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For: Choi A, Kim TH, Yuhai O, Jeong S, Kim K, Kim H, Mun JH. Deep Learning-Based Near-Fall Detection Algorithm for Fall Risk Monitoring System Using a Single Inertial Measurement Unit. IEEE Trans Neural Syst Rehabil Eng 2022;30:2385-2394. [PMID: 35969550 DOI: 10.1109/tnsre.2022.3199068] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Number Cited by Other Article(s)
1
Yuhai O, Choi A, Cho Y, Kim H, Mun JH. Deep-Learning-Based Recovery of Missing Optical Marker Trajectories in 3D Motion Capture Systems. Bioengineering (Basel) 2024;11:560. [PMID: 38927796 PMCID: PMC11200691 DOI: 10.3390/bioengineering11060560] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2024] [Revised: 05/17/2024] [Accepted: 05/30/2024] [Indexed: 06/28/2024]  Open
2
Vuong TH, Doan T, Takasu A. Deep Wavelet Convolutional Neural Networks for Multimodal Human Activity Recognition Using Wearable Inertial Sensors. SENSORS (BASEL, SWITZERLAND) 2023;23:9721. [PMID: 38139567 PMCID: PMC10747357 DOI: 10.3390/s23249721] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Revised: 12/02/2023] [Accepted: 12/05/2023] [Indexed: 12/24/2023]
3
Hellmers S, Krey E, Gashi A, Koschate J, Schmidt L, Stuckenschneider T, Hein A, Zieschang T. Comparison of machine learning approaches for near-fall-detection with motion sensors. Front Digit Health 2023;5:1223845. [PMID: 37564882 PMCID: PMC10410450 DOI: 10.3389/fdgth.2023.1223845] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Accepted: 07/06/2023] [Indexed: 08/12/2023]  Open
4
Mohammad Z, Anwary AR, Mridha MF, Shovon MSH, Vassallo M. An Enhanced Ensemble Deep Neural Network Approach for Elderly Fall Detection System Based on Wearable Sensors. SENSORS (BASEL, SWITZERLAND) 2023;23:4774. [PMID: 37430686 DOI: 10.3390/s23104774] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Revised: 04/27/2023] [Accepted: 05/12/2023] [Indexed: 07/12/2023]
5
Jung S, de l’Escalopier N, Oudre L, Truong C, Dorveaux E, Gorintin L, Ricard D. A Machine Learning Pipeline for Gait Analysis in a Semi Free-Living Environment. SENSORS (BASEL, SWITZERLAND) 2023;23:4000. [PMID: 37112339 PMCID: PMC10145775 DOI: 10.3390/s23084000] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Revised: 04/03/2023] [Accepted: 04/13/2023] [Indexed: 06/19/2023]
6
Cardenas JD, Gutierrez CA, Aguilar-Ponce R. Deep Learning Multi-Class Approach for Human Fall Detection Based on Doppler Signatures. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023;20:1123. [PMID: 36673883 PMCID: PMC9858740 DOI: 10.3390/ijerph20021123] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Revised: 12/30/2022] [Accepted: 01/04/2023] [Indexed: 06/17/2023]
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