Use Anki's AI-Enhanced Flashcards to Master Medical Terminology
What This Does
Anki's spaced repetition algorithm shows you exactly the medical terms you're about to forget — at the optimal moment for memorization — turning scattered study time into a system that builds lasting clinical vocabulary.
Before You Start
- Download Anki free at ankiweb.net (available on Windows, Mac, iPhone, Android)
- You have a free Anki account created (for syncing across devices)
- You have a list of medical terms from your specialty to study (or generate them using the Level 1 flashcard prompt)
Steps
1. Download and install Anki
Go to ankiweb.net and click "Download." Select the version for your operating system. Install and open the app.
What you should see: Anki opens with a "Welcome" screen and a "Create Deck" button. Your main screen shows any existing decks (it will be empty on first launch).
2. Create a deck for your specialty
Click "Create Deck" at the bottom of the screen. Name it something like "ED Scribe Terminology" or "Cardiology Medical Terms." Click OK.
What you should see: A new deck appears in your list with 0 cards in it.
3. Generate flashcard content with AI (do this in ChatGPT or Claude)
Open ChatGPT or Claude in a separate browser tab. Use the Level 1 flashcard prompt to generate 30+ Q&A cards for your specialty. Copy all the output.
What you should see: A numbered list of Q&A pairs like: "Q: What is the documentation name for a heart attack? A: Acute myocardial infarction (AMI) or ST-elevation myocardial infarction (STEMI) depending on EKG findings."
4. Add cards to Anki manually (fastest for getting started)
In Anki, click "Add" (top menu bar). The front field is the question, the back field is the answer. Type or paste one Q&A pair per card. Click "Add" after each.
Faster method: Click "Import File" in the File menu. Format your AI-generated content as a plain text file with question[tab]answer on each line. Anki will import the whole list at once.
What you should see: Cards appear in your deck with the count increasing. Troubleshooting: If the import fails, make sure each line has exactly one tab between the question and answer with no extra formatting.
5. Study your deck
Click your deck name, then "Study Now." Anki shows you the question — try to recall the answer — then flip it (spacebar) and rate your confidence: Again (forgot), Hard, Good, Easy. Anki schedules each card based on your rating.
What you should see: Cards show with your question on front. After flipping, you see the answer plus four rating buttons.
6. Sync to your phone
Create a free AnkiWeb account at ankiweb.net, then sync (click the sync icon in Anki on your computer). Download AnkiDroid (Android, free) or AnkiMobile (iPhone, paid) to study between encounters on your phone.
Real Example
Scenario: You just started an orthopedic rotation and encountered 15 terms you didn't recognize during your first shift: Bankart lesion, Hill-Sachs deformity, SLAP tear, Lisfranc injury...
What you do: Generate 30 orthopedic scribe flashcards with Claude, import them into a new "Ortho Rotation" Anki deck, and study for 10 minutes during your commute each day.
What you get: After 2 weeks of 10-minute daily sessions, Anki's algorithm ensures you've reviewed each card at the optimal interval — and your long-term retention reaches 90%+, compared to 30-40% from passive reading.
Tips
- Study every day, even if only for 5 minutes — Anki's spaced repetition only works with consistent reviews
- Add new cards after each shift by generating them from the terms you encountered that day — the deck grows organically with your experience
- Use the "suspend" feature to remove cards for a physician or specialty you're no longer working with, without deleting them permanently
Tool interfaces change — if a button has moved, look for similar AI/magic/smart options in the same menu area.