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Neural Networks and AI

AI for Cheat Sheets: How to Create a Medical Cheat Sheet

WhiteCoat Pro Editorial BoardSeptember 29, 20267 min read
Contents · 9 sections
  1. What a good medical cheat sheet is
  2. How to make a cheat sheet using AI: step-by-step
  3. Cheat sheet example: Glasgow Coma Scale
  4. Cheat sheet example: acquired heart defects
  5. Exam cheat sheets by ticket questions
  6. Cheat sheet vs flashcards: which is better for memorization
  7. Cheat sheets and academic honesty: for preparation, not for cheating
  8. Which AI to choose for medical cheat sheets
  9. FAQ

An AI cheat sheet condenses a topic down to a single page: criteria, numbers, classifications, and the points most frequently asked on exams. For a medical cheat sheet to be useful, it must be compiled from a verified source, kept strictly structured, and turned into flashcards for review. Below, we explain how to do this and show two ready-made examples.

Try it on your own topic: generate a cheat sheet using AI. Log in via email, Telegram, or VK, and the task will open already running.

What a good medical cheat sheet is

A cheat sheet in the best sense of the word: a condensed summary that lets you recall an entire topic in five minutes. It doesn't replace a textbook; instead, it brings together in one place everything that is easy to confuse and hard to memorize: threshold values, scale scores, stages, classifications, first-line drugs, and differential features.

Signs of a useful cheat sheet:

  • One topic, one page. If your summary of chronic heart failure spans five pages, it is no longer a cheat sheet—it's study notes.
  • Tables instead of paragraphs. Comparing heart defects or types of jaundice in a table is much faster to read than in plain text.
  • Numbers and criteria are highlighted. These are precisely what examiners ask about during colloquiums and tests.
  • Includes a source. A department's study guide or current clinical guidelines so you can verify questionable points.

How to make a cheat sheet using AI: step-by-step

  1. Define the topic narrowly. Not "Cardiology", but "Acquired heart defects: auscultation and main symptoms" or "Glasgow Coma Scale".
  2. Choose a baseline. You can provide just the topic, or your lecture notes, a photo of your notebook, or a study guide. A cheat sheet based on your own materials will match your department's requirements much more closely.
  3. Request the required format. For example: "table: defect, where the murmur is best heard, phase of the murmur, radiation, additional signs".
  4. Verify the numbers. Cross-check scores, dosages, and threshold values with your study guide or Russian Ministry of Health clinical guidelines. For scoring scales, the clinical scales section is useful.
  5. Add your own notes. Things the lecturer specifically emphasized and points where you made mistakes on tests.
  6. Convert them into flashcards. In WhiteCoat Pro, cheat sheet items are transferred to spaced repetition so the topic doesn't fade from memory before finals.

Example prompts for a cheat sheet

  • "Make a cheat sheet on the Glasgow Coma Scale: three sections, scores, score interpretation, in a single table."
  • "Cheat sheet on acquired heart defects for the propedeutics exam: auscultation and typical symptoms."
  • "Summary of type 2 diabetes mellitus: diagnostic criteria in numbers, target values, drug classes."
  • "Create a cheat sheet based on these lecture notes: only definitions, classifications, and numbers, without explanations."

More ready-made prompt formulas can be found in the article prompts for medical students.

Cheat sheet example: Glasgow Coma Scale

The Glasgow Coma Scale assesses the level of consciousness based on three types of response. The total score ranges from 3 to 15 points.

ReactionResponseScore
Eye opening (E)spontaneous4
to speech3
to pain2
absent1
Verbal response (V)oriented, converses normally5
confused conversation4
inappropriate words3
incomprehensible sounds2
absent1
Motor response (M)obeys commands6
localizes pain5
withdrawal to pain4
abnormal flexion (decorticate posture)3
abnormal extension (decerebrate posture)2
absent1

Score interpretation (in domestic practice): 15 points, clear consciousness; 13–14, obtundation; 9–12, stupor; 4–8, coma of varying depth; 3 points, terminal (profound) coma. Gradations vary slightly across different textbooks; for your exam, follow your local study guide.

Key points to remember: A score of 8 or lower indicates severe brain injury and is generally considered an indication for airway protection (intubation). The minimum score on the scale is 3, not 0. Scores are recorded by component, e.g., E2V3M5 = 10.

Cheat sheet example: acquired heart defects

This topic is a favorite in propedeutics and internal medicine propedeutics. In our cheat sheet, we include only auscultation and key features.

