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For: Young AJ, Kuiken TA, Hargrove LJ. Analysis of using EMG and mechanical sensors to enhance intent recognition in powered lower limb prostheses. J Neural Eng 2014;11:056021. [PMID: 25242111 DOI: 10.1088/1741-2560/11/5/056021] [Citation(s) in RCA: 91] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Number Cited by Other Article(s)
1
Jarque-Bou NJ, Vergara M, Sancho-Bru JL. Does Exerting Grasps Involve a Finite Set of Muscle Patterns? A Study of Intra- and Intersubject Variability of Forearm sEMG Signals in Seven Grasp Types. IEEE Trans Neural Syst Rehabil Eng 2024;32:1505-1514. [PMID: 38551830 DOI: 10.1109/tnsre.2024.3383156] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/10/2024]
2
Trivedi U, Joshi AY. Advances in active knee brace technology: A review of gait analysis, actuation, and control applications. Heliyon 2024;10:e26060. [PMID: 38384524 PMCID: PMC10878936 DOI: 10.1016/j.heliyon.2024.e26060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Revised: 02/07/2024] [Accepted: 02/07/2024] [Indexed: 02/23/2024]  Open
3
Liu Y, Chen C, Wang Z, Tian Y, Wang S, Xiao Y, Yang F, Wu X. Continuous Locomotion Mode and Task Identification for an Assistive Exoskeleton Based on Neuromuscular-Mechanical Fusion. Bioengineering (Basel) 2024;11:150. [PMID: 38391636 PMCID: PMC10886133 DOI: 10.3390/bioengineering11020150] [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: 11/17/2023] [Revised: 01/15/2024] [Accepted: 01/18/2024] [Indexed: 02/24/2024]  Open
4
Barberi F, Anselmino E, Mazzoni A, Goldfarb M, Micera S. Toward the Development of User-Centered Neurointegrated Lower Limb Prostheses. IEEE Rev Biomed Eng 2024;17:212-228. [PMID: 37639425 DOI: 10.1109/rbme.2023.3309328] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/31/2023]
5
Yadav D, Veer K. Recent trends and challenges of surface electromyography in prosthetic applications. Biomed Eng Lett 2023;13:353-373. [PMID: 37519867 PMCID: PMC10382439 DOI: 10.1007/s13534-023-00281-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Revised: 04/11/2023] [Accepted: 04/13/2023] [Indexed: 08/01/2023]  Open
6
Ahkami B, Ahmed K, Thesleff A, Hargrove L, Ortiz-Catalan M. Electromyography-Based Control of Lower Limb Prostheses: A Systematic Review. IEEE TRANSACTIONS ON MEDICAL ROBOTICS AND BIONICS 2023;5:547-562. [PMID: 37655190 PMCID: PMC10470657 DOI: 10.1109/tmrb.2023.3282325] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/02/2023]
7
Keleş AD, Türksoy RT, Yucesoy CA. The use of nonnormalized surface EMG and feature inputs for LSTM-based powered ankle prosthesis control algorithm development. Front Neurosci 2023;17:1158280. [PMID: 37465585 PMCID: PMC10351874 DOI: 10.3389/fnins.2023.1158280] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Accepted: 06/14/2023] [Indexed: 07/20/2023]  Open
8
Rasheed F, Martin S, Tse KM. Design, Kinematics and Gait Analysis, of Prosthetic Knee Joints: A Systematic Review. Bioengineering (Basel) 2023;10:773. [PMID: 37508800 PMCID: PMC10376202 DOI: 10.3390/bioengineering10070773] [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: 05/25/2023] [Revised: 06/19/2023] [Accepted: 06/23/2023] [Indexed: 07/30/2023]  Open
9
Fang Y, Lu H, Liu H. Multi-modality deep forest for hand motion recognition via fusing sEMG and acceleration signals. INT J MACH LEARN CYB 2023;14:1119-1131. [PMID: 36339898 PMCID: PMC9628499 DOI: 10.1007/s13042-022-01687-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2022] [Accepted: 10/10/2022] [Indexed: 11/28/2022]
