Artificial Intelligence for Healthcare

Gain expertise to lead in an AI-powered healthcare industry as you gain future-ready skills in AI concepts, tools, and ethics, from Universiti Malaya.

Duration

8 weeks

Weekly study

2 hours

100% online

How it works

Unlimited subscription

Learn more

Established

1905

Location

Kuala Lumpur, Malaysia

World ranking

Source: QS World University Rankings 2021

Delve into the transformative power of AI in the healthcare industry

On this eight-week course, you’ll explore how AI is being used to turn the healthcare industry into a highly data-driven field.

You’ll discover how different technologies are revolutionising areas in healthcare such as diagnostics, personalised medicine, and robotic surgery. With a strong focus on ethical issues, you’ll be able to dissect and discuss the complex challenges faced in modern healthcare settings.

By the end, you’ll understand AI-driven medical solutions and how machine-learning techniques can help solve real-world problems.

Unpack the types of AI in healthcare such as generative AI

You’ll start by unravelling how machine learning and deep learning improve healthcare.

Next, you’ll dissect the different forms of AI in healthcare – such as NLP, computer vision, robotics, and Generative AI. You’ll critically examine their real-world applications balanced against ethical considerations.

Explore AI ethics and data privacy

Throughout the course, you’ll investigate AI’s transformative impact on healthcare, mainly focussing on its enhancements to diagnostics, patient care, and operational efficiency.

You’ll delve into issues related to AI ethics and data privacy as you address bias, fairness, and privacy concerns. Along with this, you’ll also explore the psychological implications of AI’s integration into healthcare systems.

Investigate AI tools with the Universiti Malaya

Finally, you’ll explore how AI tools are utilised within medical diagnostics and personalised treatment mechanisms to undertsand how they have revolutionised the industry.

Guided by the experts at Universiti Malaya, you’ll finish with the AI knowledge to lead in a tech-driven healthcare landscape.

  • Week 1

    Introduction to Artificial Intelligence (AI)

    • Getting Started

      Before you get started, we would like to give you an overview of the course and introduce you to our instructor.

    • AI Applications, Significance, and Milestones

      Learners will define Artificial Intelligence (AI), explore its diverse applications, assess its transformative significance in healthcare, and review key milestones in AI's historical development.

    • Weekly Wrap Up

      Let's wrap up! What have you learned so far? Let's do some reflections!

  • Week 2

    Basic Concepts of Artificial Intelligence (AI)

    • Data, Information, and Knowledge in AI

      Learners will explore the distinctions between data, information, and knowledge in AI, understanding how each contributes to intelligent decision-making and problem-solving.

    • Knowledge representation and reasoning

      Next, learners will explore knowledge representation and reasoning, key AI concepts that allow machines to understand and process information like humans.

    • Weekly Wrap Up

      Let’s conclude! What key insights have you gained from this week?

  • Week 3

    Employing Machine Learning and Deep Learning in Healthcare

    • What is Machine Learning and Deep Learning in healthcare?

      We will explore how Machine Learning and Deep Learning are transforming healthcare. You'll learn how these AI techniques are applied in diagnostics, treatment, and personalized medicine to improve patient care and outcomes.

    • Performing Data Analysis for AI

      Explore what AI data analysis entails and how to effectively prepare for it, covering essential steps and best practices.

    • Weekly Wrap Up

      Let's quickly recap the week's key moments in a brief, insightful summary for reflection.

  • Week 4

    Types of Artificial Intelligence (AI) in Healthcare

    • What types of AI?

      Learn about the different types of AI, including their characteristics, functionalities, and applications across various fields.

    • AI applications in healthcare

      Exploring the different types of AI that are transforming the field—from enhancing diagnoses and treatments to improving overall efficiency in healthcare systems.

    • Weekly Wrap Up

      Let's quickly recap the week's key moments in a brief, insightful summary for reflection.

  • Week 5

    How AI is Transforming the Healthcare Industry

    • Roles of AI in patient care

      We’ll explore healthcare challenges that AI can address, discuss its crucial role in medical diagnostics, and highlight how AI enhances patient care and treatment outcomes.

    • Role of AI in medical diagnostics

      Artificial Intelligence (AI) plays a transformative role in medical diagnostics by enhancing the accuracy, efficiency, and speed of identifying diseases.

    • Weekly Wrap Up

      Unpack the week's significant happenings in a brief, clear summary for easy recall.

  • Week 6

    AI Ethics and Data Privacy

    • The importance of AI ethics in healthcare

      We’ll delve into AI ethics, exploring key principles, challenges, and the importance of ethical considerations in developing and using AI technologies responsibly for healthcare.

    • Impact of AI on Patients and Providers

      Explore the ethical aspects of AI in healthcare, focusing on bias and fairness, data privacy concerns, and the psychological impacts of AI use on patients and healthcare professionals.

    • Weekly Wrap Up

      Explore the week's major highlights in a succinct, engaging overview for thoughtful review.

  • Week 7

    AI in Medical Diagnostics and Treatment

    • Applications of AI in healthcare

      Explore some of the real-world applications of AI in medical diagnostics and treatment that are making this vision a reality.

    • Weekly Wrap Up

      Digest the week's top stories in a short, informative recap for easy understanding.

  • Week 8

    AI in Electronic Health Records, Drug Discovery, Medical Research, and Public Health

    • AI in Electronic Health Records

      Explore what is AI in Electronic Health Records

    • Real-world example of AI in action

      Let’s take a closer look at a real-world example of AI in action.

    • Weekly Wrap Up

      Time to recap! How will you apply what you’ve learned in this week to real-world scenarios?

    • Course Wrap Up

      Congratulations! You've successfully completed the AI for Healthcare course. Well done on reaching the end of this learning journey!

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