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1
Xiao X, Yin J, Xu J, Tat T, Chen J. Advances in Machine Learning for Wearable Sensors. ACS NANO 2024;18:22734-22751. [PMID: 39145724 DOI: 10.1021/acsnano.4c05851] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/16/2024]
2
Sassi M, Carnevale A, Mancuso M, Schena E, Pecchia L, Longo UG. Machine-learning models for shoulder rehabilitation exercises classification using a wearable system. Knee Surg Sports Traumatol Arthrosc 2024. [PMID: 39154254 DOI: 10.1002/ksa.12431] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/29/2024] [Revised: 07/26/2024] [Accepted: 07/27/2024] [Indexed: 08/19/2024]
3
Gaur P, Temple DS, Hegarty-Craver M, Boyce MD, Holt JR, Wenger MF, Preble EA, Eckhoff RP, McCombs MS, Davis-Wilson HC, Walls HJ, Dausch DE. Continuous Monitoring of Heart Rate Variability in Free-Living Conditions Using Wearable Sensors: Exploratory Observational Study. JMIR Form Res 2024;8:e53977. [PMID: 39110968 PMCID: PMC11339560 DOI: 10.2196/53977] [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: 10/27/2023] [Revised: 05/14/2024] [Accepted: 06/06/2024] [Indexed: 08/25/2024]  Open
4
Kannenberg A, Rupp R, Wurdeman SR, Frossard L. Editorial: Advances in technology-assisted rehabilitation. FRONTIERS IN REHABILITATION SCIENCES 2024;5:1465671. [PMID: 39165605 PMCID: PMC11334218 DOI: 10.3389/fresc.2024.1465671] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/16/2024] [Accepted: 07/22/2024] [Indexed: 08/22/2024]
5
Zhang J, Li Z, Liu Y, Li J, Qiu H, Li M, Hou G, Zhou Z. An Effective Deep Learning Framework for Fall Detection: Model Development and Study Design. J Med Internet Res 2024;26:e56750. [PMID: 39102676 PMCID: PMC11333863 DOI: 10.2196/56750] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Revised: 06/07/2024] [Accepted: 06/11/2024] [Indexed: 08/07/2024]  Open
6
Ferrara E. Large Language Models for Wearable Sensor-Based Human Activity Recognition, Health Monitoring, and Behavioral Modeling: A Survey of Early Trends, Datasets, and Challenges. SENSORS (BASEL, SWITZERLAND) 2024;24:5045. [PMID: 39124092 PMCID: PMC11314694 DOI: 10.3390/s24155045] [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: 07/10/2024] [Revised: 07/29/2024] [Accepted: 07/31/2024] [Indexed: 08/12/2024]
7
Liu S, Wu Y, Jiang L, Xie W, Davis B, Wang M, Zhang L, Liu Y, Xing S, Dickey MD, Bai W. Highly Stretchable, Tissue-like Ag Nanowire-Enhanced Ionogel Nanocomposites as an Ionogel-Based Wearable Sensor for Body Motion Monitoring. ACS APPLIED MATERIALS & INTERFACES 2024. [PMID: 39087831 DOI: 10.1021/acsami.4c10539] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/02/2024]
8
Khalil RM, Shulman LM, Gruber-Baldini AL, Shakya S, Fenderson R, Van Hoven M, Hausdorff JM, von Coelln R, Cummings MP. Simplification of Mobility Tests and Data Processing to Increase Applicability of Wearable Sensors as Diagnostic Tools for Parkinson's Disease. SENSORS (BASEL, SWITZERLAND) 2024;24:4983. [PMID: 39124030 PMCID: PMC11314738 DOI: 10.3390/s24154983] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/19/2024] [Revised: 07/21/2024] [Accepted: 07/29/2024] [Indexed: 08/12/2024]
9
Tibbitts DC, Stoyles SA, Mancini M, El-Gohary M, Horak FB, Dieckmann NF, Winters-Stone KM. The Use of Novel Instrumented Socks to Detect Changes in Daily Life Mobility During an Exercise Intervention in Prostate Cancer Survivors Treated with Androgen Deprivation Therapy. Semin Oncol Nurs 2024;40:151658. [PMID: 38902183 PMCID: PMC11344597 DOI: 10.1016/j.soncn.2024.151658] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2024] [Revised: 05/07/2024] [Accepted: 05/13/2024] [Indexed: 06/22/2024]
