AI for Healthcare Students
From Curiosity to Capability: Beginning Your Professional AI Journey
Workshop Philosophy
Artificial Intelligence is no longer merely a technology to be understood—it is becoming a professional capability to be developed.
Unlike conventional AI orientation programmes that primarily introduce AI concepts and tools, this workshop prepares students to learn with AI, think with AI, collaborate with AI, and make professional judgments with AI.
The workshop emphasizes that AI is not a replacement for healthcare professionals. Rather, it is a powerful learning companion, thinking partner, and productivity assistant that complements human knowledge, ethics, empathy, communication, and clinical judgment.
Workshop Learning Journey
Awareness → Appreciation → Application → Action
This progression enables students to move from understanding AI to confidently applying it in their academic and professional lives.
Workshop Objectives
By the end of the workshop, every participant will be able to:
Learn with AI
Understand difficult concepts
Create study notes
Generate quizzes and flashcards
Prepare for examinations
Accelerate self-learning
Think with AI
Explore multiple viewpoints
Improve critical thinking
Solve problems systematically
Generate ideas
Ask better questions
Collaborate with AI
Use AI as a learning assistant
Work with AI for assignments and projects
Improve communication
Support research and teamwork
Enhance personal productivity
Make Professional Judgments with AI
Evaluate AI-generated responses critically
Identify errors and hallucinations
Verify evidence
Protect patient privacy
Apply ethical and professional decision-making
Workshop Outline
Session 1 (20 Minutes)
AI Awareness
Theme
Understanding AI and Why It Matters
Topics
What is AI?
AI myths versus reality
AI in healthcare
AI in education
AI as a professional capability
Key Message
Healthcare professionals of the future will learn, think, collaborate, and make decisions with AI—not be replaced by it.
Demonstration
One medical concept explained to:
A child
A patient
A first-year student
A specialist
Individual Exercise
Ask AI:
"Explain my profession and how AI can help me become a better healthcare professional."
Session 2 (30 Minutes)
Appreciating AI in Healthcare
Theme
AI Across Healthcare Professions
Applications in:
Medicine
Dentistry
Nursing
Physiotherapy
Pharmacy
Biomedical Research
Hospital Administration
Discussion
Where AI helps
Where humans remain essential
Pair Exercise
Choose one healthcare topic.
Ask AI to explain it for:
A patient
A classroom
Clinical practice
Discuss how the explanations differ.
Learning Outcome
Students appreciate AI as a communication and learning partner.
Session 3 (20 Minutes)
Thinking with AI
Theme
Learning to Communicate with AI
Prompt Framework
Task + Context + Audience + Format + Constraints
Demonstration
Weak prompt
↓
Better prompt
↓
Professional prompt
Individual Exercise
Improve a prompt.
Observe how AI improves.
Learning Outcome
Students realize that better thinking leads to better AI results.
Session 4 (50 Minutes)
Learning with AI
Theme
AI as Your Personal Learning Companion
Students use AI to:
Understand lectures
Create summaries
Generate flashcards
Prepare MCQs
Develop mnemonics
Prepare viva questions
Create revision plans
Individual Exercise
Generate:
Summary
Flashcards
MCQs
Revision sheet
Pair Exercise
Upload a textbook page or diagram.
Ask AI to:
Explain it
Quiz you
Predict viva questions
Simplify difficult concepts
Learning Outcome
Students experience AI as an everyday study partner.
Session 5 (20 Minutes)
Judging with AI
Theme
Responsible and Ethical AI
Topics
Hallucinations
Bias
Privacy
Academic integrity
Patient confidentiality
Framework
Think → Ask → Judge
Pair Exercise
Analyse an AI response.
Identify:
Incorrect information
Missing information
Unsafe advice
Improve the response.
Learning Outcome
Students understand that professional judgment always remains a human responsibility.
Session 6 (20 Minutes)
Beginning Your Professional AI Journey
Theme
Building AI Habits for a Successful Career
Four stages
Learn with AI
Think with AI
Collaborate with AI
Make Professional Judgments with AI
Individual Reflection
Complete your Personal AI Action Plan.
Three ways I will use AI this week.
One learning habit AI will improve.
One AI skill I will develop this month.
One ethical principle I will always follow.
Learning Outcome
Every student leaves with a practical roadmap for becoming an AI-enabled healthcare professional.
Expected Outcomes
By the end of the workshop, students will:
Understand AI's opportunities and limitations.
Develop confidence in using AI for learning.
Think more effectively through structured interaction with AI.
Collaborate productively with AI on academic and professional tasks.
Exercise sound professional judgment when using AI.
Begin a lifelong journey of responsible AI-enabled professional development.
Workshop Vision
To introduce every first-year healthcare student at SDM University to the knowledge, skills, mindset, and ethical foundations required to learn with AI, think with AI, collaborate with AI, and make professional judgments with AI throughout their academic and professional careers.
Tagline
Learn with AI. Think with AI. Collaborate with AI. Judge with Wisdom.
