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AI and machine learning essentials for healthcare organizations

Published: February 28, 2023 by Experian Health

Healthcare is undergoing a digital revolution driven by artificial intelligence (AI) and machine learning (ML) technology. While some organizations have been slow to adapt, others incorporated new solutions that have helped their organization identify patterns, reduce claim denials, and more.

This infographic breaks down common phrases related to artificial intelligence and machine learning so that healthcare organizations can understand what they mean and how they’re utilized.

Introducing: AI Advantage

Experian Health is the top-performing claims management vendor, according to the 2023 Best in KLAS: Software and Professional Services report. Experian Health’s ClaimSource® solution, an automated, scalable claims management system designed to prevent claim denials, ranked number one in the Claims Management and Clearinghouse category.

With denials and staffing shortages on the rise, an efficient claims management strategy is essential. Experian Health is here to help with AI Advantage™ – a new solution that utilizes true artificial intelligence that proactively helps reduce denials and, when necessary, identifies the best denials to resubmit.

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“You know when the Patient Access Curator went live because you can see it in our stock price. It helped us drive a $100 million bottom-line improvement within two quarters.” —Ken Kubisty, Vice President of Revenue Cycle at Exact Sciences Challenge Exact Sciences is a prominent cancer diagnostics laboratory with an annual net revenue of around $2.6 billion, that's best known for its flagship cancer screening test, Cologuard. After a period of rapid growth demand for its test, Exact Sciences faced the difficult task of collecting accurate patient data and verifying insurance eligibility at scale. Anticipating a 25% growth in annual testing volumes, Ken Kubisty, Vice President of Revenue Cycle at Exact Sciences, says the organization “needed an automated, real-time solution" to capture accurate data from the start. The company had four specific objectives: Improve the accuracy of patient insurance data to reduce errors and denials. Streamline processes to handle rising testing volumes without increasing headcount. Reduce claim denials to bring in more revenue (especially those related to eligibility and timely filing). Ensure accurate identity verification in lab settings, where patient, physician and lab data aren't unified within a single data management system. Watch the webinar: Hear our pre-recorded session from our annual Experian Health High-Performance Summit 2024 (HPS), featuring Exact Sciences and Trinity Health, as they reveal how Patient Access Curator helped their organizations automate eligibility, reduce denials, and more, all with a single click. Solution In need of a single solution to solve multiple challenges, Exact Sciences turned to Experian Health's Patient Access Curator. This new product provided the team with a way to run inquiries for eligibility, Medicare beneficiary identifiers, coordination of benefits, insurance discovery and demographic data with a single click. Instead of juggling multiple products and vendors, registrars would be able to capture and verify patient data in a single transaction. Through automation and machine learning, Patient Access Curator could deliver results in less than 30 seconds and help submit clean claims the first time – reducing the risk of denials even as volumes increased. Experian Health's implementation experts configured the tool to Exact Sciences' needs, integrating over 4,000 payer plans nationwide and customizing parameters for real-time eligibility checks and data validation. Experian Health also delivered staff training to support the transition to the new system. Watch the video: See how Experian Health's Patient Access Curator streamlines patient access and billing, addressing claim denials, data quality and real-time corrections to boost your business's bottom line. Outcome Thanks to Patient Access Curator, Exact Sciences achieved the following results: 15% increase in revenue per test due to accurate eligibility and fewer denials 4x business volume without increasing headcount 50% reduction in denials and major improvement in timely filings $100 million added to the bottom line in 6 months Ken Kubisty, VP of Revenue Cycle at Exact Sciences, shares how Patient Access Curator improved eligibility processes, reduced errors and more. Overall, Kubisty credits Experian Health's Patient Access Curator for helping Exact Sciences overcome critical pain points resulting from data errors and eligibility issues. Solving for bad data quality with real-time data correction freed staff from tedious manual work, ensuring faster, more accurate claims processing – all without growing headcount. After implementing Patient Access Curator, the company is ready to scale and handle growing volumes efficiently, say goodbye to late filing denials and scale smarter. For Kubisty, this highlights how technology drives efficiency and sustainable growth. Learn more about how Patient Access Curator helps patient access teams prevent claim denials by solving for bad data quality with real-time data correction. Learn more Contact us

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