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This research has provided compelling evidence that computer algorithms can match or outperform physician-certified VA.Although this finding refers to deaths occurred in hospital settings, and further research to test external validity may be required, it bodes well for the idea that computers can also be used for diagnosing NCDs in the living.

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The leader shall be in constant contact with the Directorate through the registrar and the field work head to be well acquainted with up dated information and receive new instructions issued through circulars issued by the Directorate from time to time to solve technical problems and avoid any difficulties and hardships encountered by the researchers in the field to improve work quality.

As part of the Population Health Metrics Research Consortium study, we collected 1,379 questionnaires in Mexico from individuals who suffered from a non-communicable disease that had been diagnosed with gold standard diagnostic criteria or individuals who did not suffer from any of the 10 target conditions.

To make the diagnosis of non-communicable diseases, we selected the Tariff method, a technique developed for verbal autopsy cause of death calculation.

Diagnosis based on self-reported signs and symptoms (“Symptomatic Diagnosis,” or SD) analyzed with computer-based algorithms may be a promising method for collecting timely and reliable information on non-communicable disease prevalence.

The objective of this study was to develop and assess the performance of a symptom-based questionnaire to estimate prevalence of non-communicable diseases in low-resource areas.