Jingyuan Han
Biographic Data
| ID | 10038780 |
|---|---|
| NAME | Jingyuan Han |
| GIVEN NAMES | Jingyuan |
| FAMILY NAME | Han |
| SIGNATURE | HAN J |
| AFFILIATIONS | Chinese Academy of Medical Sciences & Peking Union Medical College |
| VERIFIED | No |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 1 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2026 |
| LATEST PUBLICATION YEAR | 2026 |
| H-INDEX | 0 |
Protocol-aware epidemic forecasting across heterogeneous public health surveillance systems
Purpose: Public-health forecasting is central to epidemic intelligence and operational decision support. In practice, surveillance data are affected by reporting delays, revisions, and backfill, as well as abrupt regime shifts, which often reduce model reliability across regions and systems. Methods: We developed EpiMap-LLM, a protocol-aware forecasting approach that links epidemic dynamics with surveillance context using a frozen language-model …
No prominent works on this page.
Protocol-aware epidemic forecasting across heterogeneous public health surveillance systems
Purpose: Public-health forecasting is central to epidemic intelligence and operational decision support. In practice, surveillance data are affected by reporting delays, revisions, and backfill, as well as abrupt regime shifts, which often reduce model reliability across regions and systems. Methods: We developed EpiMap-LLM, a protocol-aware forecasting approach that links epidemic dynamics with surveillance context using a frozen language-model …
COVID-19 Digital Contact Tracing (1 work) · COVID-19 epidemiological studies (1 work) · Data-Driven Disease Surveillance (1 work) · Decision support system (1 work) · Public health (1 work) · Public health interventions (1 work) · Public health surveillance (1 work)