Home
>
API Library
>
Medical ICD Code Classification API

Medical ICD Code Classification API

Automated Disease Coding with Precision Integrate our Medical ICD Code Classification API into your healthcare and administrative workflows to automatically standardize medical conditions using the International Classification of Diseases (ICD).
Medical ICD Code Classification API

Arya’s Medical ICD Code Classification API leverages advanced AI to accurately classify any medical condition or disease into its appropriate ICD Code. It transforms narrative descriptions or clinical notes into standardized codes without the need for in-depth medical expertise.

  • Automated Disease Classification: Utilizes cutting-edge AI to convert medical condition descriptions into standard ICD Codes.
  • Top 5 ICD Code Recommendations: Delivers the five most relevant ICD Codes for each condition, enabling comprehensive clinical coding.

This API is perfect for organizations that require reliable and efficient medical coding without relying on manual review by specialized coders.

  • Healthcare Providers & Hospitals
  • Insurance & Reimbursement Systems
  • Health Tech & Digital Health Platforms

Users submit a narrative description of the medical condition or disease.

  • AI Processing: The API analyzes the text using advanced natural language processing (NLP) and machine learning algorithms.
  • Code Recommendation: It returns the top five ICD Codes that closely match the input description.
  • Integration: The structured data output can be seamlessly integrated into your existing health information systems for downstream processing.
25M+
Documents Analyzed
85%
Manual Reviews Eliminated
80%
Document Fraud Reduced

A Smarter Way To AI Adoption

Automated Disease Classification

Utilizes sophisticated AI models to accurately map medical condition descriptions to ICD Codes, reducing manual effort and subjectivity.

Top 5 ICD Code Recommendations 

Provides a ranked list of the five most relevant ICD Codes that closely match the input, empowering users with multiple coding options.

Medical Expertise Integration 

Eliminates the need for specialized medical coders by automating the classification process while still maintaining clinical accuracy.

High Precision Matching  

Ensures precise code matching with rigorous analysis, leading to standardized and consistent disease representation across systems.

Arya APIs Empower Axis Bank to Redefine KYC Workflows

Axis Bank streamlined its KYC workflows with Arya AI’s automated document classification and extraction APIs, achieving a 60-65% reduction in operational Cost
Read more

Real-World Applications

Clinical Billing & Reimbursement

Ensure accurate and efficient billing by automating the conversion of clinical documentation into standardized ICD Codes, reducing errors and claim denials.

Electronic Health Record (EHR) Integration

Enhance the quality of patient records and improve interoperability between healthcare systems by standardizing condition coding.

Medical Auditing & Compliance 

Assist in regulatory audits and compliance checks by providing consistent, accurate disease coding that meets industry standards.

Health Data Analytics & Reporting

Support epidemiological studies and health trend analysis with reliable and standardized data, facilitating better decision-making and policy planning.

Healthcare Providers

Streamline clinical documentation and reduce administrative burdens, allowing staff to focus more on patient care.

Insurance Claims Processing

Streamline the verification of claims by using precise ICD Codes, resulting in faster processing times and reduced administrative overhead.

Why Our Customers Prefer Apex by Arya AI

Plug & Play AI APIs
Ultra Low Latency Output
ISO & GDPR Certified
No Data Storage
Zero Set-up costs
Pay Per Use
eclipse background

Your Vision, Our AI: Endless Possibilities

From automating critical processes to enhancing customer interactions, we do it all!
Explore More

For Developers

Plug-and-play APIs designed for fast integration, minimizing development effort and maximizing productivity.

Detailed Documentation

Comprehensive documentation to simplify integration and implementation.

SDKs & Libraries

Access resources that eliminate the need to build functionalities from scratch.

Interactive Tutorials & Sandbox

Test API functionalities in a risk-free, simulated setting.

24/7 Technical Support

Round-the-clock support so you have assistance whenever challenges arise.

