1,460
Views
7
CrossRef citations to date
0
Altmetric
Research Article

Classification of normal sinus rhythm, abnormal arrhythmia and congestive heart failure ECG signals using LSTM and hybrid CNN-SVM deep neural networks

&
Pages 203-214 | Received 15 Apr 2020, Accepted 05 Sep 2020, Published online: 21 Sep 2020

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (3)

Zihua Chen, Chuanli Wang, Huawei Jin, Jingzhao Li, Shunxiang Zhang & Qichun Ouyang. (2022) Hierarchical-fuzzy allocation and multi-parameter adjustment prediction for industrial loading optimisation. Connection Science 34:1, pages 687-708.
Read now
Arvind Kumar, Nishant Sinha, Arpit Bhardwaj & Shivani Goel. (2022) Clinical risk assessment of chronic kidney disease patients using genetic programming. Computer Methods in Biomechanics and Biomedical Engineering 25:8, pages 887-895.
Read now
Olga Shatalova, Sergey Filist, Nikolay Korenevskiy, Riad Taha Al-kasasbeh, Ashraf Shaqadan, Zeinab Protasova, Maksim Ilyash & Anatoly Rybochkin. (2021) Application of fuzzy neural network model and current-voltage analysis of biologically active points for prediction post-surgery risks. Computer Methods in Biomechanics and Biomedical Engineering 24:13, pages 1504-1516.
Read now

Articles from other publishers (4)

Jagdeep Rahul, Marpe Sora, Lakhan Dev Sharma & Vijay Kumar Bohat. (2021) An improved cardiac arrhythmia classification using an RR interval-based approach. Biocybernetics and Biomedical Engineering.
Crossref
Pooja Sharma, Shail Kumar Dinkar & D. V. Gupta. (2021) A novel hybrid deep learning method with cuckoo search algorithm for classification of arrhythmia disease using ECG signals. Neural Computing and Applications.
Crossref
Ahmet Çınar & Seda Arslan Tuncer. (2021) Classification of lymphocytes, monocytes, eosinophils, and neutrophils on white blood cells using hybrid Alexnet-GoogleNet-SVM. SN Applied Sciences 3:4.
Crossref
Rahele Kafieh, Roya Arian, Narges Saeedizadeh, Zahra Amini, Nasim Dadashi Serej, Shervin Minaee, Sunil Kumar Yadav, Atefeh Vaezi, Nima Rezaei & Shaghayegh Haghjooy Javanmard. (2021) COVID-19 in Iran: Forecasting Pandemic Using Deep Learning. Computational and Mathematical Methods in Medicine 2021, pages 1-16.
Crossref

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.