Generative AI Crucial for Coding Complex Conditions

Generative AI Crucial for Coding Complex Conditions

Author: John Lynn January 26, 2026 Duration: 17:28

Ben Beadle-Ryby, Senior Vice President and Co-founder at AKASA, says that a typical patient record contains 50,000 words spread across 59 clinical documents. Trying to code a single patient's conditions is comparable to reading The Great Gatsby and extracting key facts.

Historically, he says, organizations "have thrown armies of people at the problem." Not only is that unfeasible; these people are not as accurate they need to be. Due to this and other reasons, claim denials have increased from 9.8% in 2019 to 12.7% now. Other revenue cycle measures have also gone in the wrong direction: for instance, cost to collect has gone from 2.7% in 2019 to 3.7% today.

This video at the AHIMA Annual Conference interviews Beadle-Ryby along with two clients: Nick Judd, Senior Director, Revenue Cycle and Health Information Management at Cleveland Clinic, and Jennifer Nicholson, Assistant Vice President, Revenue Cycle and Health Information Management at Duke University Health System. They talk about leveraging generative AI solutions for coding and the benefits of leveraging this technology.

Learn more about Cleveland Clinic: https://my.clevelandclinic.org/

Learn more about Duke University Health System: https://www.dukehealth.org/

Learn more about Akasa: https://akasa.com/

Healthcare IT Community: https://www.healthcareittoday.com/


For anyone navigating the complex and ever-evolving world of healthcare technology, Healthcare IT Today Interviews offers a direct line to the people shaping its future. Host John Lynn sits down with leading experts, moving beyond theory to explore the real-world applications and challenges they face every day. This isn't about surface-level news; it’s a series of deep, conversational explorations. You’ll hear firsthand accounts about implementing and optimizing electronic health records, the critical balance between data security and patient privacy, and how analytics are transforming patient care. The discussions naturally cover the practicalities of telehealth, the nuances of healthcare communication systems, and the many other technologies redefining clinical and administrative workflows. Each episode of this podcast pulls back the curtain on the front lines, providing clarity and insight that’s both substantive and accessible. Tune in for honest perspectives on where healthcare IT has been, the problems being solved right now, and what’s coming next.
Author: Language: English Episodes: 100

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