eCARTv5 Clinical Deterioration Suite (eCART) vs PeraServer and PeraTrend
AI Verdict
Choose eCARTv5 Clinical Deterioration Suite (eCART) if…
Choose AgileMD's eCARTv5 if your organization prioritizes an AI-powered, all-cause clinical deterioration prediction system that integrates directly into your EHR and provides embedded clinical pathways for guided care. This tool is ideal for hospitals seeking to continuously assess adult inpatients for risk of death or ICU transfer, aiming to minimize false alarms and reduce clinician workload through a streamlined workflow.
View eCARTv5 Clinical Deterioration Suite (eCART) →Choose PeraServer and PeraTrend if…
Choose PeraHealth's PeraServer and PeraTrend if your primary need is real-time patient acuity scoring and visual dashboards for early detection of deterioration across all patient populations (neonatal, pediatric, and adult). This solution is well-suited for organizations that benefit from a clear, continuous measure of patient condition (Rothman Index) accessible via web browser, EHR integration, or dedicated kiosk, and desire configurable warning states to support proactive clinical decision-making.
View PeraServer and PeraTrend →When choosing between AgileMD’s eCARTv5 Clinical Deterioration Suite and PeraHealth’s PeraServer and PeraTrend, physicians should consider their primary need for guided clinical action versus a comprehensive, real-time acuity score. Both are FDA-cleared, AI-powered solutions designed for early detection of patient deterioration in hospitalized settings, integrating with existing EHR systems. However, their core functionalities and practical applications diverge significantly.
eCARTv5 excels in providing not just a risk prediction for deterioration (death or ICU transfer) but also embeds clinical pathways directly into the workflow, guiding care decisions. It leverages up to 97 variables for continuous assessment and aims to minimize false alarms, making it suitable for institutions prioritizing actionable, guided interventions. In contrast, PeraHealth’s offerings, powered by the Rothman Index, focus on delivering a real-time, visual patient acuity score through PeraServer and PeraTrend. This provides a comprehensive overview of a patient’s condition across various physiological systems, supporting early detection and continuous monitoring for all age groups, including neonatal and pediatric patients.
Therefore, a physician or hospital seeking a tool that actively guides care with integrated pathways and focuses on adult inpatient deterioration risk might find eCARTv5 more aligned with their needs. Conversely, those requiring a holistic, real-time acuity score for a broader patient population (including pediatric and neonatal) and a visual dashboard for continuous monitoring, without direct pathway guidance from the tool itself, would likely benefit more from PeraHealth’s PeraServer and PeraTrend.
Reviewed by Pouyan Golshani, MD — Interventional Radiologist
Quick Comparison
| Feature | eCARTv5 Clinical Deterioration Suite (eCART) | PeraServer and PeraTrend |
|---|---|---|
| Pricing | Contact vendor for tailored quote. | Contact for pricing |
| Deployment | Cloud-based SaaS, integrated directly into Electronic Health Record (EHR) systems. | Web-based user interface, integrated into EHR, dedicated kiosk display, software-only devices installed on user-provided hardware. |
| FDA Status | 1 AI-estimated | 1 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 intuitive interface, seamless EHR integration, and customizable alerts, which streamline workflows and reduce clinical variation. PeraHealth's PeraServer and PeraTrend also offer EHR integration and a visual dashboard, but AgileMD's emphasis on embedded clinical pathways and user-friendly design suggests a potentially superior user experience.
Clinical Value
eCARTv5 Clinical Deterioration Suite (eCART)AgileMD's eCARTv5 has demonstrated high accuracy in predicting clinical deterioration, outperforming other early warning scores in retrospective and prospective validation studies across diverse patient populations. It provides early alerts (a median of 5 hours in advance) and guides care with embedded clinical pathways. PeraHealth's Rothman Index also provides real-time predictive analytics and early detection of deterioration, and is validated for neonatal, pediatric, and adult patients. However, the detailed validation results for eCARTv5, including its superior AUROC compared to other established scores, give it a slight edge in demonstrated clinical value.
