Researchers at Columbia University Mailman School of Public Health developed an infectious disease early warning system that includes areas lacking health clinics participating in infectious disease surveillance. The approach compensates for existing gaps by optimally assigning surveillance sites that support better observation and prediction of the spread of an outbreak, including to areas remaining without surveillance. Details are published in the journal Nature Communications.