Tag: healthcare

Healthcare organizations invest heavily in technology and data. Generative artificial intelligence (AI) empowers healthcare organizations to leverage their investments in robust data foundations, improve patient experience through innovative interactive technologies, boost productivity to help address workforce challenges, and drive new insights to accelerate research. This post highlights three examples of how generative AI on HAQM Web Services (AWS) is being used in healthcare and discusses ways to leverage this technology in a responsible, safe way.

The University of Pittsburgh, the University of Illinois Urbana-Champaign (UIUC), the University of California Davis Health Cloud Innovation Center (UCDH CIC)—powered by HAQM Web Services (AWS)—and the AWS Digital Innovation (DI) team have built a prototype that uses machine learning (ML) and generative artificial intelligence (AI) to transform the public health communications landscape by giving officials the tools they need to fight medical misinformation, disinformation, and malinformation.

UK Biobank, the world’s most comprehensive source of health data used for research, needed a purpose-built data platform with compute and data-storage capabilities that provided analysis tools in a centralized environment and the flexibility to manage increasing quantities of data. This led to the establishment and launch of the secure, cloud-based UK Biobank Research Analysis Platform (RAP), which is hosted on HAQM Web Services (AWS). Read this post to learn more about UK Biobank’s journey to becoming a globally accessible dataset for health researchers.

The Association of Schools and Programs of Public Health (ASPPH) — a nonprofit association with a vision for improved health and well-being for everyone, everywhere — partnered with HAQM Web Services (AWS) Professional Services (AWS ProServe) to move their curated data to a managed data lake on AWS. In this blog post, we share how ASPPH and AWS designed and built the data lake and the results of moving to a modern, scalable data architecture.

Healthcare authorities and providers use state-run controlled substance databases (CSDs) to track prescriptions and identify patients for substance abuse. CSDs help evaluate treatment options, screen patients who may be at risk for drug abuse problems, and make informed decisions about prescribing medication. This post explains how healthcare authorities can leverage CSD data to enhance their decision-making processes within business operations by using HAQM Web Services (AWS).

HAQM Rekognition, a code-free automated machine learning (AutoML) service from HAQM Web Services (AWS), showed impeccable diagnostic performance in categorizing various retinal diseases using optical coherence tomography (OCT) scans. This blog post details the steps to use HAQM Rekognition Custom Labels to train a model that categorizes retinal diseases and the process of training and fine-tuning convolutional neural networks (CNNs), the standard deep learning methodology.

Learn how the National Cancer Institute Imaging Data Commons (IDC) team migrated the Imaging Data Commons data to AWS using AWS DataSync. Plus, learn how to get started with IDC data, which is accessible at no cost through the AWS Open Data Sponsorship Program.

Jeff Kratz, vice president of worldwide public sector channels and alliances at HAQM Web Services (AWS), has attended 11 re:Invent conferences and continues to be awestruck by the innovative ideas and value that AWS Partners bring to customers. For those who were unable to attend or watch virtually, Jeff summarizes some of re:Invent 2023’s key partner highlights in this blog post.

The 12th annual HAQM Web Services (AWS) re:Invent conference debuted Innovation Talks—deep dives hosted by AWS thought leaders. Dave Levy, vice president of AWS worldwide public sector, delivered his talk, “Empowering citizens through digital innovation,” on Monday, November 27. Read this blog post to learn more about some of the public sector organizations using the AWS Cloud to improve people’s lives and the world.

Each year, HAQM Web Services (AWS) awards IMAGINE Grants to nonprofit organizations using cloud technology to drive mission-critical impact for their beneficiaries. Learn more about the IMAGINE Grant program and this year’s winners, who were announced today at our re:Invent 2023 conference.