10
Murray R, Mendez J, Gabert L, Fey NP, Liu H, Lenzi T. Ambulation Mode Classification of Individuals with Transfemoral Amputation through A-Mode Sonomyography and Convolutional Neural Networks. SENSORS (BASEL, SWITZERLAND) 2022;22:9350. [PMID: 36502055 PMCID: PMC9736589 DOI: 10.3390/s22239350] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Revised: 11/24/2022] [Accepted: 11/29/2022] [Indexed: 06/17/2023]
11
Feng Y, Xue D, Ju L, Zhang W, Ding X. Small-Data-Driven Temporal Convolutional Capsule Network for Locomotion Mode Recognition of Robotic Prostheses. IEEE Trans Neural Syst Rehabil Eng 2022;30:2540-2548. [PMID: 36037450 DOI: 10.1109/tnsre.2022.3202658] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
12
Agonist-antagonist muscle strain in the residual limb preserves motor control and perception after amputation. COMMUNICATIONS MEDICINE 2022;2:97. [PMID: 35942078 PMCID: PMC9356003 DOI: 10.1038/s43856-022-00162-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2021] [Accepted: 07/22/2022] [Indexed: 12/04/2022]  Open
13
Pan L, Liu K, Li J. Effect of Subcutaneous Muscle Displacement of Flexor Carpi Radialis on Surface Electromyography. IEEE Trans Neural Syst Rehabil Eng 2022;30:1244-1251. [PMID: 35533166 DOI: 10.1109/tnsre.2022.3173406] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
14
Cimolato A, Driessen JJM, Mattos LS, De Momi E, Laffranchi M, De Michieli L. EMG-driven control in lower limb prostheses: a topic-based systematic review. J Neuroeng Rehabil 2022;19:43. [PMID: 35526003 PMCID: PMC9077893 DOI: 10.1186/s12984-022-01019-1] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Accepted: 04/13/2022] [Indexed: 11/10/2022]  Open
15
Huh SU. Optimization of immune receptor-related hypersensitive cell death response assay using agrobacterium-mediated transient expression in tobacco plants. PLANT METHODS 2022;18:57. [PMID: 35501866 PMCID: PMC9063123 DOI: 10.1186/s13007-022-00893-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/29/2022] [Accepted: 04/21/2022] [Indexed: 05/10/2023]
16
Kang I, Molinaro DD, Choi G, Camargo J, Young AJ. Subject-Independent Continuous Locomotion Mode Classification for Robotic Hip Exoskeleton Applications. IEEE Trans Biomed Eng 2022;69:3234-3242. [PMID: 35389859 DOI: 10.1109/tbme.2022.3165547] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
17
Rabe KG, Fey NP. Evaluating Electromyography and Sonomyography Sensor Fusion to Estimate Lower-Limb Kinematics Using Gaussian Process Regression. Front Robot AI 2022;9:716545. [PMID: 35386586 PMCID: PMC8977408 DOI: 10.3389/frobt.2022.716545] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Accepted: 02/17/2022] [Indexed: 01/23/2023]  Open
18
A Multimodal Sensory Apparatus for Robotic Prosthetic Feet Combining Optoelectronic Pressure Transducers and IMU. SENSORS 2022;22:s22051731. [PMID: 35270877 PMCID: PMC8914932 DOI: 10.3390/s22051731] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/29/2021] [Revised: 02/06/2022] [Accepted: 02/20/2022] [Indexed: 02/05/2023]
19
Liu J, Zhou X, He B, Li P, Wang C, Wu X. A Novel Method for Detecting Misclassifications of the Locomotion Mode in Lower-Limb Exoskeleton Robot Control. IEEE Robot Autom Lett 2022. [DOI: 10.1109/lra.2022.3185380] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
20
Rabe KG, Lenzi T, Fey NP. Performance of Sonomyographic and Electromyographic Sensing for Continuous Estimation of Joint Torque During Ambulation on Multiple Terrains. IEEE Trans Neural Syst Rehabil Eng 2021;29:2635-2644. [PMID: 34878978 DOI: 10.1109/tnsre.2021.3134189] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
