Understand the claim
Separate prediction, generation and action. Name the intended use and ask what the evidence actually supports.
AI in Oncology Practice Foundations
Eight short lessons with worked cases and practice checks. Finish with a framework for the next AI proposal on your desk and a verifiable Certificate of Completion.
No account needed for Module 1. Educational only; not CME.
Start with the task
Follow the work. Find the point where human judgment matters.

A practical foundation
For care teams, leaders, researchers and builders exploring healthcare AI. Learn through oncology workflows and consider what applies to your role.
Separate prediction, generation and action. Name the intended use and ask what the evidence actually supports.
Trace patient data, missing information, oversight and failure modes through an oncology workflow.
Practice a vendor review, define a narrow pilot and build a use-case memo with an owner and a stop rule.
Explore openly. Learn with structure.
HealthIT.com offers a free, open resource library. Oncology AI Academy builds on that exploration with structured study, practice and assessment, using the complexity of cancer care as a learning model.
Individual professional development
Explore a question through HealthIT's free references, then work through the Academy course and practice exercises. Complete every module and pass the final assessment to earn a verifiable Certificate of Completion.
Explore the Academy courseOrganizational workforce readiness
Use the free frameworks to discuss AI proposals, examine workflows and identify learning needs across roles. Staff can take the existing Academy course individually and bring what they learn back to team discussions and workflow evaluations.
Explore HealthIT's open resourcesIndividual course enrollment. The Certificate of Completion records course completion; it does not certify an organization or establish professional competence. Educational only; not CME or accreditation.
HealthIT.com is run by HealthIT, the company that operates Oncology AI Academy. Its resources are free and open.
What you finish with
Complete all eight modules and pass the final assessment. Your Certificate of Completion has a public verification link that shows completion, never your score.
Not CME, accreditation or a professional credential.
AI in Oncology Practice Foundations
Oncology AI Academy
The founding course
Short presentation lessons. Applied exercises. A final assessment. A verifiable record of completion.
Beginner to intermediate · Individual enrollment
View curriculum and accessCertificate of Completion only. Not CME, accreditation or a professional credential.
Briefings
Short, sourced briefings on AI in cancer care. Each one links to the module that teaches it in depth.
deep-dive · May 8, 2026
Oncology prior authorization is a natural beachhead for agentic AI: high-volume, evidence-bound work with asymmetric patient stakes.
Read briefingframework · May 8, 2026
Healthcare AI validation needs more than benchmark performance. The clinical floor is source-grounded, audited, local, and monitored.
Read briefingtutorial · May 8, 2026
TEFCA and FHIR are the boring infrastructure behind serious oncology AI. Without longitudinal interoperability, the agent is blind.
Read briefingBetween modules
Episodes of The HealthIT.com Podcast and open guides that extend each module.
Podcast · HealthIT.com
Adoption, financing and the evidence needed to judge practical value.
ListenPodcast · HealthIT.com
How a clinical summary can sound accurate and still leave out something important.
ListenResources
Evaluation worksheets, evidence guides and a product directory, mapped to the course.
Browse resourcesHealthIT.com is run by HealthIT, the company that operates Oncology AI Academy. Its resources are free and open.