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AI-Powered HAI
Risk Predictor

Overview

Hospital-Acquired Infections (HAIs) impact millions each year—complicating recovery, extending hospital stays, and straining healthcare resources. With 2.5 million cases annually in the U.S., an average of 6.5 additional days per patient, and $30 billion in preventable costs, the need for proactive intervention is urgent.

Powered by advanced AI, our HAI Prediction solution identifies infection risks early—enabling timely, preventive action. Seamlessly embedded into existing clinical workflows, it equips care teams to safeguard patient health while improving efficiency and outcomes.

Key Features

Risk Prediction & Alerts
AI-driven risk scores analyze patient data to predict infections early, enabling timely intervention.
High Model Accuracy
XGBoost-based model with 88.33% training accuracy and 85.86% test accuracy, ensuring reliable predictions.
Comprehensive Patient Insights
Unified patient view with risk levels, detailed profiles, and root cause analysis for proactive care.
Holistic Dashboard
Infection trends by type, month, and department, helping hospitals track and refine prevention strategies.
Impact Visibility
Tracks infections prevented post-integration, demonstrating measurable improvements.

Why It Matters

HAIs pose a persistent challenge, impacting patient safety, hospital resources, and financial stability. Without early detection, hospitals face:
Escalating Costs • Patient Harm • Regulatory Pressure • Operational Strain

With Our Solution, You Gain

Early Risk Detection
Early Risk Detection
Fewer Infections
Fewer Infections
Improved Patient safety
Improved Patient Safety
Reduced Hospital Stays
Reduced Hospital Stays
Lower Treatment Costs
Lower Treatment Costs
Regulatory
Regulatory Compliance

Why Neurealm?

Deep Domain Understanding
Decades of experience across healthcare ecosystems, from providers to payers, inform every solution we build.
AI-First Approach
We embed intelligence at the core—leveraging GenAI, ML, and automation to drive better outcomes.
Engineering Mindset
Solving complex challenges at the core with scalable, future-ready solutions.
Engineer, Modernize, and Operate Partner
We co-create, modernize, and run mission-critical healthcare systems with lasting impact all under one roof.
Explore Our Other AI Solutions

Learn More

Stay ahead of HAIs, protect patients, and cut costs. Interested? Get in touch with our team.

Contact Us