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Leverage Open AI Tools to Transform Healthcare Delivery

Artificial intelligence isn’t the future of healthcare; it’s already here. Open AI tools are helping professionals improve diagnostic accuracy, save time, and deliver better patient care.

You’ll use open-source platforms like ChatGPT, Glass AI, Symptoma, and Teachable Machine to create practical, ethical AI solutions for clinical settings. Gain hands-on experience with the no-code tools that make healthcare innovation accessible.

Master the foundations of AI in clinical practice

Explore how AI is reshaping healthcare workflows and driving digital transformation. You’ll examine predictive models, clinical applications, and case studies that show how AI-powered tools improve diagnostic accuracy and streamline operations.

By understanding where AI fits into patient monitoring, medical education, and healthcare research, you can start applying it in your own practice.

Build AI-powered tools for real healthcare scenarios

Gain hands-on with no-code AI platforms to create tools that support patient care. You’ll generate AI-assisted clinical notes, nursing reports, and care plans that save time and enhance accuracy.

You’ll also develop predictive models and diagnostic simulations that demonstrate practical healthcare innovation.

Navigate ethics, safety, and scalability in healthcare AI

Examine the legal, ethical, and safety considerations that dictate how we use AI in clinical environments.

Learn to evaluate and integrate clinical decision support systems that are scalable, cost-effective, and ethical. You’ll ensure solutions protect patient safety, while advancing healthcare technology across diverse settings.

When completed, you’ll have the skills to apply open AI tools and drive meaningful innovation across health systems.

Explore our ExpertTrack:AI Applications in Healthcare

Syllabus

Week 1
Introduction to AI in Healthcare
- Lesson 1: Welcome and Course Goals
  Introduction to the course goals and key topics
- Lesson 2: What is AI and Why Healthcare Needs It?
  Learn about AI's role in modern medicine, its core techniques, and why AI is crucial for improving diagnostics and patient care.
- Lesson 3: How AI is Already Being Used in Healthcare
  Explore existing AI systems in healthcare, from imaging to predictive analytics, and their real-world applications in hospitals and clinics.
- Lesson 4: Risks, Myths & Opportunities
  Debunk common myths about AI in healthcare and understand its true potential, risks, and opportunities in the medical field.
Week 2
Open-Source Tools & Platforms in AI Healthcare
- Lesson 5: Open-Source AI – Principles & Ecosystem
  Understand the concept of open-source AI, its value in healthcare, and key frameworks like PyTorch and TensorFlow.
- Lesson 6: Free AI Tools for Clinical Practice
  Learn to use popular open-source AI tools such as Glass AI, Symptoma, and ChatGPT to enhance clinical decision-making and workflows.
- Lesson 7: Datasets & Building AI Without Coding
  Explore how to leverage public medical datasets and use drag-and-drop tools like Teachable Machine to build AI models without coding.
Week 3
Applications of AI in Healthcare Processes
- Lesson 8: AI in Diagnosis & Medical Imaging
  Learn how AI interprets medical images such as X-rays, MRIs, and CT scans to enhance diagnostic accuracy and speed.
- Lesson 9: AI in Monitoring & Risk Prediction
  Explore how AI models predict patient deterioration, including forecasting conditions like sepsis and heart failure.
- Lesson 10: Virtual Assistants and AI in Operations
  Discover how AI-powered assistants and chatbots automate healthcare operations, improving patient experience and reducing clinician workload.
Week 4
AI-Powered Decision Support Systems (CDSS)
- Lesson 11: Clinical Decision Support Systems (CDSS)
  Understand the role of CDSS in healthcare, and how they assist clinicians with real-time recommendations and alerts.
- Lesson 12: AI Safety, Regulation & Legal Issues
  Learn about the regulatory, legal, and safety considerations when deploying AI in healthcare, including compliance with HIPAA and GDPR.
- Lesson 13: Ethics, Bias & Responsible AI Deployment
  Explore the ethical challenges of AI, focusing on bias mitigation, fairness, and responsible AI deployment in clinical environments.
- Lesson 14: Course Wrap-Up
  A brief review of key concepts covered in the course, reinforcing the practical applications of AI in healthcare.

Who is this accredited by?

The CPD Certification Service:

The CPD Certification Service was established in 1996 and is the leading independent CPD accreditation institution operating across industry sectors to complement the CPD policies of professional and academic bodies.

When would you like to start?

Start straight away and join a global classroom of learners. If the course hasn’t started yet you’ll see the future date listed below.

Available now
Join - $69

Learning on this course

On every step of the course you can meet other learners, share your ideas and join in with active discussions in the comments.

What will you achieve?

By the end of the course, you‘ll be able to...

Explain the basics of AI and its practical applications in healthcare.
Build and use AI-assisted tools for diagnosis, documentation, and patient monitoring.
Create nursing reports and care plans using ChatGPT.
Evaluate the structure, types, benefits, and integration strategies for Clinical Decision Support Systems (CDSS) using AI in real-time clinical settings.
Recognize legal, ethical, and safety considerations of using AI in clinical environments

Who is the course for?

This course is ideal for doctors, nurses, clinical educators, healthcare administrators, researchers, and AI engineers who want to apply open AI tools to improve patient care and drive healthcare innovation.

Who will you learn with?

Paul Siegel

Who developed the course?

Starweaver

Starweaver is a next generation platform that engages your workforce as no other. Combining business and technical skills, Starweaver provides real-time skill building that is in line with your business objectives and strategies, and in your associates day to day tasks and jobs.

What's included?

This is a premium course. These courses are designed for professionals from specific industries looking to learn with a smaller group of like-minded individuals.

Learn best practices from experts
Learn from the experience of other health professionals
Fit learning around your schedule with unlimited access
Get evidence of learning outcomes and CPD hours
Certificate of Achievement to prove your success when you're eligible
Download and print your Certificate of Achievement anytime

Join - $69

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