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Application Example Use Case
Clinical Decision Support Diagnosing diseases based on unstructured EHR notes
Enhancing Patient Experience Analyzing feedback from satisfaction surveys
Fraud Detection & Compliance Spotting irregular claim patterns
Medical Research Analyzing drug trial reports and academic literature
EHR Analysis Structuring handwritten or dictated doctor notes
| Feature | Text Analytics | Sentiment Analysis |
|------------------|--------------------------------------|----------------------------------------|
| Focus | Topics, keywords, word relationships | Emotions behind the words |
| Use Cases | Identify trends, themes, issues | Understand tone, satisfaction, urgency |
| Output Example | “Returns” spiking 40% this week | Sentiment score dropped from +2 to –2 |
| Technology | NLP for structure and grammar | Emotion and tone scoring models |
| Bonus Capability | Finds trending topics and anomalies | Detects mood in text, audio, or video |