eCARTv5 Clinical Deterioration Suite (“eCART”) vs Clinical Deterioration Index (CDI)

Direct competitors — feature-level head-to-head below. Comparability 95/100 Comparability is an AI-graded 0–100 score of how directly these two tools compete — higher means a more apples-to-apples comparison.
eCARTv5 Clinical Deterioration Suite (“eCART”)
by AgileMD
VS
Clinical Deterioration Index (CDI)
by RWJBarnabas Health & Rutgers Health

AI Verdict

Both tools are highly comparable, focusing on AI-powered clinical deterioration prediction and early warning systems for hospitalized adult patients. AgileMD's eCARTv5 is FDA-cleared and integrates with various EHRs, offering embedded clinical pathways. The Clinical Deterioration Index (CDI) from RWJBarnabas Health & Rutgers Health is specifically integrated within the Epic EHR platform and has demonstrated an 18.6% reduction in mortality in a multi-hospital study.

Choose eCARTv5 Clinical Deterioration Suite (“eCART”) if…

Choose eCARTv5 Clinical Deterioration Suite if your organization requires an FDA-cleared, AI-powered Software as a Medical Device (SaMD) that offers continuous, all-cause clinical deterioration prediction and integrates seamlessly with various EHR systems. This tool is ideal for hospitals seeking to leverage extensive clinical performance data and embedded clinical pathways to guide care and minimize false alarms across diverse patient demographics and medical conditions.

View eCARTv5 Clinical Deterioration Suite (“eCART”) →

Choose Clinical Deterioration Index (CDI) if…

Choose Clinical Deterioration Index (CDI) if your healthcare system is deeply integrated with the Epic EHR platform and prioritizes a predictive AI algorithm developed and refined within a real-world clinical environment. This tool is particularly well-suited for organizations aiming to reduce inpatient mortality through real-time risk scoring and automated alerts to rapid response teams, as demonstrated by an 18.6% reported reduction in mortality.

View Clinical Deterioration Index (CDI) →

When choosing between AgileMD’s eCARTv5 Clinical Deterioration Suite and the RWJBarnabas Health & Rutgers Health Clinical Deterioration Index (CDI), physicians should consider their existing EHR infrastructure and specific needs for regulatory clearance. eCARTv5 is an FDA-cleared Software as a Medical Device (SaMD) that integrates with various EHRs to continuously assess and predict the risk of clinical deterioration, specifically death or ICU transfer, utilizing up to 97 variables. It provides embedded clinical pathways and aims to minimize false alarms, making it suitable for institutions prioritizing a regulatory-cleared solution with comprehensive care guidance across different EHR environments.

The Clinical Deterioration Index (CDI), in contrast, is an AI algorithm developed by RWJBarnabas Health and Rutgers Health, specifically designed for integration within the Epic EHR platform. While it also offers continuous EMR data analysis, real-time risk scoring, and alerts for early patient decline, it does not have FDA clearance. This key practical difference means CDI might be a more straightforward choice for healthcare systems already deeply embedded in the Epic ecosystem and comfortable with a solution developed within a clinical academic partnership, potentially offering seamless integration and workflow within that specific platform. Physicians in Epic-centric environments might find CDI’s native integration and reported mortality reduction appealing.

Ultimately, a physician or institution should pick eCARTv5 if FDA clearance, broad EHR compatibility, and a robust suite of clinical pathways are paramount. Conversely, the CDI is likely a better fit for those operating exclusively within the Epic EHR, where a solution developed by a prominent health system and academic institution, with reported outcomes, can be directly leveraged without the need for FDA clearance.

Reviewed by Pouyan Golshani, MD — Interventional Radiologist

Quick Comparison

Feature eCARTv5 Clinical Deterioration Suite (“eCART”) Clinical Deterioration Index (CDI)
Pricing Contact vendor for tailored quote. Not available publicly
Deployment Cloud-based SaaS, integrated directly into Electronic Health Record (EHR) systems. Integrated within Epic EHR platform
FDA Status 1 AI-estimated No AI-estimated

Head-to-Head

AI-generated assessment across six dimensions based on each tool's documented features and compliance posture. Grounded in public data — not a substitute for hands-on evaluation.

Usability

eCARTv5 Clinical Deterioration Suite (“eCART”)

AgileMD's eCARTv5 is praised for its seamless EHR integration, which minimizes disruption and ensures a cohesive user experience. Users highlight its user-friendly design, customizable alerts, and robust reporting capabilities, making it adaptable to diverse clinical environments. While CDI integrates with Epic EHR, there is less specific information available regarding its user interface or overall user experience beyond its real-time risk scoring and alerts.

Clinical Value

eCARTv5 Clinical Deterioration Suite (“eCART”)

eCARTv5 has FDA clearance and has been validated in retrospective and prospective studies across multiple health systems, demonstrating superior performance compared to other early warning scores. It has been shown to alert medical staff a median of 5 hours before serious health issues occur. CDI has also demonstrated significant clinical value with an 18.6% reduction in mortality among high-risk patients, but it lacks FDA clearance.

