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Dual Functional Electroconductive Biofortified Electrospun Scaffold Functionalized With MWCNTs and Bacopa Monnieri for Accelerated Peripheral Nerve Regeneration.
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March 2025
Centre for Nanotechnology, Indian Institute of Technology Roorkee, Roorkee, Uttarakhand, 247667, India.
Peripheral nerve injuries (PNIs) often lead to semi or complete loss of motor, sensory and autonomic functions. Although autografts are still the best option for PNI repair, their use is restricted due to the morbidity and availability of donor nerves. Because electrospun scaffolds may replicate the structure of native extracellular matrix (ECM), they provide a viable alternative.
View Article and Find Full Text PDFMedical image classification by incorporating clinical variables and learned features.
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School of Electronics and Computer Science, University of Southampton, Southampton, UK.
Medical image classification plays an important role in medical imaging. In this work, we present a novel approach to enhance deep learning models in medical image classification by incorporating clinical variables without overwhelming the information. Unlike most existing deep neural network models that only consider single-pixel information, our method captures a more comprehensive view.
View Article and Find Full Text PDFCoordination in strictly metric-free swarms: evidence for the existence of biological diversity.
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UAV Technology Research Institute, Beijing 100074, People's Republic of China.
Coordination serves as a crucial metric for analysing collective behaviour in complex systems. Given the prevalence of biological diversity, this study re-evaluated the coordination issue in strictly metric-free (SMF) swarms, incorporating both limited perceptual ranges and hierarchical dynamics. Initially, the study introduced a single-layer hierarchical SMF model that was optimized using differential evolution strategies.
View Article and Find Full Text PDFMultimodal Metaverse Healthcare: A Collaborative Representation and Adaptive Fusion Approach for Generative Artificial-Intelligence-Driven Diagnosis.
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The First Affiliated Hospital of Jinzhou Medical University, Jinzhou 121012, China.
The metaverse enables immersive virtual healthcare environments, presenting opportunities for enhanced care delivery. A key challenge lies in effectively combining multimodal healthcare data and generative artificial intelligence abilities within metaverse-based healthcare applications, which is a problem that needs to be addressed. This paper proposes a novel multimodal learning framework for metaverse healthcare, MMLMH, based on collaborative intra- and intersample representation and adaptive fusion.
View Article and Find Full Text PDFAdvancing Nanomedicine Through Electron Microscopy: Insights Into Nanoparticle Cellular Interactions and Biomedical Applications.
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Department of Infection Control, Alzahra General Hospital, Qatif, 31911, Saudi Arabia.
Nanomedicine has revolutionized cancer treatment by the development of nanoparticles (NPs) that offer targeted therapeutic delivery and reduced side effects. NPs research in nanomedicine significantly focuses on understanding their cellular interactions and intracellular mechanisms. A precise understanding of nanoparticle interactions at the subcellular level is crucial for their effective application in cancer therapy.
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