eCARTv5 Clinical Deterioration Suite (“eCART”) vs OM1 Patient Finder

Similar category, different focus. These tools serve overlapping but distinct needs. Comparability 65/100 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

eCARTv5 focuses on real-time prediction of clinical deterioration in hospitalized patients, integrating with EHRs to guide immediate care. OM1 Patient Finder, while also using AI and clinical data, is geared towards identifying patients for research and improving clinical decision-making across broader populations and conditions. Their comparability is adjacent because both leverage AI and real-world data for clinical insights, but their primary applications and target users differ significantly.

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

Choose eCARTv5 Clinical Deterioration Suite if your primary goal is to proactively identify and manage hospitalized adult patients at risk of clinical deterioration (death or ICU transfer). This FDA-cleared, AI-powered SaMD integrates directly with EHRs to provide continuous risk assessment and guide care with embedded clinical pathways, aiming to reduce adverse outcomes and clinician workload.

View eCARTv5 Clinical Deterioration Suite (“eCART”) →

Choose OM1 Patient Finder if…

Choose OM1 Patient Finder if your objective is to leverage extensive real-world clinical data and AI to identify specific patient cohorts for research, clinical trials, or population health initiatives. This tool excels at finding undiagnosed or undertreated patients, analyzing disease prevalence, and gaining insights into treatment pathways to enhance research productivity and clinical decision-making.

View OM1 Patient Finder →

Reviewed by Pouyan Golshani, MD — Interventional Radiologist

Quick Comparison

Feature eCARTv5 Clinical Deterioration Suite (“eCART”) OM1 Patient Finder
Pricing Contact vendor for tailored quote. Unknown
Deployment Cloud-based SaaS, integrated directly into Electronic Health Record (EHR) systems. Cloud-based
BAA Available Unknown Yes AI-estimated
FDA Status 1 AI-estimated Not applicable AI-estimated
HIPAA Unknown Yes 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 designed for seamless integration into existing EHR workflows, providing real-time data and embedded clinical pathways to guide care, which suggests a highly intuitive user interface and a focus on minimizing clinician workload. OM1 Patient Finder, while powerful, focuses more on data analysis and patient identification for research and broader decision-making, with less emphasis on direct, real-time clinical workflow integration for bedside care.

Clinical Value

eCARTv5 Clinical Deterioration Suite (“eCART”)

eCARTv5 is an FDA-cleared Software as a Medical Device (SaMD) specifically designed to predict clinical deterioration (death or ICU transfer) in hospitalized adult patients, with extensive retrospective and prospective validation across millions of patient encounters and numerous peer-reviewed publications. OM1 Patient Finder focuses on identifying patients for target conditions using real-world data, which is valuable for research and population health, but it is not FDA-cleared for direct clinical decision support at the point of care for acute patient management.

Pricing & Value

Tie

Both AgileMD eCARTv5 and OM1 Patient Finder do not publicly disclose their pricing details, instead opting for tailored quotes based on client needs. This lack of transparency makes a direct comparison of pricing and value difficult without specific quotes for comparable scopes of work. Therefore, it is a tie in this dimension.

Enterprise Readiness

eCARTv5 Clinical Deterioration Suite (“eCART”)

AgileMD's eCARTv5 is built for rapid, seamless implementation at scale within health systems, integrating directly into EHRs and operating behind multiple layers of security and compliance (HIPAA, SOC-II). It has been deployed in over 400 hospitals and used by over 150,000 clinical users, demonstrating significant enterprise adoption and stability. While OM1 Patient Finder is cloud-based and HIPAA compliant with API availability, its primary focus on research and data insights, rather than direct clinical workflow integration across an entire hospital system, suggests a different kind of enterprise readiness.

Innovation

Tie

Both tools demonstrate significant innovation in their respective domains. AgileMD's eCARTv5 utilizes a gradient-boosted machine learning model with 97 variables for highly accurate, real-time clinical deterioration prediction, backed by over a decade of research. OM1 Patient Finder leverages its proprietary PhenOM AI model, trained on over a billion patient-years of real-world data, for advanced digital phenotyping, patient identification, and outcomes prediction, pushing boundaries in real-world evidence generation.

Support & Docs

eCARTv5 Clinical Deterioration Suite (“eCART”)

AgileMD provides a range of support and documentation, including peer-reviewed publications, a knowledge base, and direct contact options, indicating a robust support structure for clinical users. While OM1 highlights its scientific and consulting services and its expertise in data science, specific details about readily available user documentation or a dedicated support portal for the Patient Finder tool are less prominent.

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”) OM1 Patient Finder
Name eCARTv5 Clinical Deterioration Suite (u201ceCARTu201d) OM1 Patient Finder
Company AgileMD OM1
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. Uses AI and extensive real-world clinical data to identify individuals most likely to be affected by a target condition, enhancing research productivity and clinical decision-making.
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 AI-powered patient identification, Access to extensive real-world data (RWD), Customizable patient cohorts, Disease prevalence and incidence analysis, Treatment pathway insights, De-identified patient data, Cohort analytics and visualization

Videos

Demos, reviews, and walkthroughs featuring eCARTv5 Clinical Deterioration Suite (“eCART”) and OM1 Patient Finder.

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Frequently Asked Questions

eCARTv5 integrates directly into EHR systems, analyzing up to 97 real-time variables including laboratory results, vital signs, and nursing assessments to predict clinical deterioration. OM1 Patient Finder also integrates with EHRs and leverages extensive real-world data, including primary care and specialty electronic medical records, laboratories, claims, social determinants of health, and mortality data, to identify patients for target conditions.
eCARTv5 has demonstrated high accuracy in predicting clinical deterioration, with an AUROC of 0.834 in retrospective validation and consistent performance across diverse patient demographics and conditions. OM1 Patient Finder has shown strong predictive performance with an AUC of 0.82 in identifying patients with rare metabolic diseases and consistent model performance across sex, age, and race sub-cohorts for conditions like treatment-resistant depression.
eCARTv5 is primarily designed for critical care, emergency medicine, and hospital medicine, focusing on hospitalized adult patients at risk of clinical deterioration. OM1 Patient Finder is tailored for specialties such as dermatology, gastroenterology, and rheumatology, and is also used in mental health and rare diseases for patient identification and research.
AgileMD's eCARTv5 is the result of over a decade of research and has numerous peer-reviewed publications supporting its development and validation. OM1 offers scientific and consulting services with experts in data science, epidemiology, AI, and regulatory strategy to help design and execute programs, and provides access to their Registry Center of Excellence.
While specific audit-trail features are not detailed for either product, eCARTv5 provides reporting and benchmarking capabilities. OM1's PhenOM AI aims for strong predictive performance while maintaining clinical explainability, allowing for understanding of the technology.
eCARTv5 has been validated through extensive clinical performance data from nearly two million hospitalizations across 21 hospitals, ensuring consistent accuracy across diverse patient demographics and medical conditions. OM1 Patient Finder is built to accept a range of data inputs, suggesting adaptability for various environments, and leverages a data foundation from over 350 million individuals across the U.S.

Backers

Who funded each tool's parent company.

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