186 articles found

Wearable sensor–derived gait signatures for Parkinson's disease: an exploratory diagnostic study integrating dimensionality reduction and machine learning

Hong G, Wen X, Gao J, Lin J, Zumulaiti S, Yang Y, Xiao X.

Frontiers in medicine · 2026-10-24

Digital health meets Parkinson’s disease: a bibliometric exploration of wearable sensors research and emerging frontiers (2005–2026)

Xiong L.

Frontiers in neuroinformatics · 2026-10-24

Wearable Electromyography and Inertial Sensor Phenotypes Across Clinical Subtypes of Parkinson's Disease.

Tu R, Xue L, Liu X, Qin K, Wang Z, Yang B, Liu C, Tao Y, Cai M, Xie A.

Neurol Ther · 2026-10-09

DOI: 10.1007/s40120-026-01054-3PMID: 42853528

Wearable sensor-derived gait signatures for Parkinson's disease: an exploratory diagnostic study integrating dimensionality reduction and machine learning.

Hong G, Wen X, Gao J, Lin J, Zumulaiti S, Yang Y, Xiao X.

Front Med (Lausanne) · 2026-10-08

DOI: 10.3389/fmed.2026.1939598PMID: 42923105

Digital health meets Parkinson's disease: a bibliometric exploration of wearable sensors research and emerging frontiers (2005-2026).

Xiong L.

Front Neuroinform · 2026-10-08

DOI: 10.3389/fninf.2026.1937585PMID: 42923510

Wearable Sensors in Gait Assessment for Parkinson Disease and Stroke in Real-World Environments: Systematic Review and Meta-Analysis.

Neumann S, Albites-Sanabria J, Naef AC, Luft AR, Chiari L, Easthope Awai C.

J Med Internet Res · 2026-09-25

DOI: 10.2196/93413PMID: 42788867

A Dual-Task Gait Fusion Framework for Classifying Parkinson's Disease Severity from Wearable Sensor Data.

Yu Y, Ye S, Xia Z, Luo H, Ma L.

Diagnostics (Basel) · 2026-07-29

DOI: 10.3390/diagnostics16152386PMID: 42587624

Context-agnostic machine learning for Parkinson's disease motor symptom detection using wearable sensors.

Giannakopoulou KM, Tsakanikas P, Roussaki I.

BMC Med Inform Decis Mak · 2026-07-17

DOI: 10.1186/s12911-026-03665-0PMID: 42469783

From Prototype to Clinical Workflow: Co-Developing a Wearable Hypomimia System for Parkinson's Disease.

Wiederhold AJ, Haidar L, Pötter-Nerger M, Gundler C.

Sensors (Basel) · 2026-07-14

DOI: 10.3390/s26144454PMID: 42515338

Detection of early-stage Parkinson's disease using wearable sensors at multiple body locations and convolutional neural networks.

Choi H, Youm C, Park H, Kim B, Hwang J, Cheon SM.

Sci Rep · 2026-07-10

DOI: 10.1038/s41598-026-61801-2PMID: 42432239

Intelligent differentiation between Parkinson's disease and essential tremor using wearable sensors and machine learning: a temporal validation study.

Xia W, Peng Y, Gao Z, Li L, He X, Yuan T, Pan L, Zhang Z.

BMC Med Inform Decis Mak · 2026-07-01

DOI: 10.1186/s12911-026-03650-7PMID: 42387488

Flexible and Self-Powered Wearable Sensors for Tremor Monitoring in Parkinson'S Disease: Recent Advances in Materials and Device Architectures.

Ukasi S, Hajra S, Kim HJ, Sriphan S, Pongampai S, Charoonsuk T, Vittayakorn N.

Adv Healthc Mater · 2026-06-26

DOI: 10.1002/adhm.71380PMID: 42359556