ICD-O Clinical Terminology Mapper

This pipeline extracts oncological entities from clinical texts and map them to their corresponding ICD-O codes.

The model identifies oncological entities and maps them to the most relevant ICD-O codes, offering a high level of detail, especially concerning body part references. The model also returns the original Topography (site of the tumor) and Histology (tumor characteristics) codes, along with their detailed descriptions. This feature ensures that the coding reflects the specific nature and location of the cancer.

It provides the top terms and resolutions associated with each identified entity, allowing for a comprehensive understanding of the cancer's characteristics and its coding implications.

By facilitating the accurate and granular ICD-O coding, the model significantly improves the precision and quality of oncological clinical documentation.

This model assists in medical billing and coding by providing a solution for accurate and comprehensive coding related to oncology, primarily for billing and insurance purposes. It aids in aggregating and analyzing oncological data for clinical research, leveraging precise and standardized coding. Additionally, it supports healthcare professionals in maintaining detailed and accurate medical records for cancer patients, contributing to improved healthcare documentation in oncology.

IMPORTANT USAGE INFORMATION:

After subscribing to this product and creating a SageMaker endpoint, billing occurs on an HOURLY BASIS for as long as the endpoint is running.

-Charges apply even if the endpoint is idle and not actively processing requests.

-To stop charges, you MUST DELETE the endpoint in your SageMaker console.

-Simply stopping requests will NOT stop billing.

This ensures you are only billed for the time you actively use the service.