Medical Record Coders as AI Architects
Let’s look at 5 critically important HI skills and how they transfer to an AI-supported environment:
By Libman Education|2026-03-20T20:36:16-04:00March 20th, 2026|Coders' Corner|0 Comments
Let’s look at 5 critically important HI skills and how they transfer to an AI-supported environment:
By Kim Huey, MJ, CHC, CPC, CCS-P, PCS, CPCO, COC|2026-03-20T15:41:52-04:00March 20th, 2026|Coders' Corner|0 Comments
With spinal fusion procedures moving off the Inpatient Only list, CPT coding for spine surgeries is a skill every outpatient coder should master.
By Lynn Kuehn, MS, RHIA, CCS-P, FAHIMA|2026-03-18T19:19:50-04:00March 18th, 2026|Coders' Corner|1 Comment
Not every change to the ICD-10-PCS code set is earth shattering but small changes can have significant impacts that need to be understood and mastered. A missed or mis-applied code is an error and can lead to poor data quality, missed revenue or a potential denial.
By Faye Kelly, RHIT, CCS|2026-03-18T20:45:34-04:00March 18th, 2026|Coders' Corner|0 Comments
Preparing for the Certified Coding Specialist (CCS) exam means stepping outside your daily coding comfort zone.
By Kacie Geretz, RHIA, CPMA, CPC, CCA|2026-03-16T11:21:51-04:00March 16th, 2026|Coders' Corner|0 Comments
Let’s explore the ten questions you need to ask potential autonomous coding vendors and why asking these questions helps ensure the success of your AI system deployment.
By Lynn Kuehn, MS, RHIA, CCS-P, FAHIMA|2026-03-20T05:30:55-04:00March 14th, 2026|Coders' Corner|0 Comments
This LibmanLightbox™, by nationally recognized coding authority Lynn Kuehn, MS, RHIA, CCS-P, FAHIMA, explores how to anchor appeals in the ICD‑10‑CM/PCS classifications and Official Guidelines, position Coding Clinic correctly within that hierarchy, and construct written rationales that both defend coding accuracy and support organizational compliance.
By David Zielske, MD, CIRCC, COC, CCVTC, CCC, CCS, RCC|2026-03-12T12:13:54-04:00March 12th, 2026|Coders' Corner|0 Comments
Regarding the facility coding, would we submit the comprehensive CPT code, 55882?
By Julie A. Shay, MBA-HIN, RHIA, FAHIMA, FACHDM, ACUE|2026-03-10T22:42:58-04:00March 9th, 2026|Coders' Corner|0 Comments
Healthcare data is deeply personal and highly regulated. HI professionals understand data provenance, audit trails, HIPAA implications, and documentation standards. These competencies are not diminishing in value; they are increasing.
By Lynn Kuehn, MS, RHIA, CCS-P, FAHIMA|2026-03-09T10:50:47-04:00March 9th, 2026|Coders' Corner|0 Comments
Hear nationally recognized ICD-10-PCS expert and Libman Education course author Lynn Kuehn, MS, RHIA, CCS-P, FAHIMA, discuss what you need to know about nervous system anatomy when differentiating between cranial and spinal dura and spaces in this free, brief presentation.
By Faye Kelly, RHIT, CCS|2026-03-05T22:43:26-05:00March 5th, 2026|Coders' Corner|0 Comments
I think of the CCS as a Swiss Army Knife, containing within it a broad range of skills and aptitudes and the ability to deploy skills in new ways when necessary. A coding credential, once achieved, is yours to keep. The CCS positions the credential holder for the broadest possible range of coding responsibilities.
By ComplyAIQ™|2026-03-05T09:32:28-05:00March 2nd, 2026|Coders' Corner|0 Comments
For compliance professionals, this guidance reinforces the importance of applying established compliance frameworks—governance, monitoring, auditing, and oversight—to AI-enabled processes, rather than treating AI as outside traditional compliance structures.
By Darin Challacombe, Ph.D., SHRM-CP, Director of Talent Development, Verisma|2026-03-03T09:02:19-05:00March 2nd, 2026|Coders' Corner|0 Comments
With a compliance date of February 16, 2026, 42 CFR Part 2 Final Rule modifies requirements related to patient consent, other uses and disclosures, and SUD counseling notes. Are you in compliance?
By Faye Kelly, RHIT, CCS|2026-03-04T20:15:33-05:00February 26th, 2026|Coders' Corner|0 Comments
Hands-on practice can broaden a coder’s knowledge and experience in preparation for the CCS. Here are two suggestions:
By Juliet Ugarte Hopkins, MD, ACPA-C|2026-03-02T15:56:39-05:00February 25th, 2026|Coders' Corner|0 Comments
Misleading terminology can ripple through care teams, data collection, and patient communication—making thoughtful word choice a key compliance tool.
By Annie Barnaby, CPC, CPCO, CDEO, CRC, CASCC|2026-02-23T21:37:41-05:00February 23rd, 2026|Coders' Corner|11 Comments
From a manager’s point of view, the inclination may be to hire a coder who boasts experience within medical coding. However, the addition of new coders has many advantages as well.
By Paula Akialis, MBA, RHIA, CCS, CPC, CPC-I|2026-02-20T00:05:16-05:00February 20th, 2026|Coders' Corner|0 Comments
With AI handling much of the coding, organizations face a new challenge: ensuring the accuracy and compliance of codes generated by systems that often operate as ‘black boxes.’ The question then becomes: Whom would you rather entrust with the challenge of ensuring your organization’s coding meets your standards?
By Lynn Kuehn, MS, RHIA, CCS-P, FAHIMA|2026-02-18T21:39:46-05:00February 18th, 2026|Coders' Corner, LibmanLightbox|1 Comment
Fusions don't always work. When a previous fusion did not form a solid mass (called a pseudarthosis), fusion needs to be redone to complete the objective. This LibmanLightbox™, by nationally recognized coding authority Lynn Kuehn, MS, RHIA, CCS-P, FAHIMA, focuses on ICD-10-PCS coding refusion of the spine.
By Cheryl A. Cyrus, AS, BGS, RHIT, CPMA, CDEO, CRC|2026-02-19T23:51:12-05:00February 16th, 2026|Coders' Corner|5 Comments
Two essential components—Coding and Audit—must operate in sync to keep the Revenue Cycle running smoothly ensuring clean claims and appropriate reimbursement. Internal audit should be viewed as a process of review and education, not punishment. We are on the same team after all!
By Lynn Kuehn, MS, RHIA, CCS-P, FAHIMA|2026-02-12T21:02:10-05:00February 12th, 2026|Coders' Corner|3 Comments
Use of qualifier J is the biggest challenge I’ve found when teaching spinal fusions. At first glance, it just doesn’t seem to make sense. How can you come from the posterior (back side) of the patient and end up on the anterior (front side) of the spinal column when the spinal cord is in the way?
By Paula Akialis, MBA, RHIA, CCS, CPC, CPC-I|2026-02-05T22:03:06-05:00February 5th, 2026|Coders' Corner|2 Comments
Artificial intelligence (AI) is rapidly becoming part of the medical coding workflow. When organizations ask, “How long does it take to transform a coder into an AI-analyst?” the most honest answer may be: How much time do you have?
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