Healthcare AI Is Better With Lumiata

Simplify your journey into healthcare AI and machine learning in three simple steps

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All healthcare AI isn’t created equal. Lumiata gets you ahead with faster ramp-up and deep scalability thanks to our pre-trained models — all to improve your insights, reduce your risk and launch you into the machine learning-enabled care management.

Lumiata walks with you through your journey to healthcare AI results:

Step 1: Select Your Use Case

Anywhere you need to reduce risk with predictive insights, Lumiata’s models are ready to help.


Step 2: Define Success

We want to know what wins look like for you from the start. Together, we’ll develop the key success metrics that best fit your chosen use cases, so you’ll know what you receive is exactly what you expected.


Identify next year’s top 20% highest-risk patients in a new member cohort.
Leverage predictions into disease-related complications to reduce readmissions as mandated by target ACO requirements.
Generate Person360 records from logitudinal insights to predict patient risk scores.

Step 3: Launch Insights

Insights give you the power to dedicate the right resources to your biggest risks and challenges.



Meet Lumiata

Powerful data science.
Healthcare-specific technology.
Friction-free implementation.

1. DATA MANAGEMENT PROCESS
Healthcare-specific data quality, normalization, and enrichment provide richer data inputs for models.
2. FEATURE VECTORIZATION
Built-in healthcare feature families create comprehensive set of feature vectors
(also known as input variables.).
3. MODEL
Deep-learning models leverage our large datasets when you build models. More data yields higher performance.

We prioritize quality

Our automated Data Management Process preps all of your data for machine learning, no more “garbage in, garbage out.”


We’re ready to get started

We have hundreds of winning, pre-trained machine learning models ready to address any healthcare use case.

  • High-Cost Patient/Member
  • Disease Onset (Acute and Chronic)
  • Group Cost
  • Stop-Loss
  • Disease Progression
Over 300 Hierarchical Condition Categories including: (Click here to see the list)
  • Acute Stroke Hemorrhagic
  • Acute Stroke Infarction
  • Alcohol Dependence Syndrome
  • Angina Pectoris
  • Asthma
  • Atrial Fibrillation
  • Bipolar Disorder
  • Chronic Kidney Disease
  • Congestive Heart Failure
  • COPD
  • Coronary Artery Disease
  • Dementia
  • Depression
  • Diabetes Type 2
  • Myocardial Infarction
  • Obesity
  • Obstructive Sleep Apnea
  • Peripheral Artery Disease
  • Primary Hypertension
  • Rheumatoid Arthritis
  • Secondary Hypertension
  • Tobacco Dependence Syndrome
  • Medical Event (Monthly up to 12 months)
  • Need for Back Surgery
  • Need for Coronary Artery Bypass Grafting
  • Need for Hip Replacement Surgery
  • Need for Knee Replacement Surgery
  • ED Visits
  • High-Frequency ED Use
  • Hospital Admission
  • Hospital Readmission
  • Length of Stay

Launch Fast

Preparation
4-6 weeks
Implementation
2-3 weeks
Live
Daily – Monthly
 
Business
Requirements
Define business scope or use cases and performance metricsRoll-out and train usersGather feedback from users
and roll out new features and
learning algorithms
 
Data
Sample dataset mapped to Lumiata Data DictionaryDataset retrain for optimal performanceEstablish data refresh cadence
based on business needs – daily, weekly or monthly

How Customers Are Using Lumiata Today

Examples:

  • New and renewing group cost predictions for more accurate premium setting and identification of cost-sharing options
  • High-cost member and patient claims prediction for risk identification and care management planning
  • Hospitalization prediction and treatment planning to reduce re-admittance rates
  • Onset or progressing chronic conditions for pro-active care management

“Lumiata excels at building trusted relationships with its customers. They have delivered results that help us manage consumer risks for comorbidities. Our long-term partnership means that we can depend on them to help us manage our business.”

Dalbir Bains, FGC Health’s Chairman, President, and CEO

Blog


Illuminating Your Healthcare.
AI Journey, Part 1

06/22/2020

All healthcare AI isn’t created equal. Lumiata gets you ahead with faster ramp-up and deep scalability thanks to our pre-trained...

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Illuminating Your Healthcare AI Journey, Part 2: Sharpening the Tip of Your Strategy Spear

08/06/2020

All healthcare AI isn’t created equal. Lumiata gets you ahead with faster ramp-up and deep scalability thanks to our pre-trained...

Illuminating Your Healthcare AI Journey, Part 3: Build vs. Buy in Healthcare AI

08/21/2020

All healthcare AI isn’t created equal. Lumiata gets you ahead with faster ramp-up and deep scalability thanks to our pre-trained...

News

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Our Certifications


Seal: SOC 2 Service Organization. AICPA System and Organization Controls Report. Examined by 360 Advanced.
Seal: HIPAA HITECH Service Organization. Health Information Portability and Accountability Act. Assessed by 360 Advanced.