AI Challenge - Automated Medical Coding
Use Case Description
This is a real time use case for home health care organization. Clinical coding is indeed a complex task. It takes much time to do the process manually. Medical coding is also prone to errors due to incompleteness in a patient’s data, lack of coding expertise, or data entry errors. AI technology (Natural Language Processing) has a potential to assigning clinical codes on the basis of patient notes.
Usecase can be mapped as below:
- User enters patient notes in UiPath Apps.
- This notes are added in Data Service.
- ICD codes are assigned to this notes using language classification model from AI center.
- This assigned codes are reviewed by medical coder in UiPath Action Center.
- If it is approved, data is then entered in legacy application by Robot.
This is a AI usecase with human in a loop for verification in action center.
AS-IS WORKFLOW, TO-BE WORKFLOW
Other information about the use case
Industry categories for this use case: Healthcare Pharma, Other Sector
Skill level required: Advanced
UiPath Products that were used: UiPath Studio, UiPath Action Center, UiPath AI Center, UiPath Apps, UiPath Data Services
Other applications that were used: Legacy Application.
Other resources: -
What is the top ROI driver for this use case?: Accelerate growth and operational efficiency