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Refinado por: Base de dados/Biblioteca: EBSCO_MEDLINE Complete（医学期刊全文数据库） remover assunto: Signal Processing remover
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Opportunities and challenges of deep learning methods for electrocardiogram data: A systematic review
Opportunities and challenges of deep learning methods for electrocardiogram data: A systematic review
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Opportunities and challenges of deep learning methods for electrocardiogram data: A systematic review

Hong, Shenda ; Zhou, Yuxi ; Shang, Junyuan ; Xiao, Cao ; Sun, Jimeng

Computers in biology and medicine, 2020-07, Vol.122, p.103801-103801, Article 103801 [Periódico revisado por pares]

United States: Elsevier Ltd

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2
Accurate detection of atrial fibrillation from 12-lead ECG using deep neural network
Accurate detection of atrial fibrillation from 12-lead ECG using deep neural network
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Accurate detection of atrial fibrillation from 12-lead ECG using deep neural network

Cai, Wenjuan ; Chen, Yundai ; Guo, Jun ; Han, Baoshi ; Shi, Yajun ; Ji, Lei ; Wang, Jinliang ; Zhang, Guanglei ; Luo, Jianwen

Computers in biology and medicine, 2020-01, Vol.116, p.103378-103378, Article 103378 [Periódico revisado por pares]

United States: Elsevier Ltd

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3
HAN-ECG: An interpretable atrial fibrillation detection model using hierarchical attention networks
HAN-ECG: An interpretable atrial fibrillation detection model using hierarchical attention networks
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HAN-ECG: An interpretable atrial fibrillation detection model using hierarchical attention networks

Mousavi, Sajad ; Afghah, Fatemeh ; Acharya, U. Rajendra

Computers in biology and medicine, 2020-12, Vol.127, p.104057-104057, Article 104057 [Periódico revisado por pares]

United States: Elsevier Ltd

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4
EEG Channel Correlation Based Model for Emotion Recognition
EEG Channel Correlation Based Model for Emotion Recognition
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EEG Channel Correlation Based Model for Emotion Recognition

Islam, Md. Rabiul ; Islam, Md. Milon ; Rahman, Md. Mustafizur ; Mondal, Chayan ; Singha, Suvojit Kumar ; Ahmad, Mohiuddin ; Awal, Abdul ; Islam, Md. Saiful ; Moni, Mohammad Ali

Computers in biology and medicine, 2021-09, Vol.136, p.104757-104757, Article 104757 [Periódico revisado por pares]

Oxford: Elsevier Ltd

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5
A transfer learning-based CNN and LSTM hybrid deep learning model to classify motor imagery EEG signals
A transfer learning-based CNN and LSTM hybrid deep learning model to classify motor imagery EEG signals
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A transfer learning-based CNN and LSTM hybrid deep learning model to classify motor imagery EEG signals

Khademi, Zahra ; Ebrahimi, Farideh ; Kordy, Hussain Montazery

Computers in biology and medicine, 2022-04, Vol.143, p.105288-105288, Article 105288 [Periódico revisado por pares]

United States: Elsevier Ltd

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6
A transformer-based deep neural network for arrhythmia detection using continuous ECG signals
A transformer-based deep neural network for arrhythmia detection using continuous ECG signals
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A transformer-based deep neural network for arrhythmia detection using continuous ECG signals

Hu, Rui ; Chen, Jie ; Zhou, Li

Computers in biology and medicine, 2022-05, Vol.144, p.105325-105325, Article 105325 [Periódico revisado por pares]

United States: Elsevier Ltd

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7
A novel wavelet sequence based on deep bidirectional LSTM network model for ECG signal classification
A novel wavelet sequence based on deep bidirectional LSTM network model for ECG signal classification
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A novel wavelet sequence based on deep bidirectional LSTM network model for ECG signal classification

Yildirim, Özal

Computers in biology and medicine, 2018-05, Vol.96, p.189-202 [Periódico revisado por pares]

United States: Elsevier Ltd

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8
A Long Short-Term Memory deep learning network for the prediction of epileptic seizures using EEG signals
A Long Short-Term Memory deep learning network for the prediction of epileptic seizures using EEG signals
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A Long Short-Term Memory deep learning network for the prediction of epileptic seizures using EEG signals

Tsiouris, Κostas Μ. ; Pezoulas, Vasileios C. ; Zervakis, Michalis ; Konitsiotis, Spiros ; Koutsouris, Dimitrios D. ; Fotiadis, Dimitrios I.

Computers in biology and medicine, 2018-08, Vol.99, p.24-37 [Periódico revisado por pares]

United States: Elsevier Ltd

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9
Lung sound classification using cepstral-based statistical features
Lung sound classification using cepstral-based statistical features
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Lung sound classification using cepstral-based statistical features

Sengupta, Nandini ; Sahidullah, Md ; Saha, Goutam

Computers in biology and medicine, 2016-08, Vol.75, p.118-129 [Periódico revisado por pares]

United States: Elsevier Ltd

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10
A study of time-frequency features for CNN-based automatic heart sound classification for pathology detection
A study of time-frequency features for CNN-based automatic heart sound classification for pathology detection
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A study of time-frequency features for CNN-based automatic heart sound classification for pathology detection

Bozkurt, Baris ; Germanakis, Ioannis ; Stylianou, Yannis

Computers in biology and medicine, 2018-09, Vol.100, p.132-143 [Periódico revisado por pares]

United States: Elsevier Ltd

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