Pricing & Value

Tie

Both tools require contacting the vendor for a tailored quote, and neither provides publicly available pricing details. Therefore, it is not possible to definitively compare their pricing or value propositions.

Enterprise Readiness

eCARTv5 Clinical Deterioration Suite (“eCART”)

AgileMD's eCARTv5 is a cloud-based SaaS solution with established EHR integration capabilities and HIPAA compliance, indicating strong enterprise readiness. It has been deployed in over 400 hospitals with over 150,000 clinical users. While CDI is integrated into Epic EHR, its deployment seems to be primarily within the RWJBarnabas Health system, with less information on broader enterprise-level adoption or specific compliance certifications beyond its internal use.

Innovation

eCARTv5 Clinical Deterioration Suite (“eCART”)

eCARTv5 leverages a Gradient Boosted Machine (GBM) learning algorithm and continuously analyzes up to 97 variables for real-time risk assessment, demonstrating advanced AI application. It also includes embedded clinical pathways for care guidance. CDI also uses a predictive AI algorithm and continuous EMR data analysis with real-time risk scoring and mobile notifications, but eCARTv5's FDA clearance and extensive variable analysis suggest a slightly higher degree of validated innovation.

Support & Docs

eCARTv5 Clinical Deterioration Suite (“eCART”)

AgileMD highlights its extensive experience (14+ years) and numerous publications (88+) related to eCART, suggesting robust documentation and a strong knowledge base for support. User reviews also praise its seamless integration and ease of use, implying less need for extensive support. Information regarding specific support and documentation for CDI is not readily available, as it is an internally developed tool by RWJBarnabas Health and Rutgers Health.

Feature-by-Feature

Detail beyond the Quick Comparison summary. For pricing, deployment, BAA, FDA, and HIPAA see the Overview tab.

Feature eCARTv5 Clinical Deterioration Suite (“eCART”) Clinical Deterioration Index (CDI)
Name eCARTv5 Clinical Deterioration Suite (u201ceCARTu201d) Clinical Deterioration Index (CDI)
Company AgileMD RWJBarnabas Health & Rutgers Health
Tagline AI-powered clinical decision support for better healthcare outcomes and efficiency. Predictive AI for early patient decline detection.
Key Feature 1 AI-powered clinical deterioration prediction Continuous EMR data analysis
Key Feature 2 Continuous patient risk assessment (death or ICU transfer) Early identification of patient decline
Key Feature 3 EHR integration with real-time data (up to 97 variables) Predictive AI algorithm

Videos

Demos, reviews, and walkthroughs featuring eCARTv5 Clinical Deterioration Suite (“eCART”) and Clinical Deterioration Index (CDI).

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Frequently Asked Questions

eCARTv5 integrates directly into EHRs, utilizing up to 97 real-time variables and guiding care with embedded clinical pathways, suggesting a streamlined workflow. The Clinical Deterioration Index (CDI) is integrated within the Epic EHR platform, providing real-time risk scores and Best Practice Advisory (BPA) alerts, which appear in the chart and on mobile devices. Both aim to reduce clinician workload and minimize false alarms, which could contribute to a lower learning curve by providing familiar interfaces and actionable alerts.
eCARTv5 has demonstrated high accuracy, with an AUROC of 0.834 in retrospective validation, outperforming other early warning scores, and its performance remained high across diverse patient demographics and clinical conditions. It has been shown to alert medical staff a median of 5 hours before critical issues. The CDI, when prospectively validated, had an area under the curve of 0.70 for predicting ICU transfer or RRT events within 6-18 hours. RWJBarnabas Health reported an 18.6% reduction in mortality associated with the CDI.
eCARTv5 is embedded into the EHR and utilizes real-time variables, implying that its security posture is closely tied to the EHR's security framework. The CDI is also integrated within the Epic EHR platform, suggesting it leverages Epic's security infrastructure. Both tools process sensitive patient data, and their integration within established EHR systems indicates reliance on the robust security measures inherent to those platforms.
eCARTv5 has been validated through extensive clinical performance data from nearly two million hospitalizations across 21 hospitals. The CDI has been implemented at RWJBarnabas Health and Rutgers Health, with reported outcomes such as an 18.6% reduction in mortality. Case studies from Lehigh Valley Health Network, North Memorial Health, and RWJBarnabas Health discuss the implementation and benefits of predictive models like the Deterioration Index.
eCARTv5 has been validated across 21 hospitals from three health systems, suggesting its adaptability and consistent performance in diverse environments. The CDI was developed by RWJBarnabas Health and Rutgers Health, indicating a multi-site collaborative development and implementation. Both tools' integration with major EHR platforms like Epic (for CDI) and general EHR integration (for eCARTv5) would facilitate multi-site deployments by leveraging existing IT infrastructure.

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