Course description

Artificial Intelligence is revolutionizing the field of medicine and healthcare. This course offers a comprehensive introduction to the practical uses of AI in this domain. You will learn about the fundamental principles of AI, including machine learning, natural language processing, and computer vision, and how these technologies are being applied to solve real-world healthcare challenges.

Through case studies and practical examples, the course will cover various applications of AI, such as predictive analytics for disease outbreaks, AI-driven diagnostics, personalized medicine, robotic surgery, and virtual health assistants. You will also explore the ethical, legal, and social implications of AI in healthcare, including issues of data privacy, bias, and accountability.

By the end of this course, you will have a solid understanding of how AI is being used to enhance patient care, improve operational efficiency in healthcare facilities, and support clinical decision-making. Whether you are a healthcare professional, a technology enthusiast, or a policy maker, this course will equip you with the knowledge to understand and engage with AI innovations in healthcare.

Course Outline:

  1. Introduction to Artificial Intelligence in Healthcare
    • Overview of AI and its relevance to healthcare
    • History and evolution of AI in medicine
  2. Fundamentals of AI Technologies
    • Machine learning: supervised, unsupervised, and reinforcement learning
    • Natural language processing and its applications in healthcare
    • Computer vision and medical imaging
  3. AI in Diagnostics and Treatment
    • AI-driven diagnostic tools and systems
    • Predictive analytics and early detection of diseases
    • AI in personalized medicine and treatment plans
  4. AI in Patient Care and Management
    • Virtual health assistants and chatbots
    • Remote patient monitoring and telemedicine
    • Robotic surgery and AI-assisted procedures
  5. Operational Efficiency and Healthcare Management
    • AI in hospital administration and resource management
    • Predictive maintenance of medical equipment
    • AI in supply chain management and logistics
  6. Ethical, Legal, and Social Implications
    • Data privacy and security in AI applications
    • Addressing bias and ensuring fairness in AI systems
    • Legal and regulatory considerations for AI in healthcare
  7. Case Studies and Real-World Applications
    • Analysis of successful AI implementations in healthcare
    • Lessons learned from AI project failures
    • Future trends and emerging technologies in AI for healthcare
  8. Practical Sessions and Hands-On Experience
    • Workshops on building simple AI models for healthcare applications
    • Simulations and role-playing exercises
    • Group projects and presentations
  9. Conclusion and Future Directions
    • Recap of key learnings
    • The future of AI in medicine and healthcare
    • Career opportunities and further learning resources

By completing this course, participants will gain a robust understanding of the practical applications of AI in healthcare and be prepared to contribute to the development and implementation of AI solutions in the medical field.

What will i learn?

  • Understand the Basics of AI: Explain fundamental AI concepts and terminologies. Differentiate between various types of AI technologies like machine learning, natural language processing, and computer vision.
  • Apply AI in Healthcare: Identify and describe various AI applications in diagnostics, treatment, patient care, and healthcare management. Understand how AI can improve patient outcomes and operational efficiency.
  • Conduct Practical AI Tasks: Build and evaluate simple AI models relevant to healthcare. Use AI tools for data analysis, predictive modeling, and other healthcare applications.
  • Evaluate Ethical and Legal Issues: Discuss the ethical, legal, and social implications of AI in healthcare. Propose solutions to address common issues like data privacy, bias, and accountability.
  • Analyze Real-World Case Studies: Learn from successful and unsuccessful AI implementations in healthcare. Apply lessons from case studies to hypothetical or real-world scenarios.
  • Engage with AI in Healthcare Innovations: Stay informed about the latest trends and future directions of AI in healthcare. Explore career opportunities and further educational resources in AI and healthcare technology.

Requirements

  • Prerequisites: No prior AI or programming experience required. Basic understanding of healthcare concepts is beneficial but not mandatory.
  • Technical Requirements: A computer with internet access Basic proficiency in using computers and navigating online platforms
  • Time Commitment: Approximately 5-7 hours per week for lectures, readings, and assignments

Frequently asked question

This course is designed for healthcare professionals, medical students, IT specialists, data scientists, and anyone interested in the intersection of AI and healthcare.

No prior knowledge of AI is required. The course starts with the basics and builds up to more advanced topics.

The course spans 10 weeks, with weekly modules and hands-on sessions.

Yes, the course includes practical sessions, workshops, and group projects to provide hands-on experience with AI tools and technologies.

Yes, there will be quizzes, assignments, and a final project to assess your understanding and practical application of the course material.

Yes, the course is available both online and in-person, with all materials accessible through our learning management system.

You will have access to a course instructor, teaching assistants, and a community forum for peer support.

Yes, participants who complete all course requirements will receive a certificate of completion.

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Healthcare Innovator | Digital Health Entrepreneur | Editor-in-Chief | Champion for Accessible and Equitable Healthcare Solutions| English Coach and Public Speaking Educator

I’m Dr. Levi Cheruo Cheptora—a healthcare innovator, educator, and your friendly neighborhood digital health troublemaker. I wear many hats, but my favorite one is the one that says, “How can I fix this broken healthcare system?”You see, before COVID-19 arrived to complicate our lives further, I buried five close family members, including my father and fiancée. Why? Because ignorance and lack of access to healthcare did what a lion couldn’t—it killed. And as my grandmother always says, “A hyena dies from wandering, not from hunger.” I realized then that we were wandering aimlessly in a jungle of preventable deaths.So, I decided to stop waiting for the rainmaker and became one myself. In 2020, I started Doctors Explain Digital Health Co. LTD, with a big dream and a bigger fight in me. My mission is simple: make sure 90% of rural Kenyans and people with mobility challenges can access specialized care and health information by 2030.What Drives Me?I believe healthcare isn’t just for those who can afford it or live near a hospital. It’s for everyone—whether you’re in Nairobi or deep in Samburu. But let’s be honest, right now, healthcare in Kenya is like a house with no roof: it looks okay until it starts raining. That’s why I focus on three key areas:Digital Doctors CollegeLet’s face it, healthcare professionals need to learn, unlearn, and relearn. Our online college offers over 90 courses to help them master telemedicine, health informatics, and more. Because, as they say, “An old broom may know the corners, but it can’t sweep out new dirt.”360° MHMIS (Hospital Management Software)Hospitals shouldn’t run like matatus. With our software, we’re fixing the chaos: managing patient records, appointments, and billing—all from one platform. It’s like giving a sufuria to someone who’s been trying to cook with a calabash!Doctors Explain TVMany of us can recite episodes of Maria but don’t know the signs of hypertension. That’s why we created multilingual, entertaining health content to educate people across Kenya. If knowledge is power, then this is us handing out rechargeable batteries!Why I CareWhen I look at the faces of families in rural Kenya, I see my own. I know what it’s like to feel helpless, to wonder what might have been if only we had known better. But as the elders say, “When spider webs unite, they can tie up a lion.” So here I am, spinning my web, pulling together people, ideas, and technology to build a healthier Kenya—one step at a time.

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Free

Lectures

31

Skill level

Beginner

Expiry period

Lifetime

Certificate

Yes

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