Medication adherence

Improve patient outcomes with AI-based medication adherence

We offer advanced NLP solutions that identify
at-risk patients and provide personalized,
on-time interventions.

Talk to us

MEDICATION ADHERENCE SOLUTION

Change patient behavior with tailored interventions
using AI and NLP models

Embrace modern healthcare with Imaginea’s AI solution that can understand, learn and predict from, and act upon the data gathered from various healthcare resources. Powered by AI and ML, our solution builds patient profiles by analyzing multiple risk factors that include socio-economic data, patients’ behavioral changes with respect to medication and treatment regimen, and many more. Based on the insights derived, we craft a personalized intervention to improve medication adherence.

Our approach

Find out your medication adherence knowledge score in less than 5 minutes

CONSEQUENCES OF MEDICATION NON-ADHERENCE

50% of patients don’t take medication as prescribed.
How does it impact the population health?

Focusing on the big picture of medication adherence is important because often patients, even with serious medical conditions, tend to ignore their prescribed medication. Consequences of non-adherence leads to multiple risk factors that impact patient health and healthcare costs.

Inflation in
healthcare costs

Increase in ED visits
and inpatient stays

Excess morbidity
and mortality

Devaluation of
drug outcomes

125,000
estimated deaths per year
in the US due to non-adherence

~$300 bn
estimated annual cost in
the US due to non-adherence

SOLUTION FEATURES

Leverage AI to build personalized intervention programs

In conventional health programs, the interventions to improve adherence are less effective and not agile enough to meet the evolving needs of a patient. A one-size-fits-all approach does not work as medication adherence is a complex health behavior with a myriad of influencing factors. It is better to understand a patient as an individual rather than at a population-level. With our intelligent AI solution, we identify non-adherent patients, prioritize and deliver the right intervention at the right time and on the right platform.

Our NLP solution offerings

Predictive
insights

Risk
stratification

Receptivity
intervention

Real-time
monitoring

Get your own copy of medication adherence cheat sheet

HOW OUR SOLUTION WORKS

Develop a custom-built AI solution for medication adherence

Aggregate*

  • Digital phenotyping
  • Clinical data acquisition
  • Data pre-processing
  • 360-degree-view of patients

Analyze

  • Named entity recognition
  • Data anonymization
  • Context extraction
  • Behavioral economic insights
  • Identifying drivers of adherence
  • Size and risk estimation

Profile and Predict

  • Patient stratification
  • Extraction based on association
  • Predictive surveys
  • At-risk population identification
  • Target refining

Recommend

  • Automating alerts to staff
  • Tailored engagement programs
  • Proactive risk mitigation
  • Improving diagnosis process

Engage

  • Enabling proactive interventions
  • Delivering insights to patients
  • Outcome monitoring
  • Automating care orchestration
  • Accurate patient care decisions

Learn

  • Intervention redesigning as needed
  • Constantly evolving NLP models

* We take a 360-degree approach in data aggregation, which includes collecting structured and unstructured patient data, and other medication-related information from various data sources. Some of the major data sources that we consider are pharmacy management systems, claims management, e-prescribing, drug reference database, EPCS, formulary management, medication history, multi-store management, practice management, patient case management, payer management, physician management, EMR/EHR, study systems, and socio-economic realms like IoT sensors and mobile apps.

Do you think you know medication adherence? Find out now by answering these 10 questions

WHY IMAGINEA

Get the AI edge with Imaginea

Embrace modern healthcare with Imaginea’s AI solution that can understand, learn and predict from, and act upon the data gathered from various healthcare resources. Powered by AI and ML, our solution builds patient profiles by analyzing multiple risk factors that include socio-economic data, patients’ behavioral changes with respect to medication and treatment regimen, and many more. Based on the insights derived, we craft a personalized intervention to improve medication adherence.

Get in touch

AI and Medication Adherence:
What’s next?

Blogs

Blog

Medication adherence fundamentals and AI solution to combat non-adherence – Part 1

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Blog

Medication adherence fundamentals and AI solution to combat non-adherence – Part 2

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Top 6 factors that influence IT-driven innovation

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Navigating through digital disruption in healthcare

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