21
Schulte RV, Prinsen EC, Hermens HJ, Buurke JH. Genetic Algorithm for Feature Selection in Lower Limb Pattern Recognition. Front Robot AI 2021;8:710806. [PMID: 34760930 PMCID: PMC8573095 DOI: 10.3389/frobt.2021.710806] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2021] [Accepted: 09/23/2021] [Indexed: 11/16/2022]  Open
22
Su B, Liu YX, Gutierrez-Farewik EM. Locomotion Mode Transition Prediction Based on Gait-Event Identification Using Wearable Sensors and Multilayer Perceptrons. SENSORS 2021;21:s21227473. [PMID: 34833549 PMCID: PMC8620781 DOI: 10.3390/s21227473] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/07/2021] [Revised: 11/04/2021] [Accepted: 11/06/2021] [Indexed: 11/16/2022]
23
Dupont PE, Nelson BJ, Goldfarb M, Hannaford B, Menciassi A, O'Malley MK, Simaan N, Valdastri P, Yang GZ. A decade retrospective of medical robotics research from 2010 to 2020. Sci Robot 2021;6:eabi8017. [PMID: 34757801 DOI: 10.1126/scirobotics.abi8017] [Citation(s) in RCA: 75] [Impact Index Per Article: 25.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
24
Yeon SH, Herr HM. Rejecting Impulse Artifacts from Surface EMG Signals using Real-time Cumulative Histogram Filtering. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2021;2021:6235-6241. [PMID: 34892539 DOI: 10.1109/embc46164.2021.9631052] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
25
Khan MA, Bayram BM, Das R, Puthusserypady S. Electromyography and Inertial Motion Sensors Based Wearable Data Acquisition System for Stroke Patients: A Pilot Study. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2021;2021:6953-6956. [PMID: 34892703 DOI: 10.1109/embc46164.2021.9630245] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
26
Eslamy M, Schilling AF. Estimation of knee and ankle angles during walking using thigh and shank angles. BIOINSPIRATION & BIOMIMETICS 2021;16:066012. [PMID: 34492652 DOI: 10.1088/1748-3190/ac245f] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/21/2021] [Accepted: 09/07/2021] [Indexed: 06/13/2023]
27
Zabre-Gonzalez EV, Riem L, Voglewede PA, Silver-Thorn B, Koehler-McNicholas SR, Beardsley SA. Continuous Myoelectric Prediction of Future Ankle Angle and Moment Across Ambulation Conditions and Their Transitions. Front Neurosci 2021;15:709422. [PMID: 34483828 PMCID: PMC8416349 DOI: 10.3389/fnins.2021.709422] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2021] [Accepted: 07/15/2021] [Indexed: 11/13/2022]  Open
28
Yeon SH, Shu T, Rogers EA, Song H, Hsieh TH, Freed LE, Herr HM. Flexible Dry Electrodes for EMG Acquisition within Lower Extremity Prosthetic Sockets. PROCEEDINGS OF THE ... IEEE/RAS-EMBS INTERNATIONAL CONFERENCE ON BIOMEDICAL ROBOTICS AND BIOMECHATRONICS. IEEE/RAS-EMBS INTERNATIONAL CONFERENCE ON BIOMEDICAL ROBOTICS AND BIOMECHATRONICS 2021;2020:1088-1095. [PMID: 34405057 DOI: 10.1109/biorob49111.2020.9224338] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
29
Taylor CR, Srinivasan SS, Yeon SH, O'Donnell MK, Roberts TJ, Herr HM. Magnetomicrometry. Sci Robot 2021;6:6/57/eabg0656. [PMID: 34408095 DOI: 10.1126/scirobotics.abg0656] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2020] [Accepted: 07/27/2021] [Indexed: 11/02/2022]
30
