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Spiking-PhysFormer: Camera-based remote photoplethysmography with parallel spike-driven transformer.
Neural Netw
January 2025
Tsinghua University, Beijing, China. Electronic address:
Artificial neural networks (ANNs) can help camera-based remote photoplethysmography (rPPG) in measuring cardiac activity and physiological signals from facial videos, such as pulse wave, heart rate and respiration rate with better accuracy. However, most existing ANN-based methods require substantial computing resources, which poses challenges for effective deployment on mobile devices. Spiking neural networks (SNNs), on the other hand, hold immense potential for energy-efficient deep learning owing to their binary and event-driven architecture.
View Article and Find Full Text PDFInspiration From Simplified Ligament Repair in Stress Urinary Incontinence.
Neurourol Urodyn
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Memorial Kayseri Hastanesi, Kayseri, Turkey.
Developing a brain inspired multilobar neural networks architecture for rapidly and accurately estimating concrete compressive strength.
Sci Rep
January 2025
Faculty of Civil Engineering, Damascus University, Damascus, Syria.
Concrete compressive strength is a critical parameter in construction and structural engineering. Destructive experimental methods that offer a reliable approach to obtaining this property involve time-consuming procedures. Recent advancements in artificial neural networks (ANNs) have shown promise in simplifying this task by estimating it with high accuracy.
View Article and Find Full Text PDFSimplified biomimetic peptide-based vehicle for enhanced tumor penetration and rapid enzyme-induced drug release.
J Colloid Interface Sci
January 2025
State Key Laboratory of Metastable Materials Science and Technology, Nano-biotechnology Key Lab of Hebei Province, Applying Chemistry Key Lab of Hebei Province, Heavy Metal Deep-Remediation in Water and Resource Reuse Key Lab of Hebei, Yanshan University, Qinhuangdao 066004, China. Electronic address:
Various nanodrug vehicles were well-designed with complicated functions for tumor therapy. However, the unsatisfactory tumor delivery efficiency and uncertain off-target release became the stumbling block of the nanodrugs on the way to the clinic. Inspired by efficient tumor targeting ability of albumin, we reported a simplified biomimetic peptide-based vehicle synthesized by copolymerizing L-glutamyl-L-lysine unit (EK dimer, an intrinsic surface peptide pair from albumin) with L-phenylalanine (F) to encapsulate doxorubicin (Dox).
View Article and Find Full Text PDFAB-Type Zwitterionic Hydrogel Paint.
Langmuir
January 2025
School of Chemistry and Life Resources, Renmin University of China, 100872 Beijing, China.
Zwitterionic hydrogels exhibit excellent nonfouling and hemocompatibility. However, the practical application of these materials as antifouling coatings for biomedical devices is hindered by several key challenges, including the harsh preparation conditions and the weak coating stability. Here, we present a two-component zwitterionic hydrogel paint for the in situ preparation of robust zwitterionic hydrogel coatings on various substrate surfaces without UV assistance.
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