Healthcare IT Decoded - Applications of Prompt Engineering

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 how prompt 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 promptingChain of Thought promptingRole-based promptingPrompt Chaining & Self-ConsistencyPrompt TemplatesMultimodal Prompts (text, image, etc. )Prompting Guardrails & Best Practices:Content FilteringSession & Memory ManagementPersonally Identifiable Information (PII) HandlingBias & Injection DetectionToxicity Detection & Image ModerationAvoiding Hallucinations in AI OutputsSpecific Healthcare Business Use Case we try to solve using Prompts:Named Entity Extraction from clinical textICD-10-CM, ICD-10-PCS, SNOMED-CT, LOINC, RxNorm Coding via AI promptsSOAP Note Creation (includes tool demonstrations)HIPAA-Compliant Data Masking using PromptsSentiment Analysis in Healthcare CommunicationSynthetic Data Generation in HL7 format for training and testingBy the End of This Course, You Will:Understand the fundamentals and types of AI promptingBe able to craft and apply prompts tailored to specific healthcare functionsApply guardrails to build safe, ethical, and effective AI interactionsGain hands-on experience with real healthcare use cases.