10
Chaudhari A, Lokesh R, Chheang V, Doshi SM, Barmaki RL, Cashaback JGA, Thostenson ET. Characterizing the Sensing Response of Carbon Nanocomposite-Based Wearable Sensors on Elbow Joint Using an End Point Robot and Virtual Reality. SENSORS (BASEL, SWITZERLAND) 2024;24:4894. [PMID: 39123940 PMCID: PMC11314941 DOI: 10.3390/s24154894] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/14/2024] [Revised: 07/25/2024] [Accepted: 07/26/2024] [Indexed: 08/12/2024]
11
Maas BR, Speelberg DHB, de Vries GJ, Valenti G, Ejupi A, Bloem BR, Darweesh SKL, de Vries NM. Patient Experience and Feasibility of a Remote Monitoring System in Parkinson's Disease. Mov Disord Clin Pract 2024. [PMID: 39056543 DOI: 10.1002/mdc3.14169] [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: 01/02/2024] [Revised: 05/27/2024] [Accepted: 07/05/2024] [Indexed: 07/28/2024]  Open
12
Lavric A, Beguni C, Zadobrischi E, Căilean AM, Avătămăniței SA. A Comprehensive Survey on Emerging Assistive Technologies for Visually Impaired Persons: Lighting the Path with Visible Light Communications and Artificial Intelligence Innovations. SENSORS (BASEL, SWITZERLAND) 2024;24:4834. [PMID: 39123881 PMCID: PMC11314945 DOI: 10.3390/s24154834] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/04/2024] [Revised: 07/01/2024] [Accepted: 07/23/2024] [Indexed: 08/12/2024]
13
Di Credico A, Perpetuini D, Izzicupo P, Gaggi G, Mammarella N, Di Domenico A, Palumbo R, La Malva P, Cardone D, Merla A, Ghinassi B, Di Baldassarre A. Predicting Sleep Quality through Biofeedback: A Machine Learning Approach Using Heart Rate Variability and Skin Temperature. Clocks Sleep 2024;6:322-337. [PMID: 39189190 PMCID: PMC11348184 DOI: 10.3390/clockssleep6030023] [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: 05/20/2024] [Revised: 07/17/2024] [Accepted: 07/19/2024] [Indexed: 08/28/2024]  Open
14
Rekant J, Ortmeyer H, Giffuni J, Friedman B, Addison O. Physical Functioning, Physical Activity, and Variability in Gait Performance during the Six-Minute Walk Test. SENSORS (BASEL, SWITZERLAND) 2024;24:4656. [PMID: 39066052 PMCID: PMC11280787 DOI: 10.3390/s24144656] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/25/2024] [Revised: 07/09/2024] [Accepted: 07/15/2024] [Indexed: 07/28/2024]
15
Goyal K, Shah D, Day SW. Day-to-Day Variability in Measurements of Respiration Using Bioimpedance from a Non-Standard Location. SENSORS (BASEL, SWITZERLAND) 2024;24:4612. [PMID: 39066010 PMCID: PMC11280867 DOI: 10.3390/s24144612] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/28/2024] [Revised: 07/09/2024] [Accepted: 07/12/2024] [Indexed: 07/28/2024]
16
D'Ascanio I, Giannini G, Baldelli L, Cani I, Giannoni A, Leogrande G, Lopane G, Calandra-Buonaura G, Cortelli P, Chiari L, Palmerini L. A method for the synchronization of inertial sensor signals and local field potentials from deep brain stimulation systems. Biomed Phys Eng Express 2024;10:057001. [PMID: 38959873 DOI: 10.1088/2057-1976/ad5e83] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2024] [Accepted: 07/03/2024] [Indexed: 07/05/2024]
17
