Healthcare IT Decoded - Applications of Prompt Engineering

About this course

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 W