How we drive customer value

Working with Arya.ai has provided MSIG Life with great support. Their AI applications have been integrated into our operations, addressing key challenges with production-ready models that have made a significant impact. Arya.ai's AI capabilities have helped us enhance our processes, improve security, and increase efficiency across our workflows.
Deekshith and his team have been responsive and have assisted us in streamlining our operations and enhancing the customer experience, enabling us to scale effectively.
Michael Kohan
Head of Digital Solutions
5 stars
Our Team is greatly thankful for the Bank Statement Analyser of Arya AI. Before using the bank analyser, we had a hard time converting large statements, passbooks and different formats across various banks into tangible insights. But with Arya now, we can generate a speedy report.
Faria Rose Santiago
Co-founder & CEO
5 stars
Using Arya APIs, we have automated the process of data extraction from KYC submissions as well as Transaction documents along with translation of certain ID proof(s) originally provided in foreign languages, which has greatly eased the operational workload on our team & also saved us on processing time which in turn enhances our overall customer experience.
Vice President Technology
Axis Bank
5 stars
Appreciate the support we got from Arya in seamlessly processing lakhs of API hits daily. Arya team's expertise provided for excellent guidance and recommendations to help improve the process for large scale integrations. We were able to make this go live in record time of nearly a month. The quality of the work and unwavering dedication brought to the table by Deekshith and team is much appreciated.
Shammi Kapoor
SVP Business Operations
5 stars
With Arya’s Face Verification and Passive Face Liveness Detection  API, we’ve improved the security on our FinTech platform for user verification during transactions. Our Vulnerability to fraud due to identification errors has already reduced by 98% within just six weeks of integrating these APIs. This new process has helped us provide an amazing user experience. Kudos to Arya AI team for ground breaking technology that is making a real good impact on our business.
Sagar Singhal
Co Founder & CEO
5 stars
Using Arya APIs, we have automated the process of data extraction from KYC submissions as well as Transaction documents along with translation of certain ID proof(s) originally provided in foreign languages, which has greatly eased the operational workload on our team & also saved us on processing time.
Vice President Technology
Axis Bank
5 stars
+360%
More repayments in past 12 months
Read full story
arrow
Our Team is greatly thankful for the Bank Statement Analyser of Arya AI. Before using the bank analyser, we had a hard time converting large statements, passbooks and different formats across various banks into tangible insights. But with Arya now, we can generate a speedy report.
Faria Rose Santiago
Co-founder & CEO
5 stars
+360%
More repayments in past 12 months
Read full story
arrow
With Arya’s Face Verification and Passive Face Liveness Detection  API, we’ve improved the security on our FinTech platform for user verification during transactions. Our Vulnerability to fraud due to identification errors has already reduced by 98% within just six weeks of integrating these APIs. This new process has helped us provide an amazing user experience. Kudos to Arya AI team for ground breaking technology that is making a real good impact on our business.
Sagar Singhal
Co-founder & CEO
5 stars
+360%
More repayments in past 12 months
Read full story
arrow
Appreciate the support we got from Arya in Seamless processing lakhs of API hits daily. Arya's team expertise provides for excellent guidance and recommendations to help the process for large scale integrations. we were able to make this go live in a record time of nearly a month. The quality of the work and unwavering dedication brought to the table by Deekshith and the team is much appreciated.
Shammir Kapoor
SVP Business Operations, TATA AIG General Insurance
5 stars
+360%
More repayments in past 12 months
Read full story
arrow
Using Arya APIs, we have automated the process of data extraction from KYC submissions as well as Transaction documents along with translation of certain ID proof(s) originally provided in foreign languages, which has greatly eased the operational workload on our team & also saved us on processing time.
Vice President Technology
Axis Bank
5 stars
+360%
More repayments in past 12 months
Read full story
arrow
Our Team is greatly thankful for the Bank Statement Analyser of Arya AI. Before using the bank analyser, we had a hard time converting large statements, passbooks and different formats across various banks into tangible insights. But with Arya now, we can generate a speedy report.
Faria Rose Santiago
Co-founder & CEO
5 stars
+360%
More repayments in past 12 months
Read full story
arrow
With Arya’s Face Verification and Passive Face Liveness Detection  API, we’ve improved the security on our FinTech platform for user verification during transactions. Our Vulnerability to fraud due to identification errors has already reduced by 98% within just six weeks of integrating these APIs. This new process has helped us provide an amazing user experience. Kudos to Arya AI team for ground breaking technology that is making a real good impact on our business.
Sagar Singhal
Co-founder & CEO
5 stars
+360%
More repayments in past 12 months
Read full story
arrow
Appreciate the support we got from Arya in Seamless processing lakhs of API hits daily. Arya's team expertise provides for excellent guidance and recommendations to help the process for large scale integrations. we were able to make this go live in a record time of nearly a month. The quality of the work and unwavering dedication brought to the table by Deekshith and the team is much appreciated.
Shammir Kapoor
SVP Business Operations, TATA AIG General Insurance
5 stars
+360%
More repayments in past 12 months
Read full story
arrow
Working with Arya.ai has provided MSIG Life with great support. Their AI applications have been integrated into our operations, addressing key challenges with production-ready models that have made a significant impact. Arya.ai's AI capabilities have helped us enhance our processes, improve security, and increase efficiency across our workflows.
Deekshith and his team have been responsive and have assisted us in streamlining our operations and enhancing the customer experience, enabling us to scale effectively.
Michael Kohan
Head of Digital Solutions
5 stars
+360%
More repayments in past 12 months
Read full story
arrow
arrow
arrow

A Comprehensive Guide

Everything You Need to Know About Medical ICD Code Classification API

Manual disease coding is a time-consuming and error-prone process, often requiring specialized medical expertise to interpret clinical narratives and assign the correct ICD Codes. Arya’s Medical ICD Code Classification API transforms this process by automating the conversion of textual descriptions into standardized codes, thereby enhancing efficiency and accuracy.

Key Highlights:

Advanced AI Integration

The API uses state-of-the-art natural language processing and deep learning models to understand complex medical descriptions and deliver precise ICD Code recommendations.

Multiple Code Recommendations

Instead of a single output, the API offers the top five ICD Code options, allowing healthcare professionals and systems to review and select the most appropriate match.

Seamless System Integration

With its RESTful architecture and JSON output, the API integrates effortlessly into existing clinical and administrative workflows, supporting both legacy systems and modern applications.

Improved Operational Efficiency

Automating the coding process eliminates manual data entry errors, speeds up billing and reimbursement cycles, and supports compliance with healthcare standards.

Enhanced Data Standardization

By consistently applying ICD Codes to clinical narratives, the API ensures that data is standardized across departments, facilitating better analytics, reporting, and decision-making.

Benefits:

For Healthcare Providers

Streamline clinical documentation and reduce administrative burdens, allowing staff to focus more on patient care.

For Insurers

Enable faster claim processing and reduce the likelihood of errors, ultimately speeding up reimbursement cycles.

For Research Institutions

Standardized datasets enhance the quality of health data analytics, supporting more accurate epidemiological research and policy development.

By integrating Arya's Medical ICD Code Classification API, organizations can revolutionize their disease coding processes, ensuring accuracy, compliance, and efficiency. Whether you're looking to improve clinical workflows, enhance billing accuracy, or support robust health analytics, our API provides the comprehensive solution you need.

Table of Contents

Frequently Asked Questions

How does the API determine the ICD Codes?
Can the API handle complex or ambiguous descriptions?
Is integration into existing systems straightforward?
How is data security and patient confidentiality maintained?
Can this API be used in real-time applications?