Clinical decision support tools have typically focused on one-time support for diagnosis or
prognosis, but have the ability to support providers in longitudinal planning of patient care …

Background Maintaining medication adherence can be challenging for people living with
mental ill-health. Clinical decision support systems (CDSS) based on automated detection of …

Medication adherence refers to whether patients take their prescribed medications in the
right quantity and dose, as well as whether they continue to follow the regimen for their …

Forgetfulness is a primary factor of medication nonadherence, a problem that contributes to
worse health outcomes and increased mortality among people with chronic conditions …

Background To discover pharmacotherapy prescription patterns and their statistical
associations with outcomes through a clinical pathway inference framework applied to real …

Improving the use of medications in older adults through deprescribing has strong rationale
because polypharmacy (or the use of multiple medications) in older adults is common …

Background One in five adults in the US experience mental illness and over half of these
adults do not receive treatment. In addition to the access gap, few innovations have been …

The complexity of patient care is growing due to an ageing population. As chronic illnesses
become more common, the incidence of multi-morbidity increases. Generating disease …

Using technology to inspire behavior change motivated by a health goal is a challenge.
Technologies, often rooted in sound scientific principles, sometimes do not perform as …

Optimizing the adherence to medical prescriptions remains an ongoing challenge in our
health care systems. Among the many reasons for non-adherence (including socioeconomic …