‍Expert Overview

The CIM-10-FR Inpatient Coding Expert enables AI agents to analyze clinical documentation and assign standardized codes using the CIM-10 code set for inpatient episodes across French health systems. It identifies codeable diagnoses and conditions even when documentation is incomplete or ambiguous, using structured analysis aligned with the French adaptation maintained by the Agence Technique de l'Information sur l'Hospitalisation (ATIH) and coding standards applied within the Programme de Médicalisation des Systèmes d'Information (PMSI) for MCO (court séjour) settings.

This expert supports inpatient coding workflows by generating initial code suggestions, validating existing codes, and identifying gaps in clinical documentation across full episodes of care. It reduces manual effort while improving consistency and accuracy. Accurate inpatient coding is foundational for GHM grouping, T2A reimbursement, and regulatory compliance across French public and private hospitals.

By embedding the CIM-10-FR Inpatient Coding Expert into agent workflows, French hospitals and healthcare teams can accelerate inpatient coding processes, reduce administrative burden, and improve the quality of structured data used across downstream systems.

Capabilities

• Analyze inpatient clinical documentation for codeable diagnoses under French PMSI MCO coding standards
• Assign CIM-10 codes in line with ATIH guidelines and French tabular modifications for inpatient episodes
• Validate and suggest diagnosis codes with FR-specific considerations including principal diagnosis, related diagnoses, and severity levels
• Support GHM grouping and T2A reimbursement workflows for inpatient stays
• Enable PMSI MCO reporting and regulatory compliance across French public and private establishments

Example Use Cases

• Automated inpatient diagnosis coding for T2A reimbursement: Generate structured CIM-10 codes from inpatient episode documentation to support GHM grouping and payment under the Tarification à l'Activité system.
• Clinical documentation coding assistance: Suggest principal and related diagnosis codes from unstructured inpatient clinical text for clinical coder review in line with ATIH and PMSI MCO standards.
• Code validation and verification: Check assigned inpatient codes for completeness and consistency with current ATIH coding guidelines and French tabular modifications.
• PMSI MCO reporting and regulatory support: Provide coded outputs that feed into PMSI submissions and satisfy reporting requirements to the ARS and HAS.
• Clinical Documentation Improvement: Identify missing or ambiguous inpatient documentation and suggest appropriate CIM-10 codes to improve coding accuracy, GHM capture, and compliance with French standards.