Analytics and AI/ML use cases

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

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. 

Maryland Department of Human Services (DHS) logo

The Maryland Department of Human Services (DHS) creates Maryland’s Total Human-services Integrated Network (MD THINK) to deliver integrated health and human services to the state’s most vulnerable residents. This first-in-the-nation, cloud-based platform built on AWS provides Maryland agencies a holistic view of data across agencies which they can use to improve their programs.

Read the case study »
Philips logo

Philips develops solutions that enable healthcare providers to make better decisions for their patients. The company uses AWS to create its HealthSuite Digital Platform, which securely consolidates information from patient records, wearables, home-based remote monitoring equipment, insurance companies, and healthcare organizations to create a compiled report.

Read the case study »
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.

Read the blog »

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. 

Change Healthcare logo

Change Healthcare Claims Lifecycle AI helps providers and payers optimize the entire claims processing lifecycle. By using AWS services, the Change Healthcare team is able to create the solution in a rapid and iterative fashion. The integration of Claims Lifecycle AI with network applications decreases the development time to build, train, and deploy deep learning models.

Read the case study »
Cambia Health Solutions logo

Cambia Health Solutions removes much of the human intervention typically required to create a holistic evaluation of patient health risks. The solution uses AWS to automatically extract information from medications, medical conditions, and procedures and document them in a single, user-friendly platform.

Read the case study »
Oscar Insurance logo

Oscar Insurance builds a technology and data-driven health insurance company from the ground up in just three months while meeting HIPAA compliance requirements. The company runs its insurance platform, customer databases, and analytics solution on AWS, and is able to process more than 25 million historical insurance claims in a matter of hours

Watch the video »
3M Health Information Systems logo

"3M Health Information Systems works to eliminate revenue cycle redundancies and create more time for physicians to care for patients, and is leading the shift from volume to value-based care. AWS’s breadth and depth of services help 3M HIS empower clients to close the loop between care and revenue integrity, supporting clinicians with real-time guidance and accurate documentation."

Learn more »
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."

Learn more »
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."

Learn more »

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

Solutions for population health management help organizations manage, maintain, and improve care through cohort development, risk stratification, and care management. AWS and AWS Partners offer solutions that deliver actionable, near real-time insights to help improve population health efforts.

Children’s Hospital of Orange County (CHOC) logo

Children’s Hospital of Orange County (CHOC), one of the nation’s leading children’s hospitals, collaborates with Cerner to develop the HealtheDataLab. Built on AWS, the cloud-based, machine learning solution uses big data analytics to help CHOC identify patients with high readmission risk and give families the support they need before a child is discharged.

Read the case study »
UC San Diego Health logo

UC San Diego Health creates an innovative model for detecting pneumonia during the COVID-19 pandemic that is operational in just ten days. The solution processes images in a secure, HIPAA-compliant AWS environment and uses AI to help predict the likelihood of disease.

Read the blog »
Propeller Health logo

Propeller Health, a leading digital health company dedicated to the management of chronic respiratory disease, develops a digital health platform, Propeller, to improve outcomes for people with asthma and chronic obstructive pulmonary disease (COPD). The platform uses AWS machine learning to help predict patients’ health based on local weather conditions, recent medication use, and other factors.

Read the case study »
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."

Learn more »
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."

Learn more »
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."

Learn more »

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.

Read the blog »
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.

Read the blog »
Cerner logo

Cerner is one of the leading suppliers of health information technology (HIT) solutions. The organization develops population health-level tools. One such tool, HealtheIntent, creates a large-scale platform that normalizes data using AWS services.

Watch the video »
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."

Learn more »
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."

Learn more »
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."

Learn more »

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.

AWS solutions & guidances

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.

Learn more »
Cerner logo

The Cerner Machine Learning Ecosystem gives hospital systems and clinicians the ability to make near-real-time predictions and better patient care decisions based on ingested datasets—including third-party datasets. Using AWS tools, Cerner connects data sources in meaningful, nimble, and agile ways, delivering situational awareness to hospitals.

Read the case study »
Vyaire Medical logo

Vyaire Uses AWS Data Exchange for APIs to make it easier to find data and faster to incorporate data sources into the company’s own environment, resulting in quicker insights and teams that focus on getting results, not administration.

Read the case study »
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."

Learn more »
Virtusa logo

"The future of healthcare will be driven by innovations capable of turning data into new insights that deliver a high degree of personalization outcomes. Built on AWS, Virtusa’s vLife self-service platform combines our proven domain and technical expertise which enable customers to transform the way patient care is delivered."

Learn more »

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.

See all resources »

Get started

Contact our experts and start your AWS journey today.