An Introduction to Building the DengX Framework for Dengue Forecasting

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Authors: David Knut Bengtsson-Asgarali
Cited by: 0

Abstract

An article for the public health practitioner, interested in the emerging role of Predictive Artificial Intelligence in disease forecasting. In this text, we discuss AI Snake Oil by Narayanan and Kapoor, the limitations of predictive AI, and the critical conditions for its effective use. We then present three guiding principles for conducting Predictive AI research and propose a research plan to develop a structured framework for dengue forecasting.

Fields of Study & Subjects

Mosquito-borne diseases and control Data-Driven Disease Surveillance Artificial Intelligence in Healthcare

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
20 January 2026