI — not checkedSupport vector machine based heartbeat classification
no DOI — not checkedClassification of Cardiac Arrhythmias Based on Wavelet Transform and Neural Networks.
What this badge says. CiteStamped means the CHECKABLE references of this work were clean at the dated check: each resolved to a known work in a public registry, and none carried a retraction notice at that time. It says nothing about the quality, findings, or importance of the work itself, and nothing about references deposited without a DOI.

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