Editorial Standards

Every question on MeducationAI is authored and peer-reviewed by practicing hematology-oncology physicians. Our editorial process is designed to support board readiness and safe, evidence-based clinical reasoning.

We continuously review and update our content against major guidance sources, including NCCN, ASCO, and ELN. When material updates affect diagnosis or treatment pathways, affected questions are flagged and revised by physician reviewers.

For how articles are medically reviewed (two-tier student → fellow/attending workflow), see our editorial & medical review policy.

Explanations are written to show the clinical reasoning behind each answer choice, not just the correct option. Where possible, questions include source-backed references that learners can independently verify.