Best app for instant UK clinical guidelines: iatroX
Stop doom-scrolling PDFs on the ward. This article compares the top options for checking UK clinical guidelines—Google, the NICE website, and the BNF app—and explains why iatroX is...
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insights on clinical AI, guideline access, and the future of medicine
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The "zero-friction" ward round: tech to speed up your day
Stop wasting time on "scut work." This article introduces the "Zero-Friction" ward round philosophy, reviewing the essential tech stack—Induction, Pando, MDCalc, and iatroX—that re...
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Beyond Google: the best AI medical co-pilots for 2025
The "chat" era is over; 2025 is about integrated clinical workflows. This landscape review segments the medical AI market into three clear categories: Scribes (Heidi, Nabla), Retri...
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The modern clinician’s tech stack: tools to reduce decision fatigue
Decision fatigue is real. This article outlines the essential tech stack for the modern clinician, designed to offload cognitive burden and reduce burnout. From the safety of MDCal...
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Why your general LLM will lie to you about hypertension guidelines (and how grounded AI doesn't)
Why does ChatGPT get clinical guidelines wrong? This article explores the "stochastic parrot" problem, using NICE hypertension targets as a case study. Learn the difference between...
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The rise of adaptive learning in medical education
Static question banks are dead. This article explores the rise of adaptive learning in medical education, explaining how dynamic question sequencing and personalised difficulty adj...
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Why doctors over-prepare the wrong content for exams
Why do smart doctors fail exams? Often, it's because they study the "interesting" rare conditions instead of the "testable" common ones. This article explores the cognitive biases,...
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From medical school to specialist practice: why learning never stops
Medical education doesn't end at graduation; it's a lifelong continuum. This article explores the cognitive shift from novice to expert, how postgraduate exams like the MRCP and AK...
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The hidden cost of inefficient exam preparation for doctors
Failing a medical exam costs far more than the re-sit fee. This article explores the hidden costs of inefficient revision, from lost locum earnings and delayed CCT to clinician bur...
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How doctors actually learn in 2025 (and why old revision methods are failing)
A 2025 analysis of medical education. This article explains why traditional revision methods like passive reading are failing modern doctors, citing the cognitive load theory and t...
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The data-driven study room: how to use Anki, iatroX, and analytics together
A data-driven study workflow for the USMLE Step 2 CK and ABIM. This 2025 guide provides an evidence-based pipeline to connect your Q-bank practice (in iatroX or UWorld) with Anki f...
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30 evidence-backed test-taking heuristics for boards (with worked examples)
A 2025 evidence-based guide to board exam test-taking strategies for the USMLE Step 2 CK and Step 3. This article provides 30 actionable heuristics with worked examples, covering s...
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