Upgrade & Secure Your Future with DevOps, SRE, DevSecOps, MLOps!

We spend hours on Instagram and YouTube and waste money on coffee and fast food, but won’t spend 30 minutes a day learning skills to boost our careers.
Master in DevOps, SRE, DevSecOps & MLOps!

Learn from Guru Rajesh Kumar and double your salary in just one year.

Get Started Now!

NHSBSA develops machine learning microservices for prescriptions

Source: ukauthority.com

It has taken the services through a proof of concept phase and is now planning to work with Microsoft and Amazon Web Services (AWS) to make them widely available over the next six months.

Chris Suter (pictured) head of digital platforms and innovation at NHSBSA, said it is also looking to further validate the findings and “take full advantage of this solution into other form types”.

The effort was launched early in 2019 as one of a series of concept projects aimed at understanding how artificial intelligence and machine learning can support the health service.

It was focused on prescriptions due the heavy cost of processing, which averages £20 each and amounts to £9.4 billion per year – approximately 10% of NHS costs.

NHSBSA has been working with Microsoft and AWS on the programme, with a focus on the reading accuracy of any solutions, looking for improvements in processes and identifying future use cases. It also placed an emphasis on complying with data governance guidance such as the Caldicott Principles and Code of Conduct for the use of AI in the NHS.

Several stages

So far it has produced microservices for a number of stages of handling prescriptions, including image reprocessing, the extraction of data through machine learning models, validation of the data captured, a data analytics module, and image processing and storage at scale.

This has helped to equip the organisation with a scanning facility, secure cloud platform and the skills to programme and train machine learning models.

Suter said this could be deployed in other processes that rely heavily on paper, including the management of pensions and student bursaries, and that it could be extended into other parts of the NHS.

“One of the key outcomes of this activity is the future potential of the solution we have created,” he said. “Not only will it solve current problems, but it also has been designed to be easily transferable to other paper based scenarios not only in the NHSBSA but potentially within the entire NHS family.”

Related Posts

Cloud Microservices Market Will Hit Big Revenues In Future | IBM, Contino, AWS

Source – https://www.openpr.com/ Latest released the research study on Global Cloud Microservices Market, offers a detailed overview of the factors influencing the global business scope. Cloud Microservices Read More

Read More

The basics of monitoring and observability in microservices

Source – https://searchapparchitecture.techtarget.com/ We examine how monitoring and observability help development teams keep a distributed architecture from coming unraveled by individual failures and performance bottlenecks. Failure is Read More

Read More

Virtual Panel: The MicroProfile Influence on Microservices Frameworks

Source – https://www.infoq.com/ Key Takeaways Since 2018, several new microservices frameworks – including Micronaut, Helidon and Quarkus – have been introduced to the Java community, and have Read More

Read More

Microservices design patterns and tools to watch in 2021

Source – https://searchapparchitecture.techtarget.com/ Building upon years of momentum, architects are well in the swing of transitioning from the monolith to microservices. Here are three of the top Read More

Read More

Mutual TLS: Securing Microservices in Service Mesh

Source – https://thenewstack.io/ The world is moving toward microservices-based applications. Service mesh is emerging as one of the main architectures to deploy and manage microservices environments, because Read More

Read More

DriveNets reels in $208M for its container-based carrier networking platform

Source – https://siliconangle.com/ DriveNets Ltd., a startup developing a software container-based networking platform for carriers, today announced that it has raised $208 million in funding at a Read More

Read More
Subscribe
Notify of
guest
0 Comments
Oldest
Newest Most Voted
Inline Feedbacks
View all comments
0
Would love your thoughts, please comment.x
()
x