Adaptive learning algorithms to optimize mobile applications for behavioral health: guidelines for design decisions

ConclusionThe creation of effective behavioral health interventions does not depend only on final algorithm performance. Many decisions in the real world are necessary to formulate the design of problem parameters to which an algorithm is applied. Researchers must document and evaulate these considerations and decisions before and during the intervention period, to increase transparency, accountability, and reproducibility.Trial Registrationclinicaltrials.gov, NCT03490253.
Source: Journal of the American Medical Informatics Association - Category: Information Technology Source Type: research