5 citations · 8 across the 5 of their papers we have counts for
5 papers
Structure-Aware Temporal Modeling for Chronic Disease Progression Prediction
Jiacheng Hu, Bo Zhang, Ting Xu +2
This study addresses the challenges of symptom evolution complexity and insufficient temporal dependency modeling in Parkinson's disease progression prediction. It proposes a unifi…
Adversarial Neural Networks in Medical Imaging Advancements and Challenges in Semantic Segmentation
Houze Liu, Bo Zhang, Yanlin Xiang +3
Recent advancements in artificial intelligence (AI) have precipitated a paradigm shift in medical imaging, particularly revolutionizing the domain of brain imaging. This paper syst…
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…
Research on Early Warning Model of Cardiovascular Disease Based on Computer Deep Learning
Yuxiang Hu, Jinxin Hu, Ting Xu +3
This project intends to study a cardiovascular disease risk early warning model based on one-dimensional convolutional neural networks. First, the missing values of 13 physiologica…
Enhancing Medical Imaging with GANs Synthesizing Realistic Images from Limited Data
Yinqiu Feng, Bo Zhang, Lingxi Xiao +3
In this research, we introduce an innovative method for synthesizing medical images using generative adversarial networks (GANs). Our proposed GANs method demonstrates the capabili…