Machine Learning - Prominence

Machine Learning

Predict Outcomes with Machine Learning Models. Do More With Your Data to Predict Trends and Outcomes.

Transition from reactive to proactive analytics with machine learning. Our team of experts can develop a cutting-edge machine learning model for your organization to identify opportunities to save time and money, predict likely patient outcomes, optimize operations, and personalize care for better, more efficient patient care.

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Unlock Predictive Models for Proactive Solutions

Is your organization retroactively analyzing your data to find future improvements? This can lead to missed opportunities.

 

Our machine learning experts can transform this process by using models to predict future trends and outcomes. This cutting-edge technology shifts health systems from reactive to proactive, enabling data-driven decisions that save time and money, predict likely patient outcomes, optimize operations, and personalize care for better, more efficient patient care.

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Predictive Analytics Workflow

Our team of Machine Learning experts is ready to execute the following workflow at your organization to drive rapid results in predictive analytics.

 
Frame the Problem
Collect the Data
Model & Simulate
Implement & Explain
What problems are you facing? Could a predictive model be part of the solution?
Gather relevant structured and unstructured data and collaborate with SMEs to generate novel features.
Experiment across dozens of model/hyperparameter combinations to develop a predictive model and evaluate vs. current workflows.
Integrate the model’s output into existing workflows and allow the model to keep learning over time.
 

MACHINE LEARNING USE CASES IN HEALTHCARE

If you could benefit from predictive analytics in any of the below areas, get in touch with our team today to learn more. Train a machine learning model to unlock predictive analytics. 

Revenue Cycle

DRG Classifier
No-Show Appointment Prediction
Hospital Length of Stay
Denials Reduction
House Census

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Clinical

Fall Risk
Hospital Readmission

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Operations/Personnel

Provider Attrition
Staff Overtime Likelihood

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MACHINE LEARNING IN ACTION: DOWNLOAD THE WHITE PAPER​

Want to see Machine Learning in action? Download the white paper below to read about an in-depth example of Machine Learning in action.
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Case studies

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