Vine‐Inspired Soft Robotics: Materials, Actuations, and Emerging Applications
Vine‐inspired robots grow from the tip, enabling navigation through confined spaces with minimal disturbance. This Review summarizes material and actuation strategies for vine‐inspired growth, key functions including steering, retraction, attachment, branching, and variable stiffness, and emerging applications spanning medical intervention, confined ...
Jiahao Wu +7 more
wiley +1 more source
FedMedSecure: federated few-shot learning with cross-attention mechanisms and explainable AI for collaborative healthcare cybersecurity. [PDF]
Tawfik M +5 more
europepmc +1 more source
Drug Repurposing for Treating NCOR‐Related Intellectual Disability
An autism‐associated NCOR1 heterozygous mutation upregulates NRGs and activates NRG backward signaling in hypothalamic GABAergic neurons in mouse models, leading to Gabra2 downregulation and cognitive deficits, which can be therapeutically targeted by repurposing FDA‐approved drugs.
Yan Kong +15 more
wiley +1 more source
SSNFNet: An Enhanced Few-Shot Learning Model for Efficient Poultry Farming Detection. [PDF]
Wang B, Liu D, Wu J.
europepmc +1 more source
This study reports a neutrophil membrane‐encapsulated Pd/hCeO2 nanozyme (PCN) for targeted treatment of perioperative neurocognitive disorders (PND) in aged mice. PCN inhibits glycolysis‐driven microglial activation and neuroinflammation, improves mitochondrial respiration, and maintains blood‐brain barrier integrity and synaptic function, ultimately ...
Lili Huang +17 more
wiley +1 more source
Few-Shot Learning for Prostate Cancer Detection on MRI: Comparative Analysis with Radiologists' Performance. [PDF]
Yamagishi Y +5 more
europepmc +1 more source
Rhizodeposition Drives One Third of Belowground Carbon Input in Agroecosystems
This study quantifies photosynthesized C allocation in the plant–soil system across six crop types: barley, wheat, maize, rice, legumes and grasses. It reports C partitioning into shoot respiration, shoot‐C, root‐C, net rhizodeposition and root‐derived CO2, providing standardized percentage averages and GPP‐derived absolute values as a robust baseline ...
Zhengjun Yan +10 more
wiley +1 more source
Multi-modal few-shot learning for anthesis prediction of individual wheat plants. [PDF]
Xie Y, Roy SJ, Schilling RK, Liu H.
europepmc +1 more source
Au nanoisland morphology defines stochastic high‐resistance‐state transport in Ag/TiO2 memristor arrays, transforming nanoscale structural disorder into a tunable physical entropy resource. Morphology‐controlled field hotspots and reset‐modulated nanogaps generate statistically validated random‐bit streams, which further serve as device‐derived ...
Hyunjun Kim +5 more
wiley +1 more source
BBSNet: An Intelligent Grading Method for Pork Freshness Based on Few-Shot Learning. [PDF]
Liu C, Zhang J, Chen K, Huang J.
europepmc +1 more source

