<p>Overall fit was calculated under dynamic (blue) and static (red) forecasts assuming a specific infectiousness profile function and scalar of 0.50 for pre-existing immunity. The metric was calculated as the % error between observed and simulated epidemics with 95% confidence intervals. For observed data we used the actual number of laboratory-confirmed samples (y-axis). In both types of forecasting, the simulated epidemic curve (scaled) was matched to the first of two consecutive weeks, in the observed epidemic, when laboratory surveillance reported 5 or more positive viral culture samples. Given our definition of the epidemic start week, this corresponded to index week 6 since the start week of the epidemic.</p
<p>Analysis was limited to countries providing ≥30 viruses for ≥3 yrs. Different colors represent di...
<p>Monthly numbers of laboratory-confirmed influenza cases (circles) and model predictions: median (...
Seasonal influenza epidemics cause consistent, considerable, widespread loss annually in terms of ec...
<p>Dynamic (blue) and static (red) forecasts were considered here assuming the general infectiousnes...
<p>Dynamic (blue) and static (red) forecasts were considered here assuming the general infectiousnes...
<p>Dynamic (blue) and static (red) forecasts were considered here assuming the specific infectiousne...
<p>Dynamic (blue) and static (red) forecasts were considered here assuming the specific infectiousne...
<p>Forecasts were based on best-fit baseline model in which only the level of vaccination coverage w...
<p>Forecasts were based on best-fit baseline model in which only the level of vaccination coverage w...
<p>Observed data are presented as the number (black solid lines) and % positive (dashed black line) ...
Modeling plays a critical role in mitigating impacts of seasonal influenza epidemics. Complex simula...
BACKGROUND: Modeling plays a critical role in mitigating impacts of seasonal influenza epidemics. Co...
Background: Modeling plays a critical role in mitigating impacts of seasonal influenza epidemics. Co...
<div><p>Background</p><p>Modeling plays a critical role in mitigating impacts of seasonal influenza ...
<div><p>Seasonal influenza epidemics cause consistent, considerable, widespread loss annually in ter...
<p>Analysis was limited to countries providing ≥30 viruses for ≥3 yrs. Different colors represent di...
<p>Monthly numbers of laboratory-confirmed influenza cases (circles) and model predictions: median (...
Seasonal influenza epidemics cause consistent, considerable, widespread loss annually in terms of ec...
<p>Dynamic (blue) and static (red) forecasts were considered here assuming the general infectiousnes...
<p>Dynamic (blue) and static (red) forecasts were considered here assuming the general infectiousnes...
<p>Dynamic (blue) and static (red) forecasts were considered here assuming the specific infectiousne...
<p>Dynamic (blue) and static (red) forecasts were considered here assuming the specific infectiousne...
<p>Forecasts were based on best-fit baseline model in which only the level of vaccination coverage w...
<p>Forecasts were based on best-fit baseline model in which only the level of vaccination coverage w...
<p>Observed data are presented as the number (black solid lines) and % positive (dashed black line) ...
Modeling plays a critical role in mitigating impacts of seasonal influenza epidemics. Complex simula...
BACKGROUND: Modeling plays a critical role in mitigating impacts of seasonal influenza epidemics. Co...
Background: Modeling plays a critical role in mitigating impacts of seasonal influenza epidemics. Co...
<div><p>Background</p><p>Modeling plays a critical role in mitigating impacts of seasonal influenza ...
<div><p>Seasonal influenza epidemics cause consistent, considerable, widespread loss annually in ter...
<p>Analysis was limited to countries providing ≥30 viruses for ≥3 yrs. Different colors represent di...
<p>Monthly numbers of laboratory-confirmed influenza cases (circles) and model predictions: median (...
Seasonal influenza epidemics cause consistent, considerable, widespread loss annually in terms of ec...