Advanced Machine Learning
provides businesses with:
The ability to evaluate system performance and forecast trends to support better decisions
Increased productivity, decreased overhead costs, and optimized resource allocation
A better understanding of enterprise data models and their impact on the organization
Establish an understanding of the existing data model and determine the appropriate ML techniques to evaluate the data.
Analyze data and produce visualizations so that analysts and executives can use their organization’s data to make better decisions.
Train, tune, test, and validate predictive models that can be applied to additional data sets.
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.
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.
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
Technologies We Utilize
Want to Join a Growing Team of
Big Data Veterans?
Join a team that believes in the power
of collaboration and teamwork.
Amida successfully built a proof-of-concept harmonization engine that identifies and intelligently weights the likelihood of duplicate matching patient records.Read full testimonial
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.
This application helps our client maximize the utility of their data assets, eliminating the need to chase charts.Read full testimonial
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.
Amida’s Indaba platform enables our world-wide team of experts to gather research data and supports their efforts to arrive at consensus.Read full testimonial
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.
Amida’s expertise in payer and provider data management enabled their team to complete the mapping with only moderate guidance from my team.Read full testimonial
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.
Amida delivers deep subject matter expertise at the intersection of emerging technology standards.Read full testimonial
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.
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.View Full Testimonial
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.
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.
National Security Professionals & Technologists Call on White House’s CHIPS Council to Secure the Future of America’s Devices
A group of former national security professionals and technologists delivered a letter to the co-chairs of the White House CHIPS Implementation Steering Council.
Three Amida data and cyber solutions are now available on DoD’s Tradewind Solutions Marketplace
Amida Technology Solutions, Inc. announced that three of its capabilities are now available on the Tradewind Solutions Marketplace.
Amida Technology Solutions Recognized by OrangeSlices as Elev8 GovCon Honoree
This select list of Federal Government contractors have been recognized for #doingittherightway.