Preventative healthcare at scale

Predictive Health Engine for Digital Health

Predict and diagnose disease

It’s no secret that patients have better health outcomes when you identify and treat diseases early. The problem is that the annual health checkup doesn’t help predict disease, and it rarely catches diseases in their early stages. The solution is to track patient lifestyle habits and biomarkers over time and use sophisticated machine learning (ML) algorithms to detect and predict diseases when they’re easier to treat.

A disease recognition analytics engine

Researchers aren’t the only ones who can identify patterns in patient data. Mahalo’s predictive health engine combines machine learning with rules-based algorithms to identify diseases and recommend treatment plans. Our engine is like a research assistant that compares patient health data logged on the Mahalo Unified Data Platform with patient population data for other patients who contracted a disease. The engine hunts for patterns and creates models for predicting and diagnosing specific health conditions.

Get your innovative digital health product and services/drugs to market faster

Start with known health outcomes

Use your existing data from studies or digital therapies
Identify patients whom clinicians diagnosed with a disease
Add disease progression data when available
Create a second patient population who don’t have the disease

Generate detection and prediction models

Use positive and negative patient cases
Control for false positive and negative cases
Run algorithms on patients not part of the training set
Confirm accuracy with clinic visits for disease screening
Repeat as needed to increase accuracy

Faster to production than R

R is good for developing models
You can't build production ML applications with R
Design and run production models in one place with Mahalo
Get to market faster with our Predictive Health Engine
Collect, model, and analyze data on one platform

Need a predictive health engine for your study or digital therapy?

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Electronic Data Capture (EDC)

eConsent

ePro

Medical Records and Tests

Virtual Sites

Randomization and Shipping

Digital Health Diary

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Questionnaires

Microlearning

Coaching and Community

Medication Management

Digital Prescriptions

Predictive Health Engine

Behavior Change Engine

Notification Engine