This chart can be found in 2022 RSNA Journal: Artificial Intelligence and Radiology Education Tejani, Ali S. (TRS member), et al. Radiology:Artificial Intelligence Vol. 5 No 1.  

AI Info & Utility Links from Basic to Advanced & In-between

Basic AI-Machine Learning Info - Getting Started

Free Resources

• ACR: The Basics of AI (Informatics e-learning Hub)

• Artificial Intelligence Tutorial for Beginners: Learn Basics of AI

• Fast-AI Training Modules

• I3 SIIM (Society Imaging Informatics in Medicine)

  • All inclusive introduction to imaging informatics - resident level, self-paced

  • Access through SIIMU (must create/have SIIM account)

Other Resources

• NIIC-RAD (RSNA+SIIM): fundamentals of imaging informatics

  • Scholarships available

• AI with Python: Tutorials

  • How to Build a Neural Network & Make Predictions

  • AI with Python

  • In order to obtain a certificate of basic Python training, you can take this Udacity Course

• Coursera (pay for credit, audit for free)

  • AI for Medicine specialization: AI for medical diagnosis, prognosis, and treatment

  • AI in Healthcare specialization: fundamentals of machine learning for healthcare, evaluations of AI applications in healthcare

  • Deep learning specialization: introduction to neural networks, deep learning, and convolutional neural networks

  • in order to obtain