DataRobot Case Studies Decode Health Unlocks Better Patient Outcomes with AI

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	Decode Health Unlocks Better Patient Outcomes with AI DataRobot

Decode Health Unlocks Better Patient Outcomes with AI

DataRobot

Technology Category	Analytics & Modeling - Machine Learning Analytics & Modeling - Predictive Analytics
Applicable Industries	Healthcare & Hospitals
Applicable Functions	Product Research & Development Quality Assurance
Use Cases	Predictive Maintenance Remote Patient Monitoring
Services	Data Science Services
Challenge	Decode Health, a healthcare AI company, has always relied on predictive analytics to unlock discoveries using data. However, in the early days, modeling was a slow, manual task. Analyzing a single dataset could take two to three weeks, with two to three data team members working around the clock. This exhaustive manual effort included considerable time preparing data, waiting on models, recalibrating, and waiting again. The company needed a solution that could streamline this process and deliver accurate results more quickly and cost-effectively. Read More
About Customer	Decode Health is a healthcare AI company that serves as the outsourced innovation team to organizations ranging from diagnostic companies to pharma. The company helps its partners quickly and cost-effectively unlock discoveries using their data. Current projects include genomic data creation, RNA diagnostics, and population health analytics. The work of Decode Health is predictive, proactive, and extensible to the ever-evolving healthcare ecosystem. Over the course of a decade, the team leading Decode has built a framework leveraging a variety of tools, including advanced machine learning approaches, to deliver accurate results. Read More
Solution	Decode Health turned to DataRobot AI Cloud for automated machine learning to help predict health outcomes and drive more proactive, less costly care. DataRobot AI Cloud streamlines predictive analytics end to end, freeing the team to focus more strategically on data elements and understanding outcomes. With DataRobot AI Cloud, the company enhanced its framework with automated machine learning that streamlines predictive analytics end to end. In the past, a comprehensive analysis of a single dataset could take weeks, with multiple data team members working around the clock; now, they complete the same task in a matter of days. Read More Log in to view content
Contents

Technology Category

Analytics & Modeling - Machine Learning

Analytics & Modeling - Predictive Analytics

Applicable Industries

Healthcare & Hospitals

Applicable Functions

Product Research & Development

Quality Assurance

Use Cases

Predictive Maintenance

Remote Patient Monitoring

Services

Data Science Services

Challenge

Decode Health, a healthcare AI company, has always relied on predictive analytics to unlock discoveries using data. However, in the early days, modeling was a slow, manual task. Analyzing a single dataset could take two to three weeks, with two to three data team members working around the clock. This exhaustive manual effort included considerable time preparing data, waiting on models, recalibrating, and waiting again. The company needed a solution that could streamline this process and deliver accurate results more quickly and cost-effectively.

About Customer

Decode Health is a healthcare AI company that serves as the outsourced innovation team to organizations ranging from diagnostic companies to pharma. The company helps its partners quickly and cost-effectively unlock discoveries using their data. Current projects include genomic data creation, RNA diagnostics, and population health analytics. The work of Decode Health is predictive, proactive, and extensible to the ever-evolving healthcare ecosystem. Over the course of a decade, the team leading Decode has built a framework leveraging a variety of tools, including advanced machine learning approaches, to deliver accurate results.

Solution

Decode Health turned to DataRobot AI Cloud for automated machine learning to help predict health outcomes and drive more proactive, less costly care. DataRobot AI Cloud streamlines predictive analytics end to end, freeing the team to focus more strategically on data elements and understanding outcomes. With DataRobot AI Cloud, the company enhanced its framework with automated machine learning that streamlines predictive analytics end to end. In the past, a comprehensive analysis of a single dataset could take weeks, with multiple data team members working around the clock; now, they complete the same task in a matter of days.

Impact #1	Decode Health can build hundreds, if not thousands, of models in a matter of a few days.
Impact #2	For a COVID-19 request, Decode Health was able to turn around actionable insights within a day, supporting public health planning.
Impact #3	The ease of use of the AI Cloud platform has made it accessible to business and IT users alike, aided by DataRobot University.

Impact #1

Decode Health can build hundreds, if not thousands, of models in a matter of a few days.

Impact #2

For a COVID-19 request, Decode Health was able to turn around actionable insights within a day, supporting public health planning.

Impact #3

The ease of use of the AI Cloud platform has made it accessible to business and IT users alike, aided by DataRobot University.

Benefit #1	Reduced the time to analyze a single dataset from weeks to days.
Benefit #2	Enabled the creation of hundreds, if not thousands, of models in a few days.
Benefit #3	Delivered actionable insights for a COVID-19 request within a day.

Benefit #1

Reduced the time to analyze a single dataset from weeks to days.

Benefit #2

Enabled the creation of hundreds, if not thousands, of models in a few days.

Benefit #3

Delivered actionable insights for a COVID-19 request within a day.

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Overview

Decode Health Unlocks Better Patient Outcomes with AI

Operational Impact

Quantitative Benefit