Pricing & Value
TieBoth AgileMD and PeraHealth do not publicly disclose their pricing, requiring prospective customers to contact the vendor for a tailored quote. This lack of transparency makes a direct comparison of pricing and value impossible. Both tools are FDA-cleared and HIPAA compliant, suggesting comparable baseline value in terms of regulatory adherence.
Enterprise Readiness
eCARTv5 Clinical Deterioration Suite (eCART)AgileMD's eCARTv5 is a cloud-based SaaS solution with seamless EHR integration, designed for rapid deployment (days to weeks) across large health systems. It is SOC-II and HIPAA compliant, with robust security architecture. PeraHealth's offerings also integrate with EHRs and support various deployment methods, including web-based and dedicated kiosk displays. However, AgileMD's explicit mention of rapid, scalable implementation and extensive experience with over 400 hospitals and 4.4 million patient encounters suggests a stronger emphasis on enterprise readiness.
Innovation
eCARTv5 Clinical Deterioration Suite (eCART)AgileMD's eCARTv5 leverages a gradient-boosted machine-learning algorithm, which has shown superior performance compared to older models like MEWS and NEWS. It continuously assesses up to 97 variables in real-time, offering advanced AI-powered prediction and embedded clinical pathways. While PeraHealth's Rothman Index is also a predictive analytic tool, eCARTv5's specific mention of a gradient-boosted machine learning model and its demonstrated superior performance in recent studies suggest a more innovative approach to clinical deterioration prediction.
Support & Docs
TieBoth companies offer essential support and documentation as implied by their FDA clearance and enterprise-level deployments. AgileMD provides documentation, in-person, live online, videos, and webinars for training, along with email and phone support. PeraHealth's FDA documentation mentions software verification and validation testing, and user interfaces like PeraTrend, PeraWatch, and PeraMobile, which inherently require supporting documentation. Without more specific details on the breadth and accessibility of support resources for PeraHealth, it's difficult to definitively declare a winner, resulting in a tie.
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) | PeraServer and PeraTrend |
|---|---|---|
| Name | eCARTv5 Clinical Deterioration Suite (u201ceCARTu201d) | PeraServer and PeraTrend |
| Company | AgileMD | PeraHealth |
| Description | FDA-cleared, AI-powered Software as a Medical Device (SaMD) that integrates with EHRs to continuously assess and predict the risk of clinical deterioration (death or ICU transfer) in hospitalized adult patients, guiding care with embedded clinical pathways. | FDA-cleared predictive analytics for real-time patient acuity, enabling early detection of deterioration and improved clinical outcomes, powered by the Rothman Index. |
| Key Features | AI-powered clinical deterioration prediction, continuous patient risk assessment (death or ICU transfer), EHR integration with real-time data (up to 97 variables), embedded clinical pathways for care guidance, early warning system (alerts hours before critical illness), risk stratification (eCART score and risk designation), minimizes false alarms and clinician workload, reporting and benchmarking capabilities. | Rothman Index patient acuity score, real-time predictive analytics, visual dashboard for patient condition (PeraTrend), EHR integration, early detection of patient deterioration, continuous patient monitoring, configurable warning states, supports neonatal, pediatric, and adult patients. |
| Patient Population | Hospitalized adult patients (18 years of age or older). | Neonatal, pediatric, and adult patients (throughout the hospital setting, not for use in the Neonatal Intensive Care Unit). |
| Predictive Outcome | Risk of clinical deterioration (death or ICU transfer). | Patient acuity, early detection of deterioration. |
Videos
Demos, reviews, and walkthroughs featuring eCARTv5 Clinical Deterioration Suite (eCART) and PeraServer and PeraTrend.
Frequently Asked Questions
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Backers
Who funded each tool's parent company.