Healthcare IT Decoded - Applications of Prompt Engineering

Prompts for Real-World Healthcare Business Scenarios

What you'll learn
- Understand the End to End Data Analysis Workflow
- Create different charts using various Healthcare datasets
- Demonstrate knowledge of creating simple charts like Bar, Scatter, Line Charts using Healthcare Data
- Demonstrate knowledge of creating complex charts like Sankey Chart using Healthcare Data

Requirements
- No specific experience required.

Description
Welcome to “Healthcare IT Decoded – Applications of Prompt Engineering,” a course designed for healthcare professionals, technologists, and innovators looking to bridge the gap between real-world healthcare operations and the transformative power of AI using Prompting techniques.

In this course, we explore howprompt engineering—a powerful technique for interacting with AI tools like ChatGPT—can be practically applied across a variety of healthcare settings. Leveraging, role-based examples, we’ll decipher how simple, well-crafted prompts can guide you to solve certain healthcare challenges.

What You’ll Experience and Learn:

The fundamentals of prompt engineering.

Types of Prompting Techniques:

Zero-shot, One-shot, Few-shot prompting

Chain of Thought prompting

Role-based prompting

Prompt Chaining & Self-Consistency

Prompt Templates

Multimodal Prompts (text, image, etc.)

Prompting Guardrails & Best Practices:

Content Filtering

Session & Memory Management

Personally Identifiable Information (PII) Handling

Bias & Injection Detection

Toxicity Detection & Image Moderation

Avoiding Hallucinations in AI Outputs

Specific Healthcare Business Use Case we try to solve using Prompts:

Named Entity Extraction from clinical text

ICD-10-CM, ICD-10-PCS, SNOMED-CT, LOINC, RxNorm Coding via AI prompts

SOAP Note Creation (includes tool demonstrations)

HIPAA-Compliant Data Masking using Prompts

Sentiment Analysis in Healthcare Communication

Synthetic Data Generation in HL7 format for training and testing

By the End of This Course, You Will:

Understand the fundamentals and types of AI prompting

Be able to craft and apply prompts tailored to specific healthcare functions

Apply guardrails to build safe, ethical, and effective AI interactions

Gain hands-on experience with real healthcare use cases

Who this course is for:
- Beginners curious about create basic Charts using Python programming and Healthcare Data
- Health IT Professionals
- Healthcare/Hospital Management Professionals
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