Journal of Alloys and Compounds, Journal Year: 2024, Volume and Issue: 1009, P. 176941 - 176941
Published: Oct. 10, 2024
Language: Английский
ACS Nano, Journal Year: 2024, Volume and Issue: 18(34), P. 22734 - 22751
Published: Aug. 15, 2024
Recent years have witnessed tremendous advances in machine learning techniques for wearable sensors and bioelectronics, which play an essential role real-time sensing data analysis to provide clinical-grade information personalized healthcare. To this end, supervised unsupervised algorithms emerged as powerful tools, allowing the detection of complex patterns relationships large, high-dimensional sets. In Review, we aim delineate latest advancements sensors, focusing on key developments algorithmic techniques, applications, challenges intrinsic evolving landscape. Additionally, highlight potential machine-learning approaches enhance accuracy, reliability, interpretability sensor discuss opportunities limitations emerging field. Ultimately, our work aims a roadmap future research endeavors exciting rapidly area.
Language: Английский
Citations
13
Journal of Materials Chemistry A, Journal Year: 2024, Volume and Issue: unknown
Published: Jan. 1, 2024
This review examines the integration of artificial intelligence with nanogenerators to develop self-powered, adaptive systems for applications in robotics, wearables, and environmental monitoring.
Language: Английский
Citations
7
Nano Trends, Journal Year: 2024, Volume and Issue: 7, P. 100042 - 100042
Published: June 18, 2024
Piezoelectricity has emerged as a pivotal platform technology in bioengineering to advance cardiac healthcare. Unlike common pacemakers, these devices capitalize on the mechanical energy derived from movements power themselves, presenting sustainable alternative battery constraints faced by current implantable devices. This review explores advances piezoelectric nanogenerators for monitoring and therapy, highlighting their capabilities not only track activity, but also provide therapeutic interventions reliable pacemakers. It discusses electric stimulation effects biocompatible integration with human biology, positioning at forefront of healthcare solutions, thereby enhancing effectiveness, durability, personalized care.
Language: Английский
Citations
5
World Journal of Clinical Pediatrics, Journal Year: 2025, Volume and Issue: 14(2)
Published: March 18, 2025
Today’s youth in rich and poor countries faces comparable health risks challenges. There is the temptation to enjoy too much food that advertised as delicious eat little healthier food. An increasingly sedentary lifestyle makes physical activity voluntary, no longer based on daily need for rural production. This a serious medical problem, today’s young people are threatened tomorrow (and sometimes, already today) by cardiovascular disease type 2 diabetes mellitus, later further challenges including arthritis, stroke, more. But this challenge far beyond medicine. Young be empowered distinguish between good bad lifestyles strengthened their willingness make an effort future health. It may not seem very sexy mostly fruits high-fiber traditional foods instead of hamburgers, snacks, sweets, or posh restaurants. Everyone needs certain resistance advertising today, whether they grow up Nigeria, Europe anywhere else. Medical doctors, teachers, many other professionals with responsibilities have key role endeavour.
Language: Английский
Citations
0
Nature Reviews Bioengineering, Journal Year: 2025, Volume and Issue: unknown
Published: March 20, 2025
Language: Английский
Citations
0
Bioengineering, Journal Year: 2025, Volume and Issue: 12(4), P. 346 - 346
Published: March 27, 2025
Background: Transcranial direct current stimulation (tDCS)-induced electric fields (EFs) acting on brain tissues are hardly controllable. Among physical models used in neuroscience research, watermelons known as head-like phantoms for their dielectric properties. In this study, we aimed to define an inexpensive and reliable method qualitatively the spatial distribution of tDCS-induced EFs based use watermelons. Methods: After creating eight cranial foramina identifying location 21 EEG scalp electrodes peel a watermelon, voltage differences during were recorded each electrode positions, one at time, four different depths. The recordings graphically represented by using polar coordinates with watermelon approximated perfect sphere. Results: To validate model, performed three experiments well-known montages. results obtained line expected behavior EFs. Conclusions: Watermelon might be cheap feasible phantom head model characterize induced tDCS and, potentially, even other non-invasive techniques.
Language: Английский
Citations
0
Brain‐X, Journal Year: 2025, Volume and Issue: 3(1)
Published: March 1, 2025
Abstract Amyotrophic lateral sclerosis (ALS) is a progressive neurodegenerative disease that often results in the loss of speech, creating significant communication barriers. Brain–computer interfaces (BCIs) provide transformative solution for restoring and enhancing quality life ALS individuals. Recent advances implantable electrocorticographic systems have demonstrated feasibility synthesizing intelligible speech directly from neural activity. By recording high‐resolution signals motor, premotor, somatosensory cortices with decoding algorithms, these can transform patterns into acoustic features providing natural intuitive pathways Non‐invasive electroencephalography, while lacking spatial resolution systems, offers safer alternative high temporal capturing speech‐related dynamics. When combined robust feature extraction techniques, such as common pattern time‐frequency analyses, well multimodal integration functional near‐infrared spectroscopy or electromyography, it effectively enhances accuracy system robustness. Despite progress, challenges remain, including user variability, BCI illiteracy, impact fatigue on performance. Personalized models, adaptive secure frameworks brain data privacy are essential addressing limitations, enabling BCIs to enhance accessibility reliability. Advancing technologies methodologies holds immense promise independence bridging gap individuals ALS. Future research could focus long‐term clinical studies evaluate stability effectiveness development more unobtrusive paradigms.
Language: Английский
Citations
0
Advanced Science, Journal Year: 2024, Volume and Issue: unknown
Published: Nov. 26, 2024
Abstract With the integration of bioelectronics and materials science, implantable self‐powered systems for electrical stimulation medical devices have emerged as an innovative therapeutic approach, garnering significant attention in research. These achieve self‐powering through integrated energy conversion modules, such triboelectric nanogenerators (TENGs) piezoelectric (PENGs), significantly enhancing portability long‐term efficacy equipment. This review delves into design strategies clinical applications systems, encompassing optimization harvesting selection fabrication adaptable electrode materials, innovations systematic strategies, extensive utilization biological therapies, including treatment neurological disorders, tissue regeneration engineering, drug delivery, tumor therapy. Through a comprehensive analysis latest research progress, technical challenges, future directions these areas, this paper aims to provide valuable insights inspiration further systems.
Language: Английский
Citations
3
Journal of Alloys and Compounds, Journal Year: 2024, Volume and Issue: 1009, P. 176941 - 176941
Published: Oct. 10, 2024
Language: Английский
Citations
2