HCC risk adjustment coding software

You work hard to serve complex populations. Boost your HCC risk adjustment coding accuracy with AI and get the reimbursements you deserve.

 
 
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Disease Discovery, because…

You need more than just recapture

Relying on recapture alone for HCC risk adjustment coding inevitably leads to missed RAF scoring opportunities and incomplete documentation. While many EHRs offer basic recapture tools, these solutions often fall short—especially for new patients or those with progressive conditions such as diabetes, where ongoing complexity is frequently overlooked.

ForeSee Medical’s risk adjustment software with advanced artificial intelligence goes far beyond recapture. Our disease discovery engine identifies conditions that traditional tools miss, surfacing new, clinically relevant suspects that drive accurate HCC risk adjustment coding. In fact, in one high-performing organization, disease discovery uncovered four times more new conditions than recapture alone during annual wellness visits—creating significant opportunities for RAF score improvement and optimized reimbursement (see our case studies).

For organizations engaged in value-based care, disease discovery isn’t just about revenue. It ensures risk adjustment coding is aligned with high-quality care, patient needs, and long-term financial sustainability.

 
 
 
 

A sample of EHRs we integrate with

 
 
 
 
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it starts here

Disease concepts make your HCC coding easy

Your patients aren’t just HCC codes in a risk category, they’re people who have specific diseases. Our proprietary disease translator maps the 7,903 HCC ICDs to 545 disease concepts within the 115 HCC categories. Our disease detection algorithms are then matched against every patient's chart to accurately identify the patient’s disease burden. Since we know you think in terms of disease concepts, not codes and categories, our disease translator and detection algorithms make incorporating the HCC healthcare model into your risk adjustment easy.

 
 

unlock the data

We understand how you speak

You know that providers don’t all “speak the same way”, and we agree, so we built our natural language processing (NLP) engine on a machine learning platform to accommodate the wide variation of medical notation terminology. Your clinical notes (unstructured data) are “read” by our engine, it extracts the patient chart information, codifies it (structured data), and creates a longitudinal patient record.

 
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in this case, we…

Don’t break the rules

As our HCC risk adjustment software processes your patient data, Risk Adjustment Rules - Hierarchies, Interactions and Counts are incorporated into scoring calculations. When the NLP engine processes clinical notes M.E.A.T. section headers are recognized and data extractions are weighted accordingly.

 
 
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be amazing

You’re in control

A clinical decision support message appears when data in the patient chart matches a disease detection algorithm. Suspected condition recommendations are presented with their rationale, relevance ratings, and InstaVu® links back to the chart evidence. You decide when the clinical decision support is applicable and determine the final disease burden of each patient. ICD code recommendations related to HCC diseases are based on a machine learned X-walk. Just choose the HCC code and our HCC medical coding software correlates it with the appropriate HCC category.

 
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EHR and device harmony

Anyplace, anytime

We’ve adopted the integration and interoperability standards used by the overwhelming majority of major electronic health record systems, so integration is easy. Choose your device, and our cloud-based HCC Medicare risk adjustment advice is where you want it, when you need it. Still like paper? Just print our support documentation matched to your daily schedule. 

 
VBC strategies
 

Effortlessly Aligns With

Your Value-Based Care Strategy

ForeSee Medical’s HCC risk adjustment coding software is built to integrate seamlessly with today’s leading value-based care models—including Medicare Advantage, MSSP ACOs, ACO REACH (including High Needs Population ACOs), and the new ACO Primary Care Flex (PC Flex) model—while also supporting advanced specialty programs such as CMS kidney models (e.g., Kidney Care Choices) for nephrology groups and oncology value-based arrangements like CMS’s Enhancing Oncology Model (EOM) and other OCM-inspired contracts.

 
 

Get the answers you need

Questions about our HCC risk adjustment coding software, features, pricing, or anything else?

 
 

ForeSee’s HCC coding software includes an innovative InstaVu® feature that enhances user experience by providing actionable links. These links are designed to trace the evidence directly back to the patient's chart. What sets InstaVu® apart is its capability to include data that has been extracted from text notes, specifically in PDF format.

This advanced functionality ensures that users can effortlessly navigate to the precise page of the original supporting documents. In these documents, the relevant information about the disease is conveniently highlighted on the screen for easy reference. This seamless integration aims to streamline risk adjustment coding workflows and improve the accuracy of information retrieval.

 
 
hcc risk adjustment coding software

What NLP does for you

Chart abstraction using Natural Language Processing (NLP) is a must have feature for HCC disease discovery. Structured data like Claims or CCDAs / FHIR APIs may help to determine disease burden but they give you just a partial glimpse into the medical record. What is HCC coding when 70-80% of the pertinent patient data like encounter notes or discharge summaries (unstructured data) are buried in text (PDF) format? Our unique combination of medical machine learning and risk adjustment rules delivers industry leading NLP accurate risk scores. The ForeSee ESP risk adjustment software system is customizable and always learning, since no two providers speak the exact same way. We are able to screen how our NLP would perform with your medical group and customize the system when necessary.

 

Can your NLP do this?

In medical notation, a clinical concept may be documented in a variety of ways. Sometimes the concept is documented but associated with a negation term, in those cases it’s not part of the patient's chart. The NLP engine of your HCC risk adjustment coding software must be able to support a diverse set of clinical terms, sometimes all for the same root clinical concept, and all forms of negation. Here’s some examples of a range of phrases that a provider may utilize for the concept breast cancer, and how some trigger words can negate the concept.

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We’d love to talk to you

We’re here to help give you the information you need to make the right decision for your organization. Whatever size your business, our risk adjustment software might just be the right fit.

 
 
 
 
 
 

Case Study

Can a team of certified risk coders discover disease suspects and code faster and more accurately than a ForeSee software user? We tested the speed difference, see what it was.

 
 

A bit more about HCC coding and risk adjustment solutions