AI, ML, and NLP Data Solutions

Advanced Machine Learning
provides businesses with:

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Improved accuracy, efficiency, and speed of data preparation for advanced analysis

Evaluate system performance and forecast trends that support better business decisions

Increased productivity, decreased overhead costs, and optimize resource allocation

Create or upgrade enterprise information models and data catalogs

How We Approach
AI, ML, and NLP

Start Working With Our Experts

Streamline data and metadata pipelines

Design and implement data preparation protocols for ingestion by AI/ML tools

Train, tune, test, validate, and deploy models

AI, ML, and NLP Success Stories

NLP-based analysis for predictive policy changes

The policies of a U.S. federal agency are driven by the laws enacted by Congress. Amida helped to research how a Natural Language Processing (NLP)-based analysis can predict policy changes that depend on enacted laws. This research has potential applications in various other fields where new legislation can lead to unforeseen effects on policies.

Doctor wearing a mask holding medical results while consulting with a masked patient

Semantic Similarity Engine

A Service Treatment Record (STR) chronicles a Veteran’s health history. When a Veteran submits a list of medical issues with their claim, a Veteran service representative must review the entire STR archive to find in-service events associated with the claim. We used NLP to identify the occurrence of medical problems efficiently and reliably from in-service events in STRs. Our Semantic Similarity Engine (SSE) can map claimed problems to in-service events, which reduces both incorrect decisions and the time required for the distribution of benefits to Veterans.

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Download Our AI/ML/NLP Brochure

Your Team of Experts in
AI, ML, and NLP

Descriptive and predictive analytics
Business models and rules engines
Data integration
Data curation and refinement
Data quality
Metadata management
Anomaly detection and remediation

Discover Our Expertise

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Technologies We Utilize

ML/NLP Frameworks

Programming Languages

Visualization Tools

Libraries

Talk To Our Experts

Discover. Transform. Integrate.

Beyond AI, ML, and NLP Solutions

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Blue Button

With one click of the “Blue Button,” an individual can download all the data that a healthcare organization has about them.

HL7 FHIR

HL7 FHIR (Fast Healthcare Interoperability Resources) is the industry-leading platform specification for health data exchange.

Open Source

Open source infrastructure has many advantages, including: easier customization, better interoperability, greater base of service providers, superior cybersecurity, and lower total cost of ownership.

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Clinical Quality Measures

Many healthcare payers and providers are unable to leverage their data to improve quality of care.

Health Informatics

Amida is a leader in health informatics and data analytics.

Cybersecurity

Amida has a distinguished track record of cybersecurity innovation and business operations.

Hardware Trust

Complex electronic systems are assembled using components and processes from entities all over the world.

Want to Join a Growing Team of
Data Experts?

Join a team that believes in the power
of collaboration and teamwork.

Explore Career Opportunities

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Clients’ Feedback

Amida successfully built a proof-of-concept harmonization engine that identifies and intelligently weights the likelihood of duplicate matching patient records.
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Amida successfully built a proof-of-concept harmonization engine that identifies and intelligently weights the likelihood of duplicate matching patient records. Reducing fragmentation and ensuring providers have access to a comprehensive health profile goes a long way in improving the overall quality of patient care.

Bo Dagnall
Chief Technologist and Strategist, Provider Segment (VA, DHA, Digital Health)

Clients’ Feedback

This application helps our client maximize the utility of their data assets, eliminating the need to chase charts.
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Amida helped us roll out a simple-to-use tool that enables us to search our client’s massive inventory of Continuity of Care Documents (CCDs) quickly, dramatically reducing the time needed to build HEDIS scores. This application helps our client maximize the utility of their data assets, eliminating the need to chase charts. The outcome is lower costs and better care.

Russ Thomas
CEO

Clients’ Feedback

Amida’s Indaba platform enables our world-wide team of experts to gather research data and supports their efforts to arrive at consensus.
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Amida’s Indaba platform enables our world-wide team of experts to gather research data and supports their efforts to arrive at consensus. The platform consolidates our research data into a common structure, enabling us to methodically conduct our evaluations and produce high quality and compelling findings.

Laura Neuman
Director, Rule of Law Program

Clients’ Feedback

Amida’s expertise in payer and provider data management enabled their team to complete the mapping with only moderate guidance from my team.
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Unifying our transactional claims systems required complicated data mapping. Amida’s expertise in payer and provider data management enabled their team to complete the mapping with only moderate guidance from my team, freeing us to work in parallel on the parts of the project where our focus was needed.

