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Pushing the Limits of
Health Care with AI and Dataiku

 

Top organizations in the health care industry (from providers to insurers and more) are using Dataiku — the world’s leading data science, machine learning, and AI platform — to optimize and innovate across a range of processes. Because Dataiku is built for technical, business, and medical users alike, all stakeholders can benefit from insights to make data-driven decisions (while respecting privacy but without the black box) for more efficiency and better patient outcomes. 

 
 

AI Applications and Use Cases in Health Care

 

Optimizing Operations

Dataiku is built for every use case, so when it comes to operational efficiency, the possibilities for health care organizations are endless. For example, customers have used Dataiku for capacity planning, to build models that predict hospital bed and emergency room availability, and to optimize staff via better anticipation of patient demand through patient forecasting. Or leverage Dataiku to help automate or improve routine front- and back-office tasks, such as reporting and claims processing.

 READ THE EBOOK: DATA PRIVACY-COMPLIANT DATA PROJECTS

Patient Care & Diagnosis Support

Leveraging Dataiku to develop clinical decision support systems with more advanced machine and deep learning technologies such as natural language processing (NLP) and image recognition helps providers better understand patients, reduce errors, and lower costs. By providing centralized, governed access to data (even across siloed data sources), Dataiku enables clinicians, health care providers, insurers, and other industry stakeholders to pursue revolutionary prevention and treatment strategies.

 BUILD A HOSPITAL READMISSIONS MODEL WITH DATAIKU

Fraud Detection

Customers leverage Dataiku to build machine learning-based anomaly detection models that give the health care industry and regulators an opportunity to fight back against fraudsters. By automatically combining hundreds of variables from different datasets, including patient/prescriber history, interaction graphs, prescription characteristics, and other contextual data, Dataiku allows health care providers to more accurately target fraud cases.

 GET THE GUIDEBOOK FOR FRAUD DETECTION IN HEALTH CARE

Network Analysis

Dataiku unlocks the ability to understand relationships between physicians and facilities and offers insights about patient behavior and medical costs that aren’t as easily gained through other analytical means, especially when combined with predictive modeling and machine learning. For example, Michael Xiao — Division VP of Enterprise Analytics at Blue Cross Blue Shield — leveraged Dataiku for their social network analysis, which helped them identify problematic professionals and more for the ultimate business goal of reduced costs.

 HEAR BCBS'S STORY

Don’t Take Our Word For It

A Swiss Army Knife for Data Science

“A very reliable tool for creating and deploying AI models in an enterprise context. Intuitive yet powerful, and supported by knowledgeable and accessible people at Dataiku.”

— Senior Director, Data Science in the Health Care Industry | August 30, 2020

Discover Dataiku

Governance with Dataiku

Manage risk and ensure compliance at scale across the organization with advanced permissions management, SSO and LDAP integration, audit trails, secure API access, and more.

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Explainability with Dataiku

Understand model outputs, increase trust and eliminate bias.

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Analytic Apps with Dataiku

Deploy analytic dashboards and applications for business users.

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Visualization with Dataiku

Explore and create statistical analysis, charts, and dashboards to understand and share data insights.

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Dataiku Named a LEADER
2 Years Running

The 2020 & 2021 Magic Quadrant for Data Science & ML Platforms

MORE INDUSTRY ANALYST RECOGNITION