AWS for Industries
Category: Healthcare
No-Code ML Approach to Predict Heart Disease with Amazon SageMaker Canvas
Build accurate predictive models for early disease detection, as demonstrated through a heart disease prediction use case that transformed complex medical data into actionable insights without requiring coding expertise.
AWS for Healthcare at ECR 2025: Advancing Sustainable Medical Imaging
AWS is heading to Vienna for the upcoming European Congress of Radiology (ECR) 2025 February 26-March 2. Aligned with this year’s congress theme of “Planet Radiology,” AWS will showcase how cloud technologies can help transform medical imaging while supporting sustainability in healthcare. Built for Breakthroughs: AWS’ Sustainable Innovation in Medical Imaging ECR 2025’s focus on […]
Examine genomic variation across populations with AWS
Understanding genomic variation across populations is critical for advancing precision medicine and evolutionary research, but analyzing large datasets can be complex and resource intensive. Amazon Web Services (AWS) provides scalable tools to simplify this process enabling efficient and insightful analysis across diverse genetic data. Introduction The 1000 Genomes Project is a landmark international research initiative […]
Life Sciences and Healthcare Predictive Analytics with Amazon SageMaker Canvas
Artificial intelligence and machine learning (AI/ML) are revolutionizing the Life Sciences and Healthcare industries, from drug discovery and development to patient care. These technologies help to understand disease biology, to accelerate therapeutic discoveries, to optimize resource allocation, and to reduce quality issues, potentially saving lives and reducing healthcare costs. However, building production-grade ML pipelines from […]
Building a serverless cloud-native EDI solution with AWS: Part 2
Adoption of electronic data interchange (EDI) in healthcare continues to improve the efficiency of electronic claims processing. However, organizations (like the American Medical Association) see an ongoing need to simplify healthcare EDI to make it easier for physicians and reduce uncertainty for patients. Historically, implementation of EDI required complicated or monolithic legacy systems. To combat […]
Revolutionizing Real-World Evidence: How Generative AI Can Simplify Data Exploration
Real-World Evidence (RWE) is a domain in which new medical evidence is generated based on data from healthcare and other health services from “the Real World”, compared to clinical trials which are controlled and from specific medical evidence generation. This domain is an evolution of HEOR (Health Economic and Outcome Research) and is particularly inspired by […]
AstraZeneca fine-tunes genomics foundation models with Amazon SageMaker
Understanding the human genome is a massive undertaking. The compute power and tools needed alone are staggering, but could be worth untold discoveries. AstraZeneca’s Centre for Genomics Research (CGR) leads the company’s Genomic Initiative on a global scale, with the ambitious goal of analyzing up to two million genomes by 2026. Through this integrated analysis […]
Healthcare and Life Sciences: Top 10 announcements from AWS re:Invent 2024
Technological breakthroughs don’t just happen—they’re carefully orchestrated through purpose-built tools, strategic innovations, and a deep understanding of industry-specific challenges. At AWS re:Invent 2024, healthcare and life sciences customers explored how the latest innovations in generative AI and machine learning (ML) can transform how we approach medical research, patient care, and scientific discovery. In the weeks […]
Health eCareers: revolutionizing job searches with generative AI on AWS
In a rapidly evolving healthcare job market, finding the perfect role can be overwhelming. Health eCareers, a premier job board for healthcare professionals, is changing the game with a new AI-driven search experience. This blog explores how Health eCareers built high-impact, production-ready AI workloads on Amazon Web Services (AWS) to make job hunting faster, smarter, […]
Personalizing gamified diabetes education for children with Amazon Bedrock
Learning that your child will be impacted by diabetes for the rest of their life is hard, and teaching them how to manage the condition in a fun and productive way adds difficulty. Generative artificial intelligence (AI) now provides an opportunity to enhance educational games to be intuitive, informative, and engaging. We’ll provide details on […]