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Ensure Medical Device Interoperability with Hospitals’ Legacy Systems

Hospital operators and medical device manufacturers in Europe, the U.S., Canada, and Japan are adopting the new IEEE 11073 SDC (service-oriented device connectivity) standard allowing the transmission of data between medical devices

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Auriga Success Story

Development and support of applications stack for the new ARM-based processors

A semiconductor manufacturer sought Auriga's assistance in creating firmware and drivers for a one-of-a-kind, inventive processor. Download a case study and learn how our client reduced time-to-market one year earlier than planned and gained recognition within the Linux community.

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Featured news

Alarm Fatigue: Medical Device Interoperability for Quiet ICU

Nearly every medical device in modern hospitals is outfitted with an alarm – patient monitors, infusion pumps, ventilators, pulse oximeters, sequential compression devices, beds, and more.

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Case studies
Image Recognition System
Case studies

Image Recognition System

Architecture Design
Cloud Solutions
Data Science
Case studies
Scope

An innovative start-up specializing in mobile and augmented reality (AR) apps development tasked Auriga to develop an image recognition system to be used as a smart context search tool for image data for marketing and e-commerce purposes.

Projects Highlights
  • 3-tier distributed architecture: mobile app, back end to handle image recognition, SQL Server Helper scripts.
  • Image classification, matching and segmentation.
  • Instance distribution management system and load balancer implementation.
  • Aerospike as a NoSQL data storage (~1mln images).
  • Work protocol implementation on top of TCP, UDP.
  • Unit, functional and integration testing.
Achieved Benefits
  • Full cycle of code refactoring of the initial app and deployment in Amazon AWS.
  • Precise real-time image classification, matching and segmentation using SVM, Chamfer Matching, and GrabCut algorithms.
  • Database significant performance optimization, including cluster mode and in-memory mode configuration and adaptation.
Technologies
AWS
C++
Java
NoSQL
Apache Storm
Redis
Zookeeper
Aerospike

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