eCARTv5 Clinical Deterioration Suite (“eCART”) vs PeraServer and PeraTrend

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.

AI Verdict

Both AgileMD's eCARTv5 and PeraHealth's PeraServer/PeraTrend are FDA-cleared, AI-powered Software as a Medical Device (SaMD) designed to predict clinical deterioration in hospitalized patients. While eCARTv5 focuses on predicting death or ICU transfer in adult patients using up to 97 variables and embedded clinical pathways, PeraHealth's tools, powered by the Rothman Index, offer real-time patient acuity scores and support neonatal, pediatric, and adult patients.

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

Tie

Both 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

Tie

Both 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.

Loading videos…
Videos need JavaScript to load. Search YouTube directly →

View all on YouTube

Frequently Asked Questions

eCARTv5 integrates directly into EHR systems, analyzing up to 97 real-time variables and guiding care with embedded clinical pathways. PeraServer and PeraTrend also integrate with EHRs and offer a web-based user interface, allowing for real-time predictive analytics and visual dashboards of patient conditions.
eCARTv5 has demonstrated high accuracy, with an AUROC of 0.834 in retrospective validation, outperforming other early warning scores like NEWS and MEWS. It has been validated across diverse patient demographics and clinical conditions. PeraHealth's tools, powered by the Rothman Index, also offer predictive analytics for early detection of deterioration, though specific accuracy metrics are not detailed in the provided information.
While specific learning curve details for each product are not provided, integrating any new EHR-integrated tool requires dedicated training and ongoing learning for IT and clinical super users to ensure seamless operation and support. Both systems aim to support clinical decision-making, suggesting an intuitive design is a priority for adoption.
Both companies would typically offer support during implementation and ongoing use, as robust support systems are crucial for EHR-integrated tools. This often includes multi-tiered support structures, with clinical super users, specialized IT staff, and vendor support. Specific details on the nature and tiers of support would need to be obtained directly from each vendor.
eCARTv5 has undergone multicenter development and validation across 21 hospitals from three health systems, suggesting its design accounts for consistent performance in diverse environments. PeraHealth's tools are also designed for enterprise-wide use, implying considerations for multi-site deployments, but specific details on rollout strategies are not provided.
Both tools are integrated into EHR systems, which inherently leverage the security framework of the EHR. eCARTv5's integration with EHRs and utilization of real-time variables suggest it operates within established secure data exchange protocols. For PeraHealth, while EHR integration is a key feature, additional security specifics beyond HIPAA compliance are not detailed in the provided information.
eCARTv5 explicitly states it guides care with embedded clinical pathways, directing clinical teams towards standardized guidance for elevated-risk patients. PeraHealth's tools provide real-time predictive analytics and visual dashboards for patient condition, which can inform decision-making, but the explicit mention of embedded clinical pathways is not present in the provided information.

Backers

Who funded each tool's parent company.

AI Tool Finder
AI-powered search. Results may not be comprehensive.