Machine Learning

Applying Machine Learning to enhance healthcare programs across the
care continuum through the smart implementation of predictive
and prescriptive analytical services and solutions.

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We Make Analytics Actionable

Historically, data has been employed to generate descriptive and diagnostic analytical reports, addressing the 'What happened?' and 'Why did it happen?' questions. Although these insights are valuable for understanding past performance, they lack the capacity to significantly influence real-time decision-making in the rapidly evolving healthcare landscape. Acentra Health utilizes
predictive and prescriptive analytics to produce insights, crafting intelligent Machine Learning solutions that
address 'What will happen next?' and ‘What action should we take?'

Key Focus Areas:
  • Fraud, Waste and Abuse Detection
  • Prior Authorization
  • Intelligent Document Processing
  • Health Risk Assessment & Social Determinants of Health
  • Workflow Automation
  • Document Search

Prioritizing Ethical, Secure
Use of Machine Learning

It is natural for concerns to arise regarding the implementation of Machine Learning (ML)
in healthcare. Acentra Health is steadfastly dedicated to the ethical and secure implementation of Machine Learning, ensuring responsible data practices and
the utmost protection of user privacy.

Considerations include:

  • Data Privacy and Security: Ensuring the protection of sensitive patient information and adherence to privacy regulations.
  • Bias and Fairness: ML models are trained on a large, diverse array of historical case representations.
  • “Human in the Loop” Design: Clinical teams work in tandem with the ML solution to guarantee precise and ethical outcomes.
  • Transparency and Explainability: Developing interpretable models to maintain trust and allow for informed decision-making.
  • Continuous Monitoring and Evaluation: ML training models undergo continuous review and optimization.
  • Quality Assurance: Suitable review cycles are established to ensure accuracy.

Empowering You with Technology
and Expertise to Achieve Your Goals

As with the deployment of any pioneering technology, Acentra Health is committed to delivering a measurable return on investment throughout your business operations. Intelligent services and solutions, centered on Machine Learning, can yield significant benefits.

Benefits:

  • Improve patient outcomes
  • Reduce costs
  • Conserve time and resources
  • Minimize human error
  • Enable clinicians and physicians to “operate at the top of their license”
  • Achieve operational excellence

Acentra Health & Amazon Web
Services - Uniting Forces to Reshape Healthcare Innovation

Acentra Health's partnership with AWS advances data analytics
and AI in healthcare. Powered by AWS, Acentra Health creates
healthcare solutions that streamline processes, enhance diagnoses, and optimize treatments. These AI- and Machine Learning-driven solutions hold the potential to revolutionize healthcare - improving patient outcomes and lowering costs.

Powered by AWS Cloud Computing

Tomorrow’s Innovation Starts Now

Contact us today and let’s explore how Analytics and
Machine Learning can help your organization reach
new levels of efficiency while saving money and
improving patient outcomes.

Start a Conversation

Acentra Health & Amazon Web
Services - Uniting Forces to Reshape Healthcare Innovation

Acentra Health's partnership with AWS advances data analytics and AI in healthcare.
Powered by AWS, Acentra Health creates healthcare solutions that streamline processes,
enhance diagnoses, and optimize treatments. These AI- and Machine Learning-driven
solutions hold the potential to revolutionize healthcare - improving patient
outcomes and lowering costs.

Powered by AWS Cloud Computing

Tomorrow’s Innovation Starts Now

Contact us today and let’s explore how analytics and Machine Learning can help your organization reach new levels of efficiency while saving money and improving patient outcomes.

Start a Conversation