Qinghua Cheng
Biographic Data
| ID | 7978962 |
|---|---|
| NAME | Qinghua Cheng |
| GIVEN NAMES | Qinghua |
| FAMILY NAME | Cheng |
| SIGNATURE | CHENG Q |
| AFFILIATIONS | Northeastern University |
| VERIFIED | No |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 1 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2024 |
| LATEST PUBLICATION YEAR | 2024 |
| H-INDEX | 0 |
Cardiovascular disease prediction model based on patient behavior patterns in the context of deep learning
To address the limitations of traditional cardiovascular disease prediction models in capturing dynamic changes and personalized differences in patients, we propose a novel LGAP model based on time-series data analysis. This model integrates Long Short-Term Memory (LSTM) networks, Graph Neural Networks (GNN), and Multi-Head Attention mechanisms. By combining patients' time-series data (such as medical records, physical parameters, and activity da…
No prominent works on this page.
Cardiovascular disease prediction model based on patient behavior patterns in the context of deep learning
To address the limitations of traditional cardiovascular disease prediction models in capturing dynamic changes and personalized differences in patients, we propose a novel LGAP model based on time-series data analysis. This model integrates Long Short-Term Memory (LSTM) networks, Graph Neural Networks (GNN), and Multi-Head Attention mechanisms. By combining patients' time-series data (such as medical records, physical parameters, and activity da…
Artificial Intelligence (1 work) · Artificial Intelligence in Healthcare (1 work) · Cardiovascular Health and Risk Factors (1 work) · Computer Science (1 work) · Context (archaeology (1 work) · Data mining (1 work) · Deep learning (1 work) · Disease (1 work) · Generalization (1 work) · Graph (1 work)