DefectMurmur and heart soundsBest heard at, radiationKey features
Mitral stenosisrumbling first sound (I sound), opening snap of the mitral valve, diastolic murmur with presystolic accentuationapex of the heart, best heard in the left lateral positiondyspnea, facies mitralis, atrial fibrillation as a frequent complication
Mitral regurgitationweakening of the 1st heart sound, systolic murmurapex, radiates to the left axillary regiondyspnea, signs of left ventricular overload
Aortic stenosisharsh systolic murmur, weakening of the 2nd heart sound over the aorta2nd intercostal space to the right of the sternum, radiates to the carotid arteriesclassic triad: angina, syncope, dyspnea
Aortic regurgitationdiastolic murmur immediately following the 2nd heart sound, weakening of the 2nd heart soundBotkin-Erb point and the 2nd intercostal space on the righthigh pulse pressure, low diastolic pressure, de Musset's sign, Corrigan's pulse

Such a table can easily be turned into flashcards like "Murmur radiates to the carotid arteries: which valvular heart disease?". The reverse question is also useful: "Aortic stenosis: triad of symptoms".

Still have questions on the topic: ask the AI tutor. It answers based on the platform's study guides and clinical guidelines and provides footnotes to source pages. Up to 30 messages per hour on any account.

Exam cheat sheets by exam tickets

Before the exam session, it is more convenient to make cheat sheets by exam tickets rather than by topics. Take the list of questions, break it down into blocks, and compile a summary for each question: definition, classification, diagnosis, treatment, key numbers. If there are more than a hundred questions, doing this manually takes a long time. Two tools help here.

  • Session Autopilot: you upload the list of questions and the exam date, the agent finds each ticket in the study guides, schedules your preparation day by day, and breaks down the tickets for tomorrow every night.
  • Answers to your university's exam questions (separate purchase): up to 300 questions, a .docx document with detailed answers based on platform materials with links to study guides and videos. It is easier to make short cheat sheets from detailed answers afterwards.

The general preparation plan for the exam session is covered in the article preparing for a medical school exam with a neural network.

Cheat sheet or flashcards: which is better for memorization

These are not competitors, but two stages of the same work.

Cheat sheetFlashcards
Purposesee the topic as a whole, refresh before classlearn and retain individual facts in memory
How it worksreading and recognitionactive recall: question, answer from memory, verification
When to useafter studying a topic and on the eve of the examdaily, in short sessions
Weak spotjust reading once creates a false sense that the topic has been learnedwithout the big picture, facts do not form a system

Effective workflow: first, lecture notes (how to make them from a lecture recording is explained in the article how to make lecture notes using an AI), then a one-page cheat sheet, followed by flashcards based on its points. Before the exam, you can test yourself verbally: the examiner asks three questions on the topic, asks follow-up questions, and after the call shows a breakdown according to a checklist—what you mentioned, what you missed, and a grade.

Cheat sheets and honesty: for preparation, not for cheating

We do not teach how to hide cheat sheets up your sleeve and do not recommend using them during exams. It's not just about university rules. A doctor who cheats on the cardiopulmonary resuscitation algorithm during the accreditation exam will be performing it unassisted a year later. A cheat sheet is useful for another reason: while compiling it, you select the essential points and structure the topic, which is already half the battle for memorization.

Standard scenarios:

  • summary for review the night before a colloqium;
  • reference diagram to practice answering aloud;
  • basis for spaced repetition flashcards;
  • cheat sheet on scales and calculators for practice where peeking at a reference book is normal (for this, there is also the clinical scales section).

And an important limitation: an AI does not diagnose or prescribe treatment for a specific individual. A dosage cheat sheet is for studying, not for prescribing.

Which AI to choose for medical cheat sheets

Any chatbot can generate a pretty table. For medicine, where the numbers come from is more important. ChatGPT is officially unavailable in Russia without a VPN, relies on the model's memory, and can invent a reference or dosage. GigaChat and YandexGPT are available in Russia, but they are general models without a medical database with sources. A cheat sheet compiled from study guides and current clinical guidelines, with the ability to open the source, is more reliable. Read more about this on the Russian medical AI page, and a comparison of models is available in the review of 18 AIs for doctors.

Frequently asked questions

Can you make a cheat sheet from text online?

Yes. Paste the text (notes, excerpt from a study guide, your own notes) and ask for a summary: definitions, classifications, numbers. It is more convenient if it is the same material the exam will cover.

How to make an exam cheat sheet that actually helps you learn?

One topic per page, tables instead of paragraphs, highlighted numbers and criteria. Then turn the points into flashcards and review them at increasing intervals. Compiling a cheat sheet yourself or together with an AI is useful in itself: you select what matters most.

Can you trust an AI-generated cheat sheet?

Only after verification. Scale scores, dosages, and threshold values must be checked against the study guide and clinical guidelines. Therefore, it is best to use a service that shows the sources of the answer.

How does a cheat sheet differ from study notes?

Study notes explain the topic: connections, mechanisms, examples. A cheat sheet contains only key facts to help trigger recall of the topic. A cheat sheet is usually made from finished study notes.

Are there ready-made cheat sheets for pharmacology and anatomy?

Ready-made cheat sheets by others often do not match your department's curriculum. It is more reliable to make a cheat sheet based on your own list of questions and your study guide: the AI puts it together in minutes, and verifying it against the source takes less time than searching for a suitable file.

This material is educational in nature and does not replace a doctor's consultation. Verify treatment regimens and dosages with current clinical guidelines.

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