Q: When abnormal renal function is documented without a clear diagnosis, what clinical indicators should coders review to determine whether a provider query is warranted?
Human immunodeficiency virus is a chronic viral infection with clinical manifestations that can range from an asymptomatic infection to AIDS, the most advanced stage of the disease. Because HIV-related diagnoses carry unique ICD-10-CM coding guidelines, coders must carefully review the medical record to determine whether the documentation supports assignment of HIV disease, asymptomatic HIV infection, or other HIV status, as well as the presence of any HIV-related illnesses.
In today’s healthcare revenue cycle, collaboration between coding teams and CDI professionals is essential for accuracy, compliance, and financial performance. At the center of this collaboration is the DRG validation auditor—a role that ensures documentation integrity and optimizes reimbursement. Jennifer Hagen, BSN, RN, CCDS, CDIP, CCS, outlines how a small hospital system transformed its CDI auditor-coder partnership into a high-impact prebill review process.
Q: How is artificial intelligence being used in healthcare today, and what role can AI play in improving documentation and coding workflows while still requiring human oversight?
Hospitals have had a more complex time attempting to retain fair DRG payment by defending both the documented clinical diagnoses established by the treating provider and the corresponding codes in written appeal. Julie Dagen, RHIA, CCDS, CCS, seeks to address some key aspects of compliant hospital navigation through the rough waters of DRG denials.
Given the rising relevance of encephalopathy, getting a refresher on what the condition is and why it’s relevant to coding and CDI can benefit all professionals no matter their experience level. And because the clinical validation of encephalopathy is not contingent on a lab finding, but a long chain of events that require each link to be well established, organizations are still finding new ways to leverage innovative tactics in order to document it accurately.
Recovery auditors and payers have demonstrated an eagerness to exploit what providers routinely state in the medical record to facilitate additional DRG validation and medical necessity denials. Therefore, knowing what should not be said in a medical record is worth reviewing. To illustrate, Trey La Charité, MD, FACP, SFHM, CCS, CCDS, lists 10 things providers should never be documenting in the medical record.
In December 2023, the Office of the Inspector General published a toolkit for Medicare Advantage organizations who submit high-risk diagnoses, and it announced in January 2026 that an audit will be conducted on high-risk codes that the organizations submitted for 2024. Nancy Reading, BS, CPC, CPC-P, CPC-I, reviews the high-risk codes and emphasizes what to look for in the documentation to support coding practices.
Immunoglobulin G4-related disease is a chronic immune-mediated fibroinflammatory disorder that often manifests with tumor-like masses and/or painless enlargement of multiple organs. Shontia Leon-Guerrero, CPC, CEDC, CEMC, CPC-I Educator, explores the general manifestations of the disease, its signs and symptoms, as well as key documentation tips and a coding scenario.
Insurance companies are increasingly challenging the translation from the medical record to prebill coding, making the financial impact of denials and downgrades one of the most pressing issues facing health systems today. Given the wide-ranging harm occurring from delayed and reduced reimbursement, Dawn Valdez, RN, CCDS, CDIP, highlights how coders and CDI specialists can play a key role in decreasing denials and downgrades as well as successfully disputing these actions.
Coders and billers may struggle to understand what the term medical necessity really means. Unfortunately, these two words can easily lead to misinterpretation and misunderstanding of what needs to be clearly communicated in a variety of healthcare areas. Learn common definitions of medical necessity, report types utilized in inpatient settings, and a query process in case more clinical detail is required. Note : To access this free article, make sure you first register if you do not have a paid subscription.
Addressing the reliability of documentation, coding, and clinical reasoning underlying PSI flags is not simply a clinical safety imperative; it is a strategic business imperative. Priscilla Marlar, MHA, CSSBB, CPHQ, and John W. Cromwell, MD, suggest that achieving high reliability in quality data integrity starts with understanding the nuances of clinical documentation language and how those nuances are translated by CDI and coding teams into hospital billing codes.
From concussions and cerebral contusions to complex intracranial hemorrhages and traumatic brain injuries, major head injuries encompass a wide spectrum of clinical presentations and outcomes. Because of their complexity and potential for lasting impact, complete and compliant ICD-10-CM coding is essential to reflect the full clinical severity of these conditions. Note : To access this free article, make sure you first register if you do not have a paid subscription.
Collaboration can take many forms depending on the needs of an organization, but Leah Ainsworth, BSHIIM, RHIA, CDIP, CCS, CCDS, shows how her department is just one of many to make coding and CDI work hand in hand to create meaningful impacts and ensure accuracy.
Q: What are the most common reasons postpartum hemorrhage is documented and coded inconsistently, and how can coders and clinicians help address these issues?
Trey La Charité, MD, FACP, SFHM, CCS, CCDS, discusses how without some form of a narrative in documentation, hospital coders cannot sequence individual diagnoses. If there is no story provided, records can be rife with opportunity for a recovery auditor or payer to construct an alternative version of what happened during hospital visits, resulting in denials.
Q: What considerations should coders keep in mind when referring to problem lists for determining the principal diagnosis and proper sequencing of all documented conditions in the inpatient setting?
Organizations have become increasingly aware that social determinants of health play a major role in determining health disparities. With this in mind, Kelly Rice, MSHI, BSN, RN, CCDS, CDIP, CCS, CRC, reviews the changes to SDOH for FY 2026 and the response to such changes, explores strategies for continued capture of SDOH, and emphasizes the use of new SDOH ICD-10 codes available.
Failure to rescue is a compelling quality metric because it offers a lens through which healthcare organizations can illuminate, analyze, and improve the rescue zone of patient care. Teresa Brown, RN, CCDS, CCDS-O, CDIP, CCS , shows how this metric can guide meaningful improvement in patient safety and outcomes when coding and CDI professionals help use it thoughtfully.
