Frontiers

From Neurodegenerative Drivers to Engineered Biomaterials: The Dual Nature of Protein Aggregation

Protein aggregation exhibits a dual role in biology, especially in neural systems. While pathogenic aggregates of proteins such as Aβ, tau, and α-synuclein ...
Frontiers

Translational Neuroscience Research: Advances in Cellular Neuropathology

Despite rapid advances in basic neuroscience, a significant gap remains between fundamental cellular discoveries and their translation into effective ...
IEEE

Research on Hybrid Architecture Neural Networks for Time Series Prediction

Abstract: In recent years, agricultural product price forecasting has played a crucial role in supply chain management and market decision-making. However, due to the influence of multiple factors ...
Open Heart

Development and validation of a deep learning model for severe mitral stenosis detection from chest X-rays

Background Although chest X-rays (CXRs) are widely used, diagnosing mitral stenosis (MS) based solely on CXR findings remains ...
IEEE

Research and Application of Lightweight Technology of Convolutional Neural Networks in Deep Learning

Abstract: This article summarizes the convolution in the deep learning of the neural network lightweight technology, including the background, technical comparison, classification, experimental design ...