Yeon SH, Shu T, Song H, Hsieh TH, Qiao J, Rogers EA, Gutierrez-Arango S, Israel E, Freed LE, Herr HM. Acquisition of Surface EMG Using Flexible and Low-Profile Electrodes for Lower Extremity Neuroprosthetic Control. IEEE TRANSACTIONS ON MEDICAL ROBOTICS AND BIONICS 2021;3:563-572. [PMID: 34738079 PMCID: PMC8562690 DOI: 10.1109/tmrb.2021.3098952] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
31
Fleming A, Stafford N, Huang S, Hu X, Ferris DP, Huang H(H. Myoelectric control of robotic lower limb prostheses: a review of electromyography interfaces, control paradigms, challenges and future directions. J Neural Eng 2021;18:10.1088/1741-2552/ac1176. [PMID: 34229307 PMCID: PMC8694273 DOI: 10.1088/1741-2552/ac1176] [Citation(s) in RCA: 43] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Accepted: 07/06/2021] [Indexed: 11/16/2022]
32
SA-SVM-Based Locomotion Pattern Recognition for Exoskeleton Robot. APPLIED SCIENCES-BASEL 2021. [DOI: 10.3390/app11125573] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
33
Liu YX, Wang R, Gutierrez-Farewik EM. A Muscle Synergy-Inspired Method of Detecting Human Movement Intentions Based on Wearable Sensor Fusion. IEEE Trans Neural Syst Rehabil Eng 2021;29:1089-1098. [PMID: 34097615 DOI: 10.1109/tnsre.2021.3087135] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
34
Xu D, Wang Q. Noninvasive Human-Prosthesis Interfaces for Locomotion Intent Recognition: A Review. CYBORG AND BIONIC SYSTEMS 2021;2021:9863761. [PMID: 36285130 PMCID: PMC9494705 DOI: 10.34133/2021/9863761] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2020] [Accepted: 03/22/2021] [Indexed: 12/02/2022]  Open
35
Srisuwan B, Klute GK. Locomotor activities of individuals with lower-limb amputation. Prosthet Orthot Int 2021;45:191-197. [PMID: 33856151 PMCID: PMC8494105 DOI: 10.1097/pxr.0000000000000009] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/02/2019] [Accepted: 11/17/2020] [Indexed: 02/03/2023]
36
Processing of EMG Signals with High Impact of Power Line and Cardiac Interferences. APPLIED SCIENCES-BASEL 2021. [DOI: 10.3390/app11104625] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
37
Kazemimoghadam M, Fey NP. Continuous Classification of Locomotion in Response to Task Complexity and Anticipatory State. Front Bioeng Biotechnol 2021;9:628050. [PMID: 33968910 PMCID: PMC8100249 DOI: 10.3389/fbioe.2021.628050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2020] [Accepted: 02/26/2021] [Indexed: 11/28/2022]  Open
38
Ding Z, Yang C, Wang Z, Yin X, Jiang F. Online Adaptive Prediction of Human Motion Intention Based on sEMG. SENSORS 2021;21:s21082882. [PMID: 33924152 PMCID: PMC8074390 DOI: 10.3390/s21082882] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/21/2021] [Revised: 04/16/2021] [Accepted: 04/18/2021] [Indexed: 11/20/2022]
39
Lu Y, Wang H, Hu F, Zhou B, Xi H. Effective recognition of human lower limb jump locomotion phases based on multi-sensor information fusion and machine learning. Med Biol Eng Comput 2021;59:883-899. [PMID: 33745104 DOI: 10.1007/s11517-021-02335-9] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2020] [Accepted: 02/04/2021] [Indexed: 11/28/2022]
40
Camargo J, Flanagan W, Csomay-Shanklin N, Kanwar B, Young A. A Machine Learning Strategy for Locomotion Classification and Parameter Estimation Using Fusion of Wearable Sensors. IEEE Trans Biomed Eng 2021;68:1569-1578. [PMID: 33710951 DOI: 10.1109/tbme.2021.3065809] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
41
Lu Y, Wang H, Qi Y, Xi H. Evaluation of classification performance in human lower limb jump phases of signal correlation information and LSTM models. Biomed Signal Process Control 2021. [DOI: 10.1016/j.bspc.2020.102279] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
