3 papers
cs.LG2025
Dynamic Hypergraph-Enhanced Prediction of Sequential Medical Visits
Wangying Yang, Zitao Zheng, Zhizhong Wu +2
This study introduces a pioneering Dynamic Hypergraph Networks (DHCE) model designed to predict future medical diagnoses from electronic health records with enhanced accuracy. The…
cs.LG2024
Reducing Bias in Deep Learning Optimization: The RSGDM Approach
Honglin Qin, Hongye Zheng, Bingxing Wang +3
Currently, widely used first-order deep learning optimizers include non-adaptive learning rate optimizers and adaptive learning rate optimizers. The former is represented by SGDM (…
eess.IV2024
Convolutional Neural Networks for Predictive Modeling of Lung Disease
Yingbin Liang, Xiqing Liu, Haohao Xia +3
In this paper, Pro-HRnet-CNN, an innovative model combining HRNet and void-convolution techniques, is proposed for disease prediction under lung imaging. Through the experimental c…