THE CAREFLOW PLATFORM
Analytics Dashboards with Insights
Careflow Insights is an analytics dashboard to help clinicians gain insights on longitudinal patient data, clinical data flows, and AI model algorithms.
Insights makes it easy for clinicians and researchers to filter data using inclusion and exclusion criteria, visualize the selected data, and export de-identified data for research, clinical quality improvement, or AI model evaluation and tuning. It provides clinicians with observational insights on data flows and AI model algorithms to ensure trust in AI-driven healthcare.
Retrospective Data Insights
Users can easily create retrospective data projects and explore the normalized longitudinal patient timeline datasets with collaborators. Patient cohort datasets can be filtered using easy-to-configure inclusion and exclusion criteria. The filtered and de-identified patient data can be analyzed using the Careflow Timeline tool to look for patterns and other insights.
Data for AI & Research
Careflow Insights simplifies access to patient data for research and AI algorithm use cases while adhering to strict data privacy and compliance controls. Clinicians can select the data variables of interest from a filtered patient cohort within an aggregated patient timeline dataset and export the de-identified data.
This platform module also offers data and insights to foster inclusive AI models, supporting diversity. Insights includes checks and balances to address potential bias in algorithms or training data. Users can leverage de-identified data for analysis, aiding in uncovering underlying biases while considering privacy and ethical implications.
Dataflow Dashboard
Insights provides dataflow graphs, such as patterns of practice dashboards and data flows between systems. These dashboards can be used for clinical quality improvement, research, or to guide the tuning of the integrated AI models and algorithms.
Benefits of Careflow Insights
Analyze Retrospective Data More Efficiently
Easily filter patient cohort datasets using easy-to-configure inclusion and exclusion criteria to uncover important insights.
Ensure Privacy Compliant Data Access
Quickly access retrospective data for analysis and export de-identified data with confidence using stringent privacy and security controls.
Access Closed-loop Feedback for AI Driven Healthcare
Guide AI model evaluation and tuning with observational insights from data flow dashboards and reports.