ResNet and its application to medical image processing: research Progress and challenges

T ZHOU, Y LIU, H LU, X YE, X CHANG - 电子与信息学报, 2022 - jeit.ac.cn
Abstract Residual neural Network (ResNet) is a hot topic in deep learning research, which is
widely used in medical image processing. The residual neural network is reviewed in this …

Double-kernel based Bayesian approximation broad learning system with dropout

T Chen, L Wang, Y Liu, CLP Chen - Neurocomputing, 2024 - Elsevier
Broad learning system (BLS) is an efficient incremental learning machine algorithm.
However, there are some disadvantages in such an algorithm. For example, the number of …

[HTML][HTML] ResNet 及其在医学图像处理领域的应用: 研究进展与挑战

周涛, 刘赟璨, 陆惠玲, 叶鑫宇, 常晓玉 - 电子与信息学报, 2022 - jeit.ac.cn
残差神经网络(ResNet) 是深度学**领域的研究热点, 广泛应用于医学图像处理领域.
该文对残差神经网络从以下几个方面进行综述: 首先, 阐述残差神经网络的基本原理和模型结构; …

A novel total nitrogen prediction method based on recurrent neural networks utilizing cross-coupling attention and selective attention

J Geng, C Yang, L Lan, Y Li, J Han, C Zhou - Neurocomputing, 2023 - Elsevier
Considering the critical role the total nitrogen (TN) plays in the stable operation of
wastewater treatment plants (WWTPs), it is necessary to predict its future variation …

Improving ECG Classification Performance by Using an Optimized One-Dimensional Residual Network Model

J Zang, J Wang, Z Zhang, Y Zheng, C Xue - Applied Sciences, 2022 - mdpi.com
Cardiovascular disease and its consequences on human health have never stopped and
even show a trend of appearing in increasingly younger generations. The establishment of …

A new approach for node centrality evaluation based on residual network performance measurement

B Chen, J Wu - Concurrency and Computation: Practice and …, 2022 - Wiley Online Library
The identification of the most influential nodes has been a vibrant subject in complex
network research, with many applications across informational, social or biological networks …

Algorithm for Locating and Detecting Parallel-edged Sewing Thread of Irregular Small Cloth

W Chen, Q Yu, F **, W Cui… - 2022 41st Chinese …, 2022 - ieeexplore.ieee.org
The quality inspection of sewing thread plays an important role in the intelligent garment
industry. In the manufacturing process, part of the cloth needs to be processed into small …