Houghton R, Martinetti A, Majumdar A. A Framework for Selecting and Assessing Wearable Sensors Deployed in Safety Critical Scenarios. SENSORS (BASEL, SWITZERLAND) 2024;24:4589. [PMID: 39065986 PMCID: PMC11280513 DOI: 10.3390/s24144589] [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: 05/24/2024] [Revised: 07/05/2024] [Accepted: 07/08/2024] [Indexed: 07/28/2024]
18
Nicolau A, Mutch AL, Thickett SC. Applications of Functional Polymeric Eutectogels. Macromol Rapid Commun 2024:e2400405. [PMID: 39007171 DOI: 10.1002/marc.202400405] [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: 05/31/2024] [Revised: 06/24/2024] [Indexed: 07/16/2024]
19
Mueller W, Smith A, Kuijpers E, Pronk A, Loh M. Worker perspectives on improving occupational health and safety using wearable sensors: a cross-sectional survey. Ann Work Expo Health 2024:wxae057. [PMID: 39002148 DOI: 10.1093/annweh/wxae057] [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: 02/13/2024] [Accepted: 06/27/2024] [Indexed: 07/15/2024]  Open
20
Smith A, Azeem M, Odhiambo CO, Wright PJ, Diktas HE, Upton S, Martin CK, Froeliger B, Corbett CF, Valafar H. Toward Concurrent Identification of Human Activities with a Single Unifying Neural Network Classification: First Step. SENSORS (BASEL, SWITZERLAND) 2024;24:4542. [PMID: 39065939 PMCID: PMC11281158 DOI: 10.3390/s24144542] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/06/2024] [Revised: 07/01/2024] [Accepted: 07/04/2024] [Indexed: 07/28/2024]
21
Frasie A, Massé-Alarie H, Bielmann M, Gauthier N, Roudjane M, Pagé I, Gosselin B, Roy JS, Messaddeq Y, Bouyer LJ. Potential of a New, Flexible Electrode sEMG System in Detecting Electromyographic Activation in Low Back Muscles during Clinical Tests: A Pilot Study on Wearables for Pain Management. SENSORS (BASEL, SWITZERLAND) 2024;24:4510. [PMID: 39065908 PMCID: PMC11280768 DOI: 10.3390/s24144510] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/13/2024] [Revised: 06/30/2024] [Accepted: 07/09/2024] [Indexed: 07/28/2024]
22
Oyama G, Tsamis K, Konitsiotis S, Metman LV. Editorial: Remote monitoring technologies in neurodegenerative movement disorders. Front Neurol 2024;15:1421454. [PMID: 39055318 PMCID: PMC11269253 DOI: 10.3389/fneur.2024.1421454] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2024] [Accepted: 06/24/2024] [Indexed: 07/27/2024]  Open
23
Baronetto A, Graf L, Fischer S, Neurath MF, Amft O. Multiscale Bowel Sound Event Spotting in Highly Imbalanced Wearable Monitoring Data: Algorithm Development and Validation Study. JMIR AI 2024;3:e51118. [PMID: 38985504 PMCID: PMC11269970 DOI: 10.2196/51118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Revised: 03/29/2024] [Accepted: 04/24/2024] [Indexed: 07/11/2024]
24
Boboc RG, Butilă EV, Butnariu S. Leveraging Wearable Sensors in Virtual Reality Driving Simulators: A Review of Techniques and Applications. SENSORS (BASEL, SWITZERLAND) 2024;24:4417. [PMID: 39001197 PMCID: PMC11244598 DOI: 10.3390/s24134417] [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: 06/11/2024] [Revised: 07/02/2024] [Accepted: 07/05/2024] [Indexed: 07/16/2024]
25
Ahmed N, Numan MOA, Kabir R, Islam MR, Watanobe Y. A Robust Deep Feature Extraction Method for Human Activity Recognition Using a Wavelet Based Spectral Visualisation Technique. SENSORS (BASEL, SWITZERLAND) 2024;24:4343. [PMID: 39001122 PMCID: PMC11244405 DOI: 10.3390/s24134343] [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: 05/13/2024] [Revised: 06/24/2024] [Accepted: 06/28/2024] [Indexed: 07/16/2024]
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