Congenital heart defects are commonly encountered chronic conditions in pediatric coding and documentation, yet their presence alone does not ensure they are appropriately reported or fully understood within the clinical context of an encounter. Jenny Esper, RHIA, CCS, CDIP, CCDS, tackles the challenges of determining when a CHD is relevant to the admission and whether the documentation accurately reflects its clinical significance for proper coding.
Understanding the clinical findings associated with quadriplegia is an important first step in determining how the condition should be reported. After reviewing the causes and effects of quadriplegia and reportable ICD-10-CM codes for the condition, this article will dive into key physical examination findings and documentation considerations that can help further guide accurate code selection. Note : To access this free article, make sure you first register if you do not have a paid subscription.
With insight from Lynette Byerly, BSN, RN, CCDS, CCS, coders can discover how CDI specialists bridge the clinical world to the realm of coding and reporting, especially when pediatric conditions are not always easily reportable.
Q: When reviewing neurologic cases, what documentation clues, imaging findings, and treatments should coders and CDI specialists look for to identify potential cerebral edema or brain compression diagnoses?
Beyond capturing primary and secondary diagnoses, what goes into a record can hugely impact how a patient is cared for both now and in the future, as well as the trajectory of a community’s health at large. See why it’s essential to go beyond surface-level knowledge and gain a true understanding of how and why SDOH data is important to track, especially for pediatric patients.
Accurate coding for liver failure requires much more than selecting the correct ICD-10-CM code—it demands an understanding of liver function, disease progression, clinical indicators, and documentation nuances. Note : To access this free article, make sure you first register if you do not have a paid subscription.
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.
Q: What are the most common reasons postpartum hemorrhage is documented and coded inconsistently, and how can coders and clinicians help address these issues?
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 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?
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.
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.
Q: Why is it necessary for coders, CDI professionals, and providers to align documentation and coding for substance-related disorders when applying both the DSM-5 and ICD-10? How does this impact risk adjustment and HCC capture?
Coders play a vital role in applying CDI technology standards by guaranteeing that the output of automated tools aligns with compliant coding practices and official coding guidelines. Alba Kuqi, MD, MSHIM, RHIA, CCM, CRCR, CICA, CSMC, CSAF, CCS, CCDS, CDIP, breaks down a framework for selecting, implementing, and maintaining technology solutions that support compliant documentation practices.
As clinical validation becomes an area that payers and regulatory bodies are investigating heavily, the need for steadfast collaboration between coding professionals and CDI specialists has never been greater. TaraJo Vaught, MSN, RN, CCDS, CCDS-O, explores how these two teams can bridge the gaps between them and enhance their clinical validation practices to drive better outcomes across the board.
Operative reports often contain more precise and detailed information than preoperative notes or consent forms, and correctly interpreting those details is essential to assigning the right inpatient procedure codes. Alba Kuqi, MD, MSHIM, RHIA, CCM, CRCR, CICA, CSMC, CSAF, CCS, CCDS, CDIP, provides coders with actionable strategies for reviewing surgical documentation and applying codes.
Many disorders of immunity require ongoing management and often contribute to complications or comorbidities during hospitalization. For inpatient coders, accurately identifying and coding these disorders is crucial, not only to reflect the full clinical picture and support severity of illness and risk of mortality metrics, but also to ensure correct DRG assignment. Note : To access this free article, make sure you first register if you do not have a paid subscription.
Dementia is an umbrella term used to describe a group of progressive neurological disorders that affect memory, cognition, behavior, and the ability to perform everyday activities. Coding professionals must utilize diagnosis documentation, ICD-10-CM codes for both dementia and underlying physiological conditions, and coding tips to ensure that dementia-related diagnoses are captured accurately. Note : To access this free article, make sure you first register if you do not have a paid subscription.
Q: When a diagnosis is clinically evident but not yet documented or there is uncertainty about a cause-and-effect relationship between related conditions, would queries be outlined similarly to other types of queries or include different information?
Q: Are there solutions for having better coding and CDI collaboration? How might this help teams with escalation processes and implementation of AI programs?
Joanne Chopak-Foss, PhD , and Alba Kuqi, MD, MSHIM, CDIP, CCS, CCDS, CRCR, CICA, CSMC, RHIA, CCM , look to prove how CDI professionals and coders can fully realize the value of SDOH documentation and coding in maternal and child health and shift the narrative toward equitable care for new and expecting mothers.
Excluding skin cancer, breast cancer and prostate cancer are the most frequently diagnosed cancers among women and men, respectively. While both diseases originate in gender-specific organs and can range from slow-growing to aggressive forms, their clinical presentation and diagnostic complexity differ—differences that are reflected in how they are medically coded. Note : To access this free article, make sure you first register if you do not have a paid subscription.
Differentiating between acute kidney injury and acute tubular necrosis is particularly critical due to their implications on medical complexity and coding classification, so Alba Kuqi, MD, MSHIM, RHIA, CCM, CRCR, CICA, CSMC, CSAF, CCS, CCDS, CDIP , explores the clinical foundation and diagnostic criteria of AKI and ATN, emphasizing their distinctions and significance for clinical documentation integrity and accurate ICD-10-CM coding.
ICD-10-CM codes for Parkinson’s disease differ based on the primary neurologic diagnosis and any complications or comorbidities involved, as PD can manifest in various forms, each with unique characteristics.
Social issues often get left out of the conversation when providers, caregivers, and patients are busy, stressed, and focused on the immediate problem that occasioned a visit or admission; however, Nicole Nodal-Rodriguez, MSN, RN, CCDS , considers how having SDOH carried through the record can have a trickledown effect on treatment plans, identification of health disparities, and community services.
Psychosis often emerges or is managed in outpatient mental health settings, but it can be coded during inpatient hospital stays due to the acute nature of the condition when it reaches a crisis point. To ensure that this mental health diagnosis receives the same diligence as medical and surgical diagnoses, Nancy Reading, RN, BS, CPC, CPC-P, CPC-I , provides coders with guidance on finding the right codes and resolving documentation conundrums.
The ICD-10-CM classifies deep vein thrombosis with a high degree of specificity based on severity, affected extremity, vein location, and laterality, but without detailed clinical documentation or consistent terminology use, coders may need to query providers often for clarification in order to assign the right code.
Jenny Esper, RHIA, CDIP, CCS, CCDS , and Lizabeth Volansky, BSN, RN, CCDS, RHIA, CDIP, CCS , explore the topic of including references or links to definitions within query notes and how such a practice can enhance documentation and coding.
CMS recently issued a bulletin highlighting new Medicare documentation guidelines and providing additional resources for documentation compliance. Deanne Wilk, MPS, BSN, RN, CCDS, CCDS-O, CDIP, CCS , outlines the key takeaways from this latest guidance and emphasizes how health information, CDI, and coding teams play a role in compliant documentation.
Coders play a crucial role in addressing clinical and coding denials, but they are far from alone in this effort. All HIM professionals are working together to create and implement comprehensive strategies that effectively reduce denials, fostering a unified approach to overcoming these challenges.
