AWS Public Sector Blog

Category: Public Sector

Predicting diabetic patient readmission using multi-model training on Amazon SageMaker Pipelines

Diabetes is a major chronic disease that often results in hospital readmissions due to multiple factors. An estimated $25 billion is spent on preventable hospital readmissions that result from medical errors and complications, poor discharge procedures, and lack of integrated follow-up care. If hospitals can predict diabetic patient readmission, medical practitioners can provide additional and personalized care to their patients to pre-empt this possible readmission, thus possibly saving cost, time, and human life. In this blog post, learn how to use machine learning (ML) from AWS to create a solution that can predict hospital readmission – in this case, of diabetic patients – based on multiple data inputs.

Singapore’s OneNUHS App uses AWS to help patients take ownership of their health

Singapore’s National University Health System (NUHS) collaborated with Integrated Health Information Systems (IHiS), Singapore’s technology agency for the public sector, to develop the OneNUHS App. The mobile healthcare application extends healthcare services beyond the hospital, providing telehealth services like video consultations with doctors and more. To accelerate time-to-launch, save costs, and support reliable access for Singaporeans, the OneNUHS app uses AWS.

NASA and ASDI announce no-cost access to important climate dataset on the AWS Cloud

To assist the science community in conducting studies of climate change impacts at local to regional scales, NASA created the NASA Earth Exchange (NEX) Global Daily Downscaled Projections (GDDP) dataset, or NEX-GDDP-CMIP6. This dataset is expected to enhance public understanding of possible future climate patterns at the spatial scale of individual towns, cities, and watersheds. It provides a set of global, high resolution, bias-corrected climate change projections that can be used to evaluate climate change impacts on processes that are sensitive to finer-scale climate gradients and the effects of local topography on climate conditions. As part of the Amazon Sustainability Data Initiative (ASDI), this dataset is available at no cost on the Registry of Open Data.

AWS and Project Kuiper to support the US military’s Hybrid Space Architecture project

Whether on land, in air, or at sea, having connectivity and access to information in the field is critical for the US Department of Defense (DoD). Satellite communications systems provide the DoD with critical capabilities—from delivering satellite imagery to enabling communications—that support military users operating around the globe. Now, as part of a new DoD research and development effort, AWS and Amazon’s Project Kuiper will help shape the future of global, ubiquitous, and secure internet connectivity throughout the space domain for the United States and its allies.

Reimagine what’s possible for the public sector at re:Invent 2022 — Register now

At this year’s annual re:Invent event from November 28 to December 2 in Las Vegas, you can dive deep on new innovations in the cloud, connect with public sector peers, and discover new solutions to your challenges with AWS. This year, there are more public sector specific content and opportunities for hands-on learning than ever before. Discover what public sector customers have to look forward to at re:Invent 2022, and register your spot today.

Generating program-defining insights in seconds for child, adult, senior, and military services

Easterseals, DC MD VA is a multifaceted nonprofit organization with the goal of enriching lives and expanding opportunities for children and adults in the Washington DC, Maryland, and Virginia (DMV) area, including people with disabilities and military backgrounds. With support from our account team at AWS, Easterseals established a data lake to better understand and define the impact our organization has on its participants with the overarching goal of empowering all people to to achieve their potential and live meaningful lives.

How Nomad uses Amazon IVS to scale public court livestreams

According to the United States Constitution, public access to judicial proceedings is a right covered by the First and Sixth Amendments. To make hearings visible to the public, even when in-person attendance is limited, state and local governments are beginning to mandate many court proceedings be live streamed, often with a very short window to do so. The cloud-native media and asset management platform Nomad, which is built on AWS, helps governments implement scalable live streaming capabilities quickly and simply.

Enhance the citizen experience with deep learning-powered suggestions

Citizens want to report issues to their local governments in a fast and simple manner and not have to worry about identifying the right government agency or phone number—for instance, if a fire hydrant is broken, or a road sign has fallen over. In this blog post, learn how to set up a solution with AWS deep learning services that creates a fluid experience for reporting and addressing these issues.

4 global skills trends shaping workforce development

In June 2022, AWS Partner Coursera launched the annual Global Skills Report, an in-depth look at the state of skills globally. The Global Skills Report draws data from 100 million learners in more than 100 countries who have used Coursera, a global online learning platform, to develop a new skill during the past year. Building on the findings from the Global Skills Report, the following are four skills trends that workforce development leaders, like those in state and local government and education, should keep in mind as they strive to build an inclusive and competitive workforce.

Visualize data lake address datasets on a map with Amazon Athena and Amazon Location Service geocoding

Many public sector customers in government, healthcare, and life sciences have data lakes that contain addresses (e.g., 123 Main Street). These customers frequently ask how they can quickly visualize these addresses on a geographic map to get a more intuitive understanding of how these addresses are distributed. In this post, learn how to use Amazon Athena and Amazon Location Service to perform ad hoc geocoding on an example dataset and visualize these geocoded addresses on an Amazon QuickSight map.