ML · CDC ILINET
DEMO DATA · SIMULATED CDC FEEDMachine Learning
Epidemiological
Forecasting
Predictive influenza analytics platform — refreshed weekly from CDC FluView surveillance.
Latest CDC:2026-W29· retrained Jul 26, 00:00 UTC
CDC Sync Status
Simulated CDC ILINet feed
- Latest CDC week
- 2026-W29
- Last sync
- Jul 25, 18:00 UTC
- Model retrained
- Jul 26, 00:00 UTC
- Source
- Demo feed
Using deterministic simulated ILINet data. Connect a live CDC source to enable real-time forecasting.
Next Week ILI
1.25%
1.25 vs baseline
Peak Forecast
W411.5%
Model Confidence
91%
Latest CDC Week
W291.22%
Forecast Projection
26-week historical + 12-week forecast with 95% CI
Weekly Outbreak Risk
Next 12 epidemiological weeks
W30
1.25%
LOWW31
1.20%
LOWW32
1.16%
LOWW33
1.18%
LOWW34
1.17%
LOWW35
1.17%
LOWW36
1.11%
LOWW37
1.17%
LOWAI Epidemiological Insights
- Influenza activity is projected to remain below the outbreak threshold of 4.5% in the upcoming epidemiological week.
- Peak forecast activity is expected around Week 41 at 1.50% ILI.
- Latest CDC reported ILI is 1.22% — a +0.03 pp change forecast for next week.
- Temperature shows an inverse correlation with ILI activity (r ≈ −0.62) across the trailing 5 seasons.
- Model confidence remains stable across the selected forecast horizon (avg CI width ±0.68 pp).
Public Health Guidance
- →Maintain routine influenza surveillance and weekly CDC sync.
- →Prepare for increased activity during projected peak weeks.
- →Consider vaccination outreach before the seasonal rise.
- →Monitor high-risk weeks more closely for hospitalization capacity.
For academic and public health analytics purposes only. Forecasts are estimates based on available surveillance data and should not replace official CDC guidance.