Free Resources to Better Understand AI in Healthcare

As the space is fast-paced and ever changing, we wanted to share some top free resources to help support your understanding of Artificial Intelligence in Healthcare and Clinical Trials.

AN AI Generated Image of a Brain

Courses:

• AI for Medicine Specialisation by DeepLearning.AI on Coursera

  • Diagnose diseases from x-rays and 3D MRI brain images

  • Predict patient survival rates more accurately using tree-based models

  • Estimate treatment effects on patients using data from randomized trials

  • Automate the task of labeling medical datasets using natural language processing

  • https://www.coursera.org/specializations/ai-for-medicine

• AI in Healthcare by Stanford University on CourseraI

  • Identify problems healthcare providers face that machine learning can solve

  • Analyze how AI affects patient care safety, quality, and research

  • Relate AI to the science, practice, and business of medicine

  • Apply the building blocks of AI to help you innovate and understand emerging technologies

  • https://www.coursera.org/specializations/ai-healthcare

• Fundamental’s of Machine Learning for Healthcare

  • Define important relationships between the fields of machine learning, biostatistics, and traditional computer programming.

  • Learn about advanced neural network architectures for tasks ranging from text classification to object detection and segmentation.

  • Learn important approaches for leveraging data to train, validate, and test machine learning models.

  • Understand how dynamic medical practice and discontinuous timelines impact clinical machine learning application development and deployment.

  • https://www.coursera.org/learn/fundamental-machine-learning-healthcare

• AI for Business short course by IBM

  • Designed to help business leaders gain the knowledge needed to prioritize the AI investments that can drive growth.

  • https://www.ibm.com/think/ai-academy

Videos:

• Top 7 AI Examples In Healthcare - The Medical Futurist https://www.youtube.com/watch?v=mkiDXTS6-mU

• How AI Can Transform Decision-Making in Healthcare | Ana-Maria Constantin | TEDxBoston https://www.youtube.com/watch?v=U8Rm1eZpGNQ

• Navigating the AI Future of Health Care | Benjamin Collins | TEDxVanderbiltUniversity https://www.youtube.com/watch?v=gsAlpElHyN0

• Accelerating Clinical Trials with AI: The Future of AI and Health | Michael Lingzhi Li | TEDxBoston https://www.youtube.com/watch?v=ctRnh65cAeI

• Virtual Event: The next generation of AI powered clinical trials https://www.youtube.com/watch?v=lVJUTzIgzQU

Articles/Reports:

• Artificial intelligence in healthcare: transforming the practice of medicine: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8285156/

• Artificial Intelligence for Clinical Trial Design https://www.cell.com/trends/pharmacological-sciences/fulltext/S0165-6147(19)30130-0?dgcid=raven_jbs_etoc_email

• Artificial Intelligence Applied to clinical trials: opportunities and challenges https://link.springer.com/article/10.1007/s12553-023-00738-2

We hope this helps you. If there are any resources you've found interesting, please post these in the comments below.