Category: TechStuff
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Implementation of classic machine learning with Dräger
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Large language models (LLMs) are rapidly advancing, enhancing AI’s accessibility and applications in natural language processing, sentiment analysis, and automation. Projects, such as with Dräger, exemplify the successful integration of machine learning in medical settings, despite challenges like data quality. Improving prediction accuracy is crucial for effective clinical decision-making.
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Where to start with Docker – Part 3
This article is Part 3 of a Docker series focusing on container security. It highlights best practices such as using minimal base images, managing secrets securely, running as non-root users, limiting container privileges, and regularly updating base images to minimize vulnerabilities. These practices enhance security, maintainability, and performance of containerized applications.
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Formal architecture verification in practice
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When we want to make sure that our code works as expected, we write tests like unit tests or integration tests to verify that. But these tests can only point out certain errors, they cannot guarantee the absence of errors. Formal architecture verification can do just that, within the boundaries we define. Let’s look at a real…
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Camunda under FHIR
The blog post discusses integrating FHIR data sources within Camunda 8 for process automation in the medical domain. It presents two approaches: a custom job handler using HAPI FHIR and a no-code solution through a Camunda REST connector. Each has its advantages, offering flexibility in handling patient data efficiently.
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Where to start with Docker – Part 2
Explore the essentials of Docker in this hands-on guide. Learn how to install Docker, understand core concepts, build images using multi-stage builds, and optimize containers for deployment. Plus, discover how to push images to registries and explore alternative container tools to enhance your development workflow.
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Where to start with Docker – Part 1
Docker revolutionizes application development by utilizing containers, which package software and dependencies, ensuring consistency across environments. This approach addresses common challenges like dependency management and resource consumption, allowing for faster, reliable delivery. The guide offers insights into Docker’s functionality, practical use, security practices, and its advantages over traditional methods.
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A Technical View on BICEPS as Part of ISO/IEEE 11073 SDC
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The blog post delves into the IEEE 11073:10207 BICEPS standard for Service-Oriented Device Connectivity (SDC), which is essential for medical device communication. It outlines key components like the Participant Model, Communication Model, and Discovery Model, emphasizing the MDIB structure and how devices can interact, synchronize, and manage alarms effectively within a networked environment.
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Handle complex XML Schemas easily with a visual approach for Free
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JSON is widely used for data exchange, but XML remains relevant, especially with the powerful XML Schema features. While popular IDEs like IntelliJ and Visual Studio Code lack free XML Schema visualization, Eclipse offers a solution with its free XML package, allowing effective exploration of complex XSD files.
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A Technical Overview on Service-Oriented Device Connectivity (ISO/IEEE 11073 SDC)
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in biceps, icu, IEEE 11073, interoperability, ISO 11073, mdib, mdpws, medical, medical device, operating room, poc, sdc, silent icuInteroperability in medical environments, particularly in Point of Care (PoC) settings, is hindered by the lack of integration among devices from different vendors, leading to issues like alarm fatigue. The new Service-Oriented Device Connectivity (SDC) standard aims to enhance communication and data exchange between medical devices, ensuring security and dynamic networking.
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Helping is Easy – Giving and Receiving Thanks to Open Source
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In our development process, we mostly use open-source components. However, the source code we develop usually becomes the property of the client at the end of a project and is not being published. Now, through a pro bono project, we were able to give something back and have released a new open-source application: a tourbook…
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