Academic AI Guides
In-depth Academic AI guides for research, medtech and medical-AI teams. Methodical, sourced and defensible practice.
3 articles
Academic AI
An AI Workflow Guide for Academics
A practical workflow for integrating artificial intelligence into the academic research process at the right points. Discipline-independent patterns for literature searching, critical reading, methods writing, manuscript drafting, and peer review preparation.
May 30, 2026 · 8 min read
Academic AI
AI in Systematic Reviews and RoB 2
Where AI belongs in the systematic review process, and where it does not. Title-abstract screening (ASReview, Rayyan AI), data extraction (RobotReviewer, Distiller AI), RoB 2 recommendation, and a PRISMA 2020 compliant workflow. A B2B and academic AI guide for academic systematic reviews.
May 28, 2026 · 10 min read
Academic AI
Artificial Intelligence in Academic Writing: The ICMJE Limits
Where, how much, and how can you use artificial intelligence in an academic paper so that it stays ethical and acceptable? The author versus assistant distinction, journal policies, declaration templates, and reviewer-defensible limits of use according to ICMJE and Vancouver rules.
May 24, 2026 · 9 min read