Enhancing long-term adherence in elderly stroke rehabilitation through a digital health approach based on multimodal feedback and personalized intervention DOI Creative Commons
Xintong Wen, Yuxuan Li, Qi Zhang

и другие.

Scientific Reports, Год журнала: 2025, Номер 15(1)

Опубликована: Апрель 23, 2025

Multimodal digital health technologies aim to improve long-term adherence in stroke patients through personalized feedback and psychological monitoring. However, the interactive effects of physiological factors on rehabilitation remain unclear. This study evaluates feedback, factors, their independent synergistic optimize elderly patients. was designed as a longitudinal study, with data collected from 180 participants across two central hospitals between March September 2024. A linear mixed model (LMM) used analyze impact monitoring, mechanisms patient adherence. Data were gathered structured questionnaires, resulting final sample size 540 points. The time effect has significant positive compliance. plan completion rate (A1) increases by 1.25 (t = 34.25) 2.28 units 62.56) mid-term follow-up (T2) (T3) respectively; self-reported compliance score (A2) 1.12 31.39) 2.3 points 64.27) at T2 T3 specific activities (A3) 1.37 50.34) 2.34 86.26); number interruptions (A4) decreases 0.89 -17.31) 2.11 times -41.17) respectively. In high-quality (D2) significantly promotes (β 0.0318, t 2.08), while excessively frequent (D1) showes negative (β=-0.0914, t=-1.93 ). terms emotion (C3) 0.1572, 2.695), depressed (C1) reduces interruption behavior (β=-0.0885). interaction is not significant, indicating that influence relatively independent. demonstrates support, are essential for enhancing High-quality, relevant improves adherence, ineffective may have adverse effects. Positive emotions within promote whereas depressive hinder recovery, underscoring importance support. Although lack effects, influences merit attention optimization interventions.

Язык: Английский

Human‐Centric, Three Dimensional Micro Light‐Emitting Diodes for Cosmetic and Medical Phototherapy DOI Creative Commons

Ki Yun Nam,

Min Seo Kim,

Jaehun An

и другие.

Advanced Science, Год журнала: 2025, Номер unknown

Опубликована: Фев. 17, 2025

Abstract Phototherapy based on micro light‐emitting diodes (µLEDs) has gained enormous attention in the medical field as a patient‐friendly therapeutic method due to its advantages of minimal invasiveness, fewer side effects, and versatile device form factors with high stability biological environment. Effective cosmetic phototherapy depends deep light penetration, precise irradiation, simultaneous multi‐site stimulation, facilitated by three‐dimensional (3D) optoelectronics specifically designed for complex human matters, defined here 3D µLEDs. This perspective article aims present functionalities strategies µLEDs human‐centric phototherapy. study investigates effectiveness enabled three key such shape morphing, self‐adaptation, multilayered spatiotemporal mapping Finally, this provides future insights applications.

Язык: Английский

Процитировано

0
Enhancing long-term adherence in elderly stroke rehabilitation through a digital health approach based on multimodal feedback and personalized intervention DOI Creative Commons
Xintong Wen, Yuxuan Li, Qi Zhang

и другие.

Scientific Reports, Год журнала: 2025, Номер 15(1)

Опубликована: Апрель 23, 2025

Multimodal digital health technologies aim to improve long-term adherence in stroke patients through personalized feedback and psychological monitoring. However, the interactive effects of physiological factors on rehabilitation remain unclear. This study evaluates feedback, factors, their independent synergistic optimize elderly patients. was designed as a longitudinal study, with data collected from 180 participants across two central hospitals between March September 2024. A linear mixed model (LMM) used analyze impact monitoring, mechanisms patient adherence. Data were gathered structured questionnaires, resulting final sample size 540 points. The time effect has significant positive compliance. plan completion rate (A1) increases by 1.25 (t = 34.25) 2.28 units 62.56) mid-term follow-up (T2) (T3) respectively; self-reported compliance score (A2) 1.12 31.39) 2.3 points 64.27) at T2 T3 specific activities (A3) 1.37 50.34) 2.34 86.26); number interruptions (A4) decreases 0.89 -17.31) 2.11 times -41.17) respectively. In high-quality (D2) significantly promotes (β 0.0318, t 2.08), while excessively frequent (D1) showes negative (β=-0.0914, t=-1.93 ). terms emotion (C3) 0.1572, 2.695), depressed (C1) reduces interruption behavior (β=-0.0885). interaction is not significant, indicating that influence relatively independent. demonstrates support, are essential for enhancing High-quality, relevant improves adherence, ineffective may have adverse effects. Positive emotions within promote whereas depressive hinder recovery, underscoring importance support. Although lack effects, influences merit attention optimization interventions.

Язык: Английский

Процитировано

0