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AI for Doctors: Clinical Notes, Research and Safe Use

Use AI tools safely in clinical work: how models learn, prompting for clinicians, AI scribes and documentation, reading evidence with AI, judging whether a model is any good, and the bias, privacy and legal questions every doctor now meets. Built on NBEMS's free AI in Healthcare lectures.

9 modules 7h 25m of video English 路 self-paced

Inside the course

AI for Doctors: Clinical Notes, Research and Safe Use: Syllabus at a glanceAI for Doctors: Clinical Notes, Research and Safe Use: What you will be able to doAI for Doctors: Clinical Notes, Research and Safe Use: Tools and credits

From the lessons

  • How to start with AI as a Doctor? What every Physician should know

    Where AI already sits in a doctor's day

    AI for Physicians - Bridging Healthcare & MedTech

  • Module 8 - AI in Healthcare : How Machines Learn: Intuition for Clinicians

    How machines learn: intuition for clinicians

    NBEMS

  • Module 5 - AI in Healthcare : Prompt Thinking for Clinicians

    Prompt thinking for clinicians

    NBEMS

  • Your Doctor Is Already Using AI Scribes | Should You Be Worried?

    Documentation, AI scribes and the tools worth paying for

    My AI Doctor | AI in Healthcare with Dr. Saab

  • Module 18 (AI for Smarter Journal Reading, Evidence Synthesis & Clinical Learning)

    Reading journals and synthesising evidence with AI

    NBEMS

  • Module 10 -  Model Evaluation: When Is an AI Actually Useful?

    When is an AI actually useful? Evaluating a model

    NBEMS

Lesson frames belong to the creators named in the Credits below and are shown from YouTube.

What you will learn

Explain in plain words how a clinical AI model learns and why its accuracy can fail in a new population; write de-identified prompts that produce useful drafts; use an AI scribe with consent and a proper review; speed up evidence reading without trusting an AI summary blindly; calculate what a model's sensitivity and specificity mean for your patients; recognise bias and demand explanations; and work within data-protection law and your hospital's policy, with India's DPDP Act and ICMR guidance as the worked example.

  • Explain how a clinical AI model learns, and why it can fail on a new population
  • Write de-identified prompts that give useful clinical drafts
  • Use an AI scribe with consent and a proper review before signing
  • Speed up literature reading without trusting AI summaries blindly
  • Calculate what sensitivity, specificity and prevalence mean for a positive result
  • Recognise bias and ask a vendor the right questions
  • Work out