42
Labarrière F, Thomas E, Calistri L, Optasanu V, Gueugnon M, Ornetti P, Laroche D. Machine Learning Approaches for Activity Recognition and/or Activity Prediction in Locomotion Assistive Devices-A Systematic Review. SENSORS (BASEL, SWITZERLAND) 2020;20:E6345. [PMID: 33172158 PMCID: PMC7664393 DOI: 10.3390/s20216345] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/25/2020] [Revised: 10/22/2020] [Accepted: 11/04/2020] [Indexed: 01/16/2023]
43
Hobusch GM, Döring K, Brånemark R, Windhager R. Advanced techniques in amputation surgery and prosthetic technology in the lower extremity. EFORT Open Rev 2020;5:724-741. [PMID: 33204516 PMCID: PMC7608512 DOI: 10.1302/2058-5241.5.190070] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]  Open
44
Rabe KG, Jahanandish MH, Boehm JR, Majewicz Fey A, Hoyt K, Fey NP. Ultrasound Sensing Can Improve Continuous Classification of Discrete Ambulation Modes Compared to Surface Electromyography. IEEE Trans Biomed Eng 2020;68:1379-1388. [PMID: 33085612 DOI: 10.1109/tbme.2020.3032077] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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Xu D, Wang Q. On-board Training Strategy for IMU-Based Real-Time Locomotion Recognition of Transtibial Amputees With Robotic Prostheses. Front Neurorobot 2020;14:47. [PMID: 33192430 PMCID: PMC7642451 DOI: 10.3389/fnbot.2020.00047] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2019] [Accepted: 06/12/2020] [Indexed: 11/13/2022]  Open
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Wei Y, Cao Q, Hargrove L, Gu J. A Wearable Bio-signal Processing System with Ultra-low-power SoC and Collaborative Neural Network Classifier for Low Dimensional Data Communication. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2020;2020:4002-4007. [PMID: 33018877 DOI: 10.1109/embc44109.2020.9176647] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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Fang C, He B, Wang Y, Cao J, Gao S. EMG-Centered Multisensory Based Technologies for Pattern Recognition in Rehabilitation: State of the Art and Challenges. BIOSENSORS 2020;10:E85. [PMID: 32722542 PMCID: PMC7460307 DOI: 10.3390/bios10080085] [Citation(s) in RCA: 35] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/27/2020] [Revised: 07/20/2020] [Accepted: 07/22/2020] [Indexed: 01/18/2023]
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Rabe KG, Hassan Jahanandish M, Hoyt K, Fey NP. Use of Sonomyographic Sensing to Estimate Knee Angular Velocity During Varying Modes of Ambulation. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2020;2020:3799-3802. [PMID: 33018828 DOI: 10.1109/embc44109.2020.9176674] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
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Wang W, Zhang L, Liu J, Zhang B, Huang Q. A real-time walking pattern recognition method for soft knee power assist wear. INT J ADV ROBOT SYST 2020. [DOI: 10.1177/1729881420925291] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]  Open
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Stolyarov R, Carney M, Herr H. Accurate Heuristic Terrain Prediction in Powered Lower-Limb Prostheses Using Onboard Sensors. IEEE Trans Biomed Eng 2020;68:384-392. [PMID: 32406822 DOI: 10.1109/tbme.2020.2994152] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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