Journal

Publisher agreements, university affiliations and hospital partnerships can matter without proving that a healthcare AI product delivers the outcome in its headline.

Healthcare AI borrows the language of clinical evidence while asking adoption, investment and benchmark numbers to prove far more than they measure.

Clair reports 94.1% cycle-phase classification accuracy. Here is how to examine the endpoint, errors and clinical meaning without turning one percentage into a universal verdict.

A tool used by staff at thousands of sites has achieved reach. Hospital adoption, approved deployment and sustained clinical use require different evidence.

One clinical AI study produced three competing victory stories. Reading the outcome measures explains how the headlines can diverge so sharply.

OpenEvidence's daily-use claims deserve the same scrutiny as its clinical answers. The missing detail is how people, activity and time are counted.

A practical guide to Mercor and clinical AI evaluation, explaining real tasks, profession-specific eligibility, payment conditions, confidentiality and career value.

Compare Lalu ReportSure and iGPR for GP medical reporting, including managed services, retained fees, clinical review, subject access and practical implementation.

Compare custom Kahoot medical quizzes with ready-authored iatroX challenges, including live responses, accuracy-focused play, preparation and practical teaching uses.

A complete original Christmas medical quiz with twenty questions, explained answers, a short meeting version and a mix of clinical decisions, winter science and medical history.

Match immune components to their functions, then interpret five original cases involving ANA, rheumatoid arthritis, coeliac serology, antiphospholipid antibodies and complement.

Try eight original clinical physiology questions on circulation, oxygen transport, diffusion and renal regulation, with worked explanations of what changes and why.