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Book a Demo
  • Home
  • CODIO AI
  • Expert Services
    • Medical CodingCertified coding specialists
    • StaffingOn-demand expert coders
    • AuditingCompliance and risk checks
    • CDIDocumentation improvement
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    • BlogsInsights and coding updates
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Medical Coding Blog

Practical guidance on AI-assisted medical coding, CPT and ICD-10 accuracy, claim denial reduction, and revenue cycle management, for coding managers, RCM leaders and health system administrators.

  • All Posts377
  • Coding Rules55
  • Denials & Audits21
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  • Buyer's Guides50
  • AI in Coding142
  • MediCodio News27

What is being denied or recouped, and the coding fix that stops the next one.

Latest article

Flat MediCodio illustration of a claim under a magnifier sorted into one of five trays
Oct 24, 2026Denials & AuditsMedicodio

How to Identify and Prevent Medical Coding Denials

Denial reports often group every adjustment under "coding." Four other root causes hide behind that label, and each one...

Read Article

Denials & Audits

1–12 of 21 articles · Page 1 of 2

  • Denials & AuditsOct 18, 20269 min read

    What Is a Medical Coding Audit Trail?

    A medical coding audit trail links each code to its documentation, rule and reviewer. What it must show, and five checks to run on a vendor's sample chart.

    Denials & Audits
  • Denials & AuditsOct 14, 202610 min read

    How Are CMS Readmission Penalties Calculated for FY2027?

    How CMS calculates FY2027 readmission penalties: the excess readmission ratio, peer group medians, the 3% cap, and the new sepsis measure.

    Medicodio

    Flat MediCodio illustration of two report panels separated by a division sign above a dashed peer group median line
  • Denials & AuditsOct 14, 20269 min read

    Is Downcoding Fraud in Medical Billing?

    Coding lower than the documentation supports isn't safe. Learn when downcoding is just an error, when it becomes fraud risk, and how to code to the record.

    Medicodio

    Flat MediCodio illustration of a full clinical note beside a sparser claim form, with a magnifier over the gap between them
  • Denials & AuditsOct 6, 20268 min read

    Why Do Correctly Coded Claims Still Get Denied?

    A correct code is not a paid claim. How Medicare, Medicaid, Medicare Advantage and commercial payer rules differ, and how to catch conflicts pre-bill.

    Medicodio

    Flat MediCodio illustration of a compliance checklist and shield filtering a claim
  • Denials & AuditsJul 13, 20266 min read

    Healthcare Claims Denial Rates by Specialty: 2026 Benchmarks

    Quick Answer Claim denial rates vary significantly by specialty: surgical specialties 12-22%, ED 10-18%, mental health 10-20%, radiology 8-15%, primary care 6-1...

    Medicodio

    Flat MediCodio illustration representing Healthcare Claims Denial Rates by Specialty for AI medical coding
  • Denials & AuditsJul 10, 20264 min read

    How to Reduce Claim Denial Rates: A Practical Guide for RCM Teams (2026)

    Quick Answer The fastest way to reduce claim denial rates is to fix coding errors before submission. Real-time NCCI, MUE, and LCD/NCD validation on every code s...

    Medicodio

    Flat MediCodio illustration representing How to Reduce Claim Denial Rates for AI medical coding
  • Denials & AuditsFeb 24, 20266 min read

    Reduce Claim Denials in Medical Coding: A Practical Strategy to Improve First-Pass Claim Acceptance

    Learn how to reduce claim denials in medical coding with a practical, prevention-first strategy. Improve first-pass claim acceptance, strengthen compliance, and lower cost-to-collect with structured workflow controls and AI-assisted validation.

    Jessica Miller

    Denials & Audits
  • Denials & AuditsFeb 15, 20267 min read

    72% of claim denials start with coding errors, costing millions. Discover how AI-powered automation can eliminate errors and streamline your revenue cycle.

    72% of claim denials stem from coding errors. Discover how AI-powered medical coding automation reduces denials, accelerates reimbursements, and protects revenue.

    Jessica Miller

    Denials & Audits
  • Denials & AuditsFeb 2, 20268 min read

    ASC Medical Coding with AI Automation: Reduce Denials, Accelerate Billing, and Protect Implant Revenue

    Discover how AI-powered ASC medical coding automation reduces denials, accelerates billing cycles, improves implant revenue capture, and strengthens compliance in ambulatory surgery centers.

    Raj Vaidyamath

    Denials & Audits
  • Denials & AuditsJan 12, 20266 min read

    AI and NCCI Edits: Reducing Claim Denials Before They Happen

    Learn how AI handles NCCI edits to reduce claim denials, ensure coding accuracy, and improve compliance with MediCodio’s real-time solutions.

    Umesh Vaidyamath

    Denials & Audits
  • Denials & AuditsAug 26, 20257 min read

    The Future of Audits, How AI Prepares You for a World of Real-Time Compliance 

    Introduction: Medical audits have always been a vital part of the healthcare industry. They ensure that healthcare providers follow the regulations set by payer...

    Raj Vaidyamath

    Denials & Audits
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Medical Coding Insights from MediCodio

The MediCodio blog covers the practical realities of medical coding, billing, and revenue cycle management. We write for coding managers, CDI specialists, HIM leaders, and RCM executives who need clear, current guidance on ICD-10, CPT, and HCPCS coding, NCCI edits, LCD/NCD compliance, and the coding guideline changes that affect reimbursement.

A growing share of our articles focus on how AI-powered and autonomous medical coding works in practice: where automation improves accuracy and speed, how it reduces claim denials and coding backlogs, and how it works alongside certified human coders rather than replacing their judgment. We aim to cut through vendor hype with grounded explanations you can act on.

Browse the latest posts above, or use the search and category tools to find articles on a specific coding, compliance, or automation topic. New insights are published regularly as CMS rules, payer requirements, and coding technology continue to change.

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