Best Risk Stratification & Predictive Analytics Tools Products

HealthVision, the Intelligent Health Management System, is transforming care across health systems and value-based care organizations. HealthVision is made up of three key components:

*The Intelligent Health Record - what if you could see critical information from hundreds of EHR pages in a one-page patient chart and risk summary that serves the entire care team? HealthVision's Patient Spotlight is an easy to digest health profile and risk prediction tool. The Patient Spotlight helps clinicians make sense of the increasingly unwieldy and unmanageable health data in their EMRs in real-time.
*The Intelligent Workflow Solution - who among your patients will have an unplanned admission in the next 90 days? An ED visit in the next 30 days? The Intelligent Workflow Solution includes smart cohorts and rosters that align your scarce clinical, documentation, and administrative resources with the patients who will benefit the most. 

*The Intelligent Analytics Solution - how do your providers' mortality, hospitalizations, infection rates compare? Can your benchmarking system really match apples to apples? The Intelligent Analytics solution matches your population to others outside of your organization with the same baseline risk results. These precise comparisons are an important way to build trust and momentum among providers. 

• eCART is a research-based, AI-driven software as a medical device (SaMD) that utilizes a machine learning algorithm to continuously assess hospitalized patients’ risk of impending death or intensive care unit (ICU) transfer, assisting medical staff in swift and accurate recognition of patients requiring increased medical attention. eCART draws upon readily available patient data from the EHR, rapidly quantifies disease severity, and predicts likelihood of critical illness onset, hours before it happens.
• eCART received FDA 510(k) clearance in 2024, with clinical performance data of nearly two million hospitalizations from 21 hospitals, including an unprecedented level of real-world prospective data, to ensure consistent accuracy across geography, age, race, and top medical conditions (e.g. sepsis, COPD, heart failure). 
• Built upon more than a decade of ongoing scientific research, eCART was developed at UChicago Medicine by Dr. Dana Edelson, MD, MS and Dr. Matthew Churpek, MD, PhD and is well chronicled in published literature. The analytic and workflow have been in use in clinical practice since 2016.

The solution helps health systems to take a step-by-step approach to manage risk from population- to patient-level with easy to use dashboards powered by clinical and claims data. First, it helps understand the current state of risk management in the network with historical comparison to previous years risk scores. Second, it can answer “where to focus” by identifying the cohorts with the least risk recapture rates or maximum dropped/suspect codes, chronic disease distribution, month on month risk capture trend and more. Third, it helps prioritize patients with the largest number of coding gaps and get patient-level risk information to redirect resources strategically that reduces overall risk for the population.

Innovaccer’s Quality Management providers get a consolidated view of the patient, with insights on care gaps, coding gaps (dropped codes), risk scores, acute visits, specialty visits along with Pre-visit Summary. It also makes it easy to report to CMS for the MSSP ACO program using either web interface or eCQM reporting and help providers calculate quality performance, run measure analytics, add supporting evidence, and export in payer specific format to report out to different payers/upload to their portals.

MedeAnalytics' supports Program Admnistration, Population Health Management, Network Optimization, Performance Reporting, Payment & Invoicing, Stakeholder Engagement, Augmented Analytics and Data Interoperability to support:

• Artificial Intelligence (AI) tools to rapidly surface key trends
• Seamless connectivity into complementary care management programs to optimize performance​
• Participant marketing and activation via multi-modal integrated engagement platform
• Augmented analytics and data science focusing resources on greatest areas of opportunity
• Provider onboarding automated and at scale

The OR Black Box is an innovative AI-driven platform designed to revolutionize surgical environments by addressing critical needs in patient safety, quality improvement, skills mastery, and operational efficiency. This comprehensive solution integrates ambient technologies, data analytics, video capabilities, and artificial intelligence to provide actionable insights across the surgery department.
Key features of the OR Black Box include:
-Room State: Offers real-time analytics and predictive insights to optimize scheduling and reduce unplanned overtime.

-Surgical Safety Checklist: An auditing and benchmarking tool ensuring compliance with safety procedures at critical points during surgery.

-Case Discovery: Leverages AI to automatically detect clinical and operational outliers, enabling root cause analysis and quality improvement through video review.
-OR Explorer: Provides a growing library of surgical videos for education, research, and performance enhancement.


The platform promotes transparency, continuous improvement, and care standardization by allowing organizations to compare surgical performance and identify best practices. It streamlines surgical suite workflows, maximizes efficiency, and enhances staff satisfaction.
Developed by Surgical Safety Technologies Inc. (SST), the OR Black Box is built on research excellence through partnerships with leading hospitals. It integrates with existing systems while future-proofing organizations through an open platform for emerging innovations.
With over 80 peer-reviewed publications supporting its efficacy, the OR Black Box empowers surgical teams to systematically analyze and refine their performance, driving continuous, data-driven optimization in surgical care delivery.

Web-based clinical intelligence platform, primarily utilized in critical care units to guide clinical decisions. The platform has full interoperability with the Electronic Health Record, and combines all relevant data within the complex critical care environment into one visualization to provide a full picture of a patient and their longitudinal trends. FDA-cleared algorithms continually assess the incoming patient information and provide early warning signs of clinical deterioration to aid care teams with determining interventions and treatment. Automated clinical workflows, customized to each individual ICU, provide care efficiency and positively impact clinical outcomes. 

Published clinical outcomes showing:

• Up to 36% reduction in ICU length of stay
• 41% reduction in ICU readmissions
• 22% reduction in time on ventilation
• 18% reduction in time on vasoactive medication