A prognostic study published in the Journal of the American Medical Association raises concerns that AI models designed to predict hospital outcomes may appear far more accurate than they truly are due to a subtle but serious methodological error known as label leakage.
Due to all of the possible scenarios that come with a pregnancy, the reporting of ICD-10-CM diagnosis codes must reveal the specific risks patients have so that procedures, services, and treatments can all be supported. Follow Shelley C. Safian, PhD, MAOM/HIM/HI, RHIA, CCS-P, COC, CPC-I, as she outlines best practices for specifically reporting high-risk pregnancies.
Q: How do ICD-10-CM T codes work together with Z, F, and Y codes to fully capture drug-related conditions, and in what order should these codes be sequenced?
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.
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.
Coding for spinal fusions can be very complex, with many different devices and approach options as well as the procedure requiring more than one code. Terry Tropin, MSHAI, RHIA, CCS-P, walks through the New Technology section of the ICD-10-PCS along with other less common sections to find where appropriate spinal fusion codes can be located.
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.
Correctly coding an aneurysm depends on the type and location, the specific vessels involved, and the presence or absence of associated complications such as ruptures. Each of these elements directly impacts code assignment, making detailed clinical documentation essential to ensure the conditions are accurately represented in the medical record. 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?
CMS announced it is adding 80 new procedure codes to the fiscal year 2026 ICD-10-PCS code set, available for discharges occurring from April 1 through September 30, 2026. This is in addition to the 156 new codes that went into effect on October 1, 2025. Only two codes will be deleted.
The American Hospital Association recently released a report that found patient safety in hospitals and health systems across the nation has continued to improve. It also found that despite caring for a sicker patient population, the focus on safety has led to improved patient outcomes and reduced infections.
Coding for spinal fusions is very confusing, with many different devices and approach options as well as the procedure requiring more than one code. Terry Tropin, MSHAI, RHIA, CCS-P, walks through the Medical and Surgical section of the ICD-10-PCS to find where appropriate spinal fusion codes can be located.
Heart arrhythmias are disorders of cardiac rhythm that occur when the heart’s electrical impulses do not function properly, resulting in rhythms that are too fast, too slow, or irregular. For coders, a strong understanding of arrhythmia types, applicable ICD-10-CM coding considerations, and key provider documentation requirements are needed to support accurate, compliant coding and appropriate HCC capture. Note : To access this free article, make sure you first register if you do not have a paid subscription.
Shelley C. Safian, PhD, MAOM/HIM/HI, RHIA, CCS-P, COC, CPC-I, shows how reporting perinatology procedures with ICD-10-PCS is essential to accurately reflect the complexity, effectiveness, and clinical value of life-altering interventions that correct some congenital anomalies, ensuring they are visible in clinical data, recognized by payers, and supported for continued access and advancement in fetal care.
Q: What is the correct ICD-10-CM coding approach for poisoning cases that include documented manifestations, and how are these cases reflected in code selections and sequencing?
Transcatheter aortic valve replacement is a minimally invasive procedure developed to treat patients with severe aortic stenosis who are considered high-risk or unsuitable candidates for traditional open-heart surgery. Learn from Jane Arbogast-Schappell, CCS, CPC, CCC, CIRCC, as she walks through the procedural coding for both inpatient and outpatient settings.
Review a recent OIG audit which found that Medicare improperly paid $22.7 million to suppliers for durable medical equipment, prosthetics, orthotics, and supplies during inpatient stays from January 2018 to December 2024.
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?
Coding purpura and thrombocytopenia is often more straightforward than coders initially expect, as these diagnoses typically require minimal direction from official guidelines. The real challenge lies in correctly interpreting provider documentation and validating the terminology used. Without close attention to clarifying terms, coders risk misclassification or unnecessary queries. Note : To access this free article, make sure you first register if you do not have a paid subscription.
