Analytics and AI/ML use cases

Quality metrics reporting icon
Quality metrics reporting
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Operational optimization icon
Operational optimization
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Health and disease prediction icon
Health and disease prediction
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Population health icon
Population health
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Health datasets icon
Health datasets
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Quality metrics reporting

Quality metrics reporting icon

AWS and AWS partners help healthcare organizations deploy analytics tools to improve the quality of care provided to patients, report on process and outcome metrics, while complying with regulations.  Go to Solutions Library.

Reveleer

Reveleer enhances value-based care with AI-powered healthcare analytics on AWS.

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Amazon Redshift Data Vault

Modernize your healthcare clinical quality data repositories with Amazon Redshift Data Vault.

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Munich Leukemia Lab (MLL) logo

Munich Leukemia Lab (MLL) partners with the Amazon Machine Learning Solutions Lab (MLSL) and Mission Solutions Team (MST) to create an automatic leukemia diagnosis pipeline leveraging machine learning and the knowledge of subject matter experts at MLL.

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AWS Marketplace offers a curated catalog of healthcare analytics solutions that speed the discovery, visualization, and sharing of data and insights.

Operational optimization

Operational optimization icon

Solutions for operational optimization put efficient operations at the heart of the healthcare organization to help drive down healthcare costs and waste. AWS and AWS Partners help organizations optimize assets and utilization while also supporting quality and safety standards, leading to transformative results in operational efficiency. 

How healthcare organizations use generative AI on AWS to turn data into better patient outcomes.

How healthcare organizations use generative AI on AWS to turn data into better patient outcomes.

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Cambia Health Solutions logo

Halodoc improved its application performance by 20% and lowered costs by migrating to AWS Graviton3–based instances.

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CBI Health

CBI Health increased migration speed by 40% and reduced costs by 60% with AWS.

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3M Health Information Systems logo

Solventum™ CDI Engage One™ uses advanced artificial intelligence (AI) and natural language understanding (NLU) technology to embed proactive clinical intelligence into front-end and back-end workflows for physicians and CDI teams. 

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Deloitte logo

"Developed within Deloitte's Health Care Consulting practice, Care Intellect is a provider performance improvement analytics solution that is designed to manage variations across patient encounters, integrating leading evidence-based practices to improve patient outcomes and discover related cost-saving opportunities."

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AWS Marketplace offers a curated catalog of healthcare analytics solutions that speed the discovery, visualization, and sharing of data and insights.

Health and disease prediction

Health and disease prediction icon

Health risk modeling is shifting healthcare towards one that is more proactive and preventative. With AWS and AWS Partner solutions, clinicians and scientists can quickly analyze data pipelines across different systems, store petabytes of data, and share results with global collaborators to generate risk prediction models and risk scores to improve disease prediction and support preventative health. 

6 ways AI is transforming healthcare: from detecting infectious diseases to picking up on mental stress early.

6 ways AI is transforming healthcare: from detecting infectious diseases to picking up on mental stress early.

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Precision medicine

Powering precision medicine and proactive care with AWS.

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Cerner logo

Jacaranda Health scales equitable maternal and newborn health using AWS.

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Change Healthcare logo

"Change Healthcare and AWS are working together to focus on transforming operational effectiveness and care, enhancing the healthcare experience, and optimizing financial performance for payers, providers, pharma, academic/research organizations, and digital health companies. The collaboration between Change Healthcare and AWS will deliver innovative solutions to help solve healthcare’s biggest challenges."

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hc1 logo

"hc1 collaborates with AWS to connect patient health data sources from various silos in health IT to uncover actionable signals across patient populations and cohorts that inform individual patient care decisions. With hc1's easily adoptable, scalable solutions built on AWS, precision health is accessible to everyone as part of existing workflows at all points of care."

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AWS Marketplace can help organizations improve the quality of care by offering machine learning models and artificial intelligence-based assessments.

Population health

Population health icon

Solutions for population health management help organizations manage, maintain, and improve care through cohort development, risk stratifications, and care management. AWS and AWS Partners offers solutions that deliver actionable, near real-time insights and help improve population health efforts towards accountable care models. 

Rush University Medical Center logo

In the wake of COVID-19, the Chicago Department of Health (CDPH) needs a way to bring together disparate data across the city’s hospitals in order to better understand COVID care status and hospital capacity. Rush University Medical Center creates a data analytics hub, pulling together data from across 17 of Chicago’s hospitals using AWS to store the data in FHIR format in order to create a dashboard of key population health metrics.

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UC Davis Health logo

UC Davis Health launches the world’s first Cloud Innovation Center (CIC) based at an academic medical center in collaboration with AWS. The global CIC Program, powered by AWS, brings together nonprofit, education, and government organizations to collaborate on solutions to address healthcare challenges.

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Cerner logo

Prosper Insights and Analytics’ heart disease model predicts the probability of an adult in the U.S. having heart disease using no PII.

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Arcadia logo

"Some of the largest health systems and health plans in the United States rely on data from Arcadia to manage care for over 120 million patients and members and succeed under value. And to deliver actionable data in real time or near-real time on a massive scale, we rely on AWS."

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Cerner logo

"As a global health platform and technology company, we are focused on enabling healthcare organizations with intelligence designed to help detect and mitigate clinical, financial, and operational risk. With HealtheIntent and HealtheDataLab on AWS, we aim to empower innovative organizations to use more data and to discover insights efficiently."

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Innovaccer logo

"Innovaccer provides innovative healthcare technology to address the long-standing problems around ingesting, aggregating, and normalizing data across systems. Our collaboration with AWS helps customers embed analytics and AI into daily workflows, unify patient experiences, and improve clinical and financial outcomes to power the future of health."

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AWS Marketplace offers solutions that can help healthcare organizations make population health achievable and economically feasible. 

Health datasets

Health datasets icon

Optimize and accelerate healthcare operations and research by leveraging high-quality, third-party data sets to understand trends and improve patient care. AWS Data Exchange (ADX) is a service within AWS Marketplace that allows customers to search for, subscribe to, and use third-party data in the cloud to support analytics and machine learning efforts. Go to Solutions Library.

AWS solutions

AWS Data Exchange icon

Guidance: AWS Data Exchange

AWS Data Exchange (ADX) is a service within AWS Marketplace that allows AWS customers to search for, subscribe to, and use third party data in the cloud. As a digital marketplace for data, the ADX catalog contains data from suppliers in claims, EHR, clinical/genomics, social determinants of health, patient reported outcomes, genomic reference data, curated healthcare literature, and data from data aggregators. With a public catalog of 3500+ data products, ADX supports the entire enterprise's needs for data in healthcare and life sciences.

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Medisafe Optics

Antidiabetic Data clarifies patients’ medication patterns of adherence with views by disease area, brand, and drug subclass.

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Virtusa logo

Virtusa's Length of Stay Predictor model uses cutting edge regression algorithms to accurately predict the length of hospital stay for a newly admitted patient.

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AWS Data Exchange makes it easy to find, subscribe to, and use third-party datasets such as claims data, clinical EHR, genomics and imaging in the cloud.  

Accelerate the evolution of personalized healthcare

Download the eBook and discover how the healthcare industry is defining the future with AWS. Learn to: 1/ unlock the power of data to drive better patient outcomes, 2/ automate processes to achieve efficiency in healthcare delivery, 3/ reduce hospital waste and costs, and 4/ ensure the security and privacy of health information.

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