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  • Machine Learning Services

 

 

In this section

Closed-Loop Analytics

User Experience Design

Machine Learning Services


Visit HealthCatalyst.com View Data Sheet PDF

Machine Learning Services

We know how clinicians use data to make decisions. We understand the context in which the machine learning insight needs to be delivered, and the right time and modality to deliver that insight.
Type: Technology Services ID: 2104 Revised:  2019-Dec-16

Health Catalyst® believes machine learning is the life-saving technology that will transform healthcare.

Machine learning challenges the traditional, reactive approach to healthcare. In fact, it’s the exact opposite: predictive, proactive, and preventative—life-saving qualities that make it a critically essential capability in every health system. Health Catalyst is on a mission to help health systems improve outcomes and save lives by making machine learning routine, actionable, and pervasive through catalyst.ai (machine learning models built into every Health Catalyst application), healthcare.ai (free, open source machine learning software), and its healthcare analytics platform (the foundation of machine learning).

The problem

Machine learning—the study and construction of algorithms that can learn from and make predictions on data—is life-saving technology that will do more than just improve outcomes in healthcare—it will save lives. Machine learning, although slow to be adopted in healthcare, is an urgent necessity in this industry. Healthcare must change its traditional, reactionary mindset to a preventative one focused on saving lives.

Benefits and features

In addition to our CLABSI risk prediction model, Health Catalyst has leveraged catalyst.ai to deploy numerous predictive models for clinical, financial, and operational decision support:

  • CLABSI risk
  • CHF readmission risk
  • Diabetes future risk
  • Diabetes net likely complication
  • Forecast incurred but not reported claims/year-end expenditures
  • Propensity-to-pay risk
  • Appointments no-show risk

Health Catalyst has even more predictive models planned. Here’s a sample:

  • Clinical and operational decision support for bowel surgery
  • Hip and knee surgery
  • Coronary artery disease
  • Geo-spatial network referral and leakage prevention
  • Early detection of CAUTI and sepsis

Potential data sources

  • DOS Marts - Level 1
  • See source mart list at:  https://products.healthcatalyst.com/table-of-contents/dos-platform/data-acquisition?alttemplate=HCSourceMarts2


Success Stories

For examples of how customers have used Health Catalyst products and services to improve outcomes, visit https://www.healthcatalyst.com/knowledge-center/success-stories/

Contact us

For more information on how Health Catalyst products and services can help your organization, please contact us:

  • Reach out to          your sales representative
  • Call us at               (855) 309-6800
  • Email us at             info@healthcatalyst.com

Status:  Generally Available

2016-2021 Health Catalyst Products & Data Sheets • Content Updated: 2019-Dec-16 • CMS: PROD CMS-8.9.1 (SQLE-891) • Admin

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Health Catalyst Datasheets

This application is a catalog of technology products, applications, analytics and professional services that are available from Health Catalyst.

Content Updated:    2020-December-16
Previous Publish Date:    2020-February-28
Code Updated:    2020-December-16
Umbraco Version:    PROD CMS-8.9.1 (SQLE-891)
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