William Walders
Chief Information Officer

Clients’ Feedback

Amida delivers deep subject matter expertise at the intersection of emerging technology standards.
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Amida delivers deep subject matter expertise at the intersection of emerging technology standards, such as FHIR, and evolving regulations, such as the ONC and CMS interoperability and patient access rules. Leveraging their expertise, we’re able to deliver superior products to our state Medicaid partners. Amida developed custom FHIR servers in one-third the time it would have taken our developers. In addition to their role as FHIR subject matter experts, they guided our database and ops teams towards more agile operating procedures, something we’re been striving to do internally for years.

Sashi Ravipati
Senior Vice President – Architecture & ETS

Clients’ Feedback

Amida helped the NYS OMH to successfully deploy the VA’s open source EHR/EMR (VistA) across its 24 inpatient psychiatric hospitals and hundreds of clinics throughout the State.
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Amida helped the New York State Office of Mental Health to successfully deploy the VA’s open source EHR/EMR (VistA) across its 24 inpatient psychiatric hospitals and hundreds of clinics throughout the State. This was an extremely complex project, and our primary System Integrator (SI) was having difficulty moving the project forward. Amida got the project on track, assisted in managing the vendor, and added tremendous value to the process.

John Norton
Former Acting Deputy Commissioner and CIO

Clients’ Feedback

We value our relationship with Amida and actively seek opportunities to partner for health data services as this level of performance is rare.
View Full Testimonial
The technical quality of Amida’s designs was outstanding, in both formal design deliverables and informal and exploratory technical discussions. The high quality of their work, coupled to the business and technical integrity of their team, enabled MedicaSoft to deliver excellent public sector health IT applications with confidence. We value our relationship with Amida and actively seek opportunities to partner for health data services as this level of performance is rare.

Mike O’Neill
CEO

Resources on
Data Management

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AI, ML, and NLP

Advanced Machine Learning
provides businesses with:

Improved accuracy, efficiency, and speed of data preparation for advanced analysis

Evaluate system performance and forecast trends that support better business decisions

Increased productivity, decreased overhead costs, and optimize resource allocation

Create or upgrade enterprise information models and data catalogs

How We Approach
AI, ML, and NLP

Streamline data and metadata pipelines

Design and implement data preparation protocols for ingestion by AI/ML tools

Train, tune, test, validate, and deploy models

AI, ML, and NLP Success Stories

NLP-based analysis for predictive policy changes

Semantic Similarity Engine

Your Team of Experts in
AI, ML, and NLP

Technologies We Utilize

Beyond AI, ML, and NLP Solutions

Blue Button

HL7 FHIR

Open Source

Clinical Quality Measures

Health Informatics

Cybersecurity

Hardware Trust

Want to Join a Growing Team of
Data Experts?

Resources on
Data Management

Increasing IJTAG Bandwidth and Managing Security through Parallel Locking-SIBs

Making it Harder to Unlock an LSIB: Honeytraps and Misdirection in a P1687 Network

White Paper on Microelectronics Supply Chain Security

Headquarters

Regional office

AI, ML, and NLP

Advanced Machine Learning provides businesses with:

Improved accuracy, efficiency, and speed of data preparation for advanced analysis

Evaluate system performance and forecast trends that support better business decisions

Increased productivity, decreased overhead costs, and optimize resource allocation

Create or upgrade enterprise information models and data catalogs

How We Approach AI, ML, and NLP

Streamline data and metadata pipelines

Design and implement data preparation protocols for ingestion by AI/ML tools

Train, tune, test, validate, and deploy models

AI, ML, and NLP Success Stories

NLP-based analysis for predictive policy changes

Semantic Similarity Engine

Your Team of Experts in AI, ML, and NLP

Technologies We Utilize

Beyond AI, ML, and NLP Solutions

Blue Button

HL7 FHIR

Open Source

Clinical Quality Measures

Health Informatics

Cybersecurity

Hardware Trust

Want to Join a Growing Team of Data Experts?

Resources on Data Management

Increasing IJTAG Bandwidth and Managing Security through Parallel Locking-SIBs

Making it Harder to Unlock an LSIB: Honeytraps and Misdirection in a P1687 Network

White Paper on Microelectronics Supply Chain Security

Headquarters

Regional office

Advanced Machine Learning
provides businesses with:

How We Approach
AI, ML, and NLP

Your Team of Experts in
AI, ML, and NLP

Want to Join a Growing Team of
Data Experts?

Resources on
Data Management