@samjk1901
Decoding healthcare, one code at a time
Dec 15, 2025 · 9 min read · Balancing ICD-10-CM Sequencing Accuracy and Production Throughput in Radiology Coding Simulations Explore how simulation-based training in diagnosis code sequencing, NCCI edit resolution, and HCC capture optimization builds production-level coding co...
Join discussionDec 12, 2025 · 8 min read · Mastering HCC Risk Adjustment and ICD-10-CM Sequencing in High-Acuity Emergency Department Scenarios Learn how to navigate hierarchical condition category mapping, diagnosis code sequencing, and denial management workflows within a simulated emergenc...
Join discussionDec 11, 2025 · 12 min read · How I Navigated ED Observation Coding and HCC Risk Adjustment Under Audit-Ready Standards A first-person account of translating emergency department chest pain evaluation into compliant diagnosis coding, MS-DRG assignment, and HCC risk adjustment ins...
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