DiagnosticON: Technology Overview

We aim to support hospitals in the U.S. and Europe in achieving an optimal balance — delivering the best possible patient outcomes while minimizing unnecessary costs, avoiding penalties, and strengthening value-based healthcare performance.

Compared to traditional physician judgment during discharge planning, DiagnosticON offers:

• Enhanced Risk Assessment Accuracy: Providing individualized, evidence-based risk predictions for 30-day readmission and survival, grounded in validated clinical models and real-time patient data.

• Top Risk Factor Identification: Automatically identifying and ranking the most influential clinical and care-related factors contributing to each patient's risk, helping clinicians target modifiable issues.

• Integrated Cost-Effectiveness Analysis: Evaluating the financial trade-offs between early discharge versus extended hospitalization, supporting both patient outcomes and hospital budget optimization.

• Dynamic Scenario Simulation: Allowing clinicians to model "what-if" changes to key risk factors and instantly visualize the impact on patient outcomes and hospital resource use.

• Streamlined Decision Support: Accelerating complex discharge decision-making with intuitive dashboards, structured shared-decision tools, and guideline-based recommendations — all seamlessly integrated with hospital EHR systems via Redox Nexus.

Through these capabilities, DiagnosticON helps hospitals improve patient care, reduce avoidable readmissions, and drive operational and financial efficiency.