During April and May of 2024 the Semiring team participated in the VA AI Tech Sprint and passed all three gates as a finalist!
The challenge included 3 gates with growing complexity for NLP and AI processing medical faxes or reports in TIFF or PDF format. The tasks included to receive a batch of documents not seen before and extract the contained information, mapping it to databases and other information sources, generating a summary paragraph, and linking the terminology to approved Knowledge Graphs and terminological databases. The challenges at every gate included an previously unspecified number of documents and file formats.
Ten years ago, the U.S. government took a significant step forward, pushing for the widespread adoption of electronic health records to enhance patient care and streamline healthcare operations. This transition digitized a wealth of invaluable information that could potentially revolutionize patient treatment. But there’s a catch. 🚑💻
The treasure trove of data within these electronic health records often lies dormant due to the complexity of the medical jargon and abbreviations used in doctors’ notes. Unleashing the full potential of this data has been a formidable challenge. Extracting relevant information necessitates training multiple machine learning models, and these models often struggle to generalize across different hospitals. Each model requires painstaking labeling by domain experts, an arduous and costly process.
We are extremely proud and thrilled to report that our team has been selected to participate in the AI and Networks Advanced Naval Technology Exercise (AINet ANTX) AI Prize Challenge!
The Government selected our team’s proposal ISeaGR System based on the evaluation criteria outlined in the solicitation on challenge.gov.
“Project Overmatch is a high priority Department of the Navy initiative to deliver a more lethal, better-connected fleet of the future by connecting manned and unmanned platforms, weapons and sensors together in a robust Naval Operational Architecture that integrates with Joint All-Domain Command and Control for enhanced Distributed Maritime Operations.
Semiring Team members participated at the NSINDIA 2021 Accelerator by FedTech working on a commercialization plan for IP from NSWC Crane labs.
The product has been called DanD-E-Lion
From the NSIN post:
“Meet DanD-E-Lion, a 2021 NSIN Defense Innovation Accelerator (DIA) team made up of entrepreneurs and scientists located in Bloomington, Indiana and Columbus, Ohio. The team members have deep experience in AI, Natural Language Processing (NLP), Data Science, large systems software engineering, high-performance/high-accuracy cloud, on-premises, and edge computing. DanD-E-Lion is a technology for data and text pre-processing to enable and speed up the generation of results for Data Scientists and Analysts who are confronted with time-consuming and costly data processing.”
Times: 9 AM to 6 PM, full day in person event with virtual components
The registration is for free. There will be free snacks, lunches, and drinks provided by the sponsors of the event.
This event will cover panels with representatives from Academia, Industry, Defense, and various for- and not-for-profit organizations. A lot of AI and Natural Language Processing, Computer Vision, Speech Processing companies and startups will be present! Presentations from researchers at the Naval Surface Warfare Center, NSWC Crane will present their technologies and applications.
We made a decision early on to focus on Rust as our core programming language for Microservices and RESTful API services. We continue to fully support Go, and our libraries and services are accessible from Python, C, C++, Java, JavaScript, and other programming languages and environments. But Rust is definitely ideal for our core Natural Language Processing (NLP) technologies and libraries.
Crossroads is Indiana’s biggest and only statewide pitch competition. The Mill is hosting the competition this year. See for more details the blog page.
Semiring provides Natural Language Processing and AI technologies, content to Knowledge Graph mapping, and deep semantic analytics. Mapping structured and unstructured data to high-quality Knowledge Graphs is our speciality, and reasoning based on these knowledge representations. Our technologies create valuable business advantages in the Health sector, in business decision processes, or in Public Safety and National Security.