Table 5 Use cases of the dataset in various aspects of sepsis management.
From: Chest computed tomography for patients with sepsis in the emergency intensive care unit
Use case | Description |
|---|---|
Medical Imaging Research | Analysis of chest computed tomography scans to identify sepsis-related features and patterns. |
Machine Learning Model Development | Utilization of dataset to train and validate algorithms for sepsis diagnosis and prognosis. |
Clinical Decision Support | Integration into clinical tools to support healthcare providers in making informed treatment decisions for sepsis patients. For example, fluid resuscitation can be informed by analyzing the chest CT. |
Medical Education | Application in educational programs to improve analytic skills of researchers. |
Research Advancement | Driving innovative research to improve diagnostic methods, treatment strategies, and patient outcomes in sepsis care. |
