Multi-Modal Deep Learning Diagnosis of Parkinson’s Disease—A Systematic Review-Reference-Cited by-同舟云学术

Multi-Modal Deep Learning Diagnosis of Parkinson’s Disease—A Systematic Review

Published:2023 Issue: Volume:31 Page:2399-2423
ISSN:1534-4320
Container-title:IEEE Transactions on Neural Systems and Rehabilitation Engineering
language:
Short-container-title:IEEE Trans. Neural Syst. Rehabil. Eng.

Author:

Skaramagkas Vasileios¹^ORCID,Pentari Anastasia²,Kefalopoulou Zinovia³^ORCID,Tsiknakis Manolis¹^ORCID

Affiliation:

1. Department of Electrical and Computer Engineering, Biomedical Informatics and eHealth Laboratory, Hellenic Mediterranean University, Heraklion, Crete, Greece

2. Institute of Computer Science, Foundation for Research and Technology Hellas (FORTH), Heraklion, Crete, Greece

3. Department of Neurology, Patras University Hospital, Patras, Greece

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Biomedical Engineering,General Neuroscience,Internal Medicine,Rehabilitation

Link

http://xplorestaging.ieee.org/ielx7/7333/10031624/10129131.pdf?arnumber=10129131

Reference170 articles.

1. CNN-Based PD Hand Tremor Detection Using Inertial Sensors

2. Detecting Freezing of Gait in Parkinson's Disease Patient via Deep Residual Network

3. Automated video-based assessment of facial bradykinesia in de-novo Parkinson’s disease

4. Evaluation of recurrent neural network models for Parkinson’s disease classification using drawing data;shenoy;Proc 43rd Annu Int Conf IEEE Eng Med Biol Soc (EMBC),2021

5. Systematic Mapping Studies in Software Engineering

Cited by 12 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Enhancing early Parkinson’s disease detection through multimodal deep learning and explainable AI: insights from the PPMI database;Scientific Reports;2024-09-09

2. Parkinson's disease detection and stage classification: quantitative gait evaluation through variational mode decomposition and DCNN architecture;Connection Science;2024-08-09

3. Diagnosis of Parkinson's: A Novel Approach;International Journal of Advanced Research in Science, Communication and Technology;2024-08-08

4. Detection of Female Anopheles Mosquito-Infected Cells: Exploring CNN, ReLU, and Sigmoid Activation Methods;EAI Endorsed Transactions on Pervasive Health and Technology;2024-03-01

5. Automatic Diagnosis of Parkinson's Disease Based on Deep Learning Models and Multimodal Data;Advances in Medical Diagnosis, Treatment, and Care;2024-02-14