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Adaptive Deep Reinforcement Learning Model for Predicting Arrhythmia from Ecg Signal

https://doi.org/10.2139/ssrn.4069600
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19/19 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 19 checked references that resolve
resolves10.1002/clc.22667
Silent atrial fibrillation: epidemiology, diagnosis, and clinical impact
resolves10.1016/j.future.2018.03.057
A deep learning approach for ECG-based heartbeat classification for arrhythmia detection
resolves10.1016/j.compbiomed.2017.08.022
A deep convolutional neural network model to classify heartbeats
resolves10.1016/j.compbiomed.2018.05.013
A novel application of deep learning for single-lead ECG classification
resolves10.1016/j.procs.2017.11.238
Cardiac arrhythmia detection using deep learning
resolves10.1109/TBME.1985.325532
A Real-Time QRS Detection Algorithm
resolves10.1016/j.procs.2018.05.034
Automated detection of cardiac arrhythmia using deep learning techniques
resolves10.1016/j.compbiomed.2018.03.016
A novel wavelet sequence based on deep bidirectional LSTM network model for ECG signal classification
resolves10.3390/rs12101685
Classification of Arrhythmia by Using Deep Learning with 2-D ECG Spectral Image Representation
resolves10.1006/cbmr.1994.1006
Automatic Detection of Wave Boundaries in Multilead ECG Signals: Validation with the CSE Database
resolves10.1109/ICASSP.2019.8683140
Inter- and Intra- Patient ECG Heartbeat Classification for Arrhythmia Detection: A Sequence to Sequence Deep Learning Approach
resolves10.1016/j.compbiomed.2018.06.002
Automated diagnosis of arrhythmia using combination of CNN and LSTM techniques with variable length heart beats
resolves10.1016/j.compbiomed.2018.09.009
Arrhythmia detection using deep convolutional neural network with long duration ECG signals
resolves10.1016/j.cmpb.2019.05.004
A new approach for arrhythmia classification using deep coded features and LSTM networks
resolves10.1109/ACCESS.2018.2833841
Automated ECG Classification Using Dual Heartbeat Coupling Based on Convolutional Neural Network
resolves10.1613/jair.953
SMOTE: Synthetic Minority Over-sampling Technique
resolves10.3390/rs9111106
Detection of Informal Settlements from VHR Images Using Convolutional Neural Networks
resolves10.1109/TCYB.2020.2983860
Automatically Designing CNN Architectures Using the Genetic Algorithm for Image Classification
resolves10.1109/51.932724
The impact of the MIT-BIH Arrhythmia Database
The 9 references without a DOI — listed, not checked
no DOI — not checkedref1
no DOI — not checkedSilent Atrial Fibrillation: A Critical Review
no DOI — not checkedref10
no DOI — not checkedClassification of ECG signals based on 1D convolution neural network
no DOI — not checkedref21
no DOI — not checkedref24
no DOI — not checkedref26
no DOI — not checkedref27
no DOI — not checkedref28
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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