Medical Decisions Extraction, Visualization, and Annotation

This application offers three interactive tools for working with clinical text data:

1. Decision Extraction & Classification: Process individual notes and receive highlighted key clinical decisions.
2. Patient Visualization: Upload multiple notes to visualize the timeline of decisions.
3. Interactive Narrative Annotator: Manually annotate text for detailed analysis and model training.

Decision Extraction & Classification

This tool allows you to quickly identify and categorize key clinical decisions within a single clinical note.

  1. Input Text: Enter or paste the clinical note into the text box. You can also select from the provided examples.
  2. Run: Click the "Run" button to process the text.
  3. View Results: The labeled output will be displayed, highlighting the identified clinical decisions with color-coded categories.

This provides a simplified overview of the patient's history and key decisions at a glance.

Enter a Discharge Summary or Clinical Note

Labeled Summary or Note

Examples

Decision Categories

๐Ÿค Contact related Admit, discharge, follow-up, referral
๐Ÿ” Gathering additional information Ordering test, consulting colleague, seeking external information
๐Ÿงฉ Defining problem Diagnostic conclusion, evaluation of health state, etiological inference, prognostic judgment
๐ŸŽฏ Treatment goal Quantitative or qualitative
๐Ÿ’Š Drug related Start, stop, alter, maintain, refrain
โœ‚ Therapeutic procedure related Start, stop, alter, maintain, refrain
๐Ÿงช Evaluating test result Positive, negative, ambiguous test results
โฐ Deferment Transfer responsibility, wait and see, change subject
โš  Advice and precaution Advice or precaution
๐Ÿ“„ Legal and insurance related Sick leave, drug refund, insurance, disability