AWS for Industries

Tag: medical imaging

Philips Lumify

AWS is How: Philips makes medical diagnostics accessible to more people

About half the world’s population has no access to basic healthcare. There are a number of reasons for this, including poverty, language barriers, and geography. Even in the United States, millions of people—particularly in rural areas—live more than 30 minutes away from the nearest hospital. This makes it difficult for them to get critical care […]

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Variable correlation circle depicting correlation between top 25 features or variables of the fourth and fifth principal components

Training Machine Learning Models on Multimodal Health Data with Amazon SageMaker

This post was co-authored by Olivia Choudhury, PhD, Partner Solutions Architect; Michael Hsieh, Sr. AI/ML Specialist Solutions Architect; and Andy Schuetz, PhD, Sr. Startup Solutions Architect at AWS. This is the second blog post in a two-part series on Multimodal Machine Learning (Multimodal ML). In part one, we deployed pipelines for processing RNA sequence data, clinical […]

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Example visualization of a CT scan, with lung tumor mask overlaid in yellow

Building Scalable Machine Learning Pipelines for Multimodal Health Data on AWS

This post was co-authored by Olivia Choudhury, PhD, Partner Solutions Architect; Michael Hsieh, Senior AI/ML Specialist Solutions Architect; and Andy Schuetz, PhD, Sr. Partner Solutions Architect. Healthcare and life sciences organizations use machine learning (ML) to enable precision medicine, anticipate patient preferences, detect disease, improve care quality, and understand inequities. Rapid growth in health information […]

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