Early Diagnosis of Neurodegenerative Diseases Using CNN-LSTM and Wavelet Transform-Reference-Cited by-同舟云学术

Early Diagnosis of Neurodegenerative Diseases Using CNN-LSTM and Wavelet Transform

Published:2023-02-13 Issue:1 Volume:7 Page:104-124
ISSN:2509-4971
Container-title:Journal of Healthcare Informatics Research
language:en
Short-container-title:J Healthc Inform Res

Author:

Amooei Elmira,Sharifi Arash^ORCID,Manthouri Mohammad

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence,Computer Science Applications,Health Informatics,Information Systems

Link

https://link.springer.com/content/pdf/10.1007/s41666-023-00130-9.pdf

Reference21 articles.

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3. Hausdorff JM, Mitchell SL, Firtion R, Peng CK, Cudkowicz ME, Wei JY, Goldberger AL. (1985) Altered fractal dynamics of gait: reduced stride-interval correlations with aging and Huntington’s disease. J Appl Physiol. https://doi.org/10.1152/jappl.1997.82.1.262

4. Zhao A, Qi L, Dong J, Yu H. (2018) Dual channel LSTM based multi-feature extraction in gait for diagnosis of neurodegenerative diseases. Knowledge-Based Systems. https://doi.org/10.1016/j.knosys.2018.01.004

5. Goldberger AL, Amaral LA, Glass L, Hausdorff JM, Ivanov PC, Mark RG, Mietus JE, Moody GB, Peng CK, Stanley HE. (2000) PhysioBank, PhysioToolkit, and PhysioNet: components of a new research resource for complex physiologic signals. Circulation. https://doi.org/10.1161/01.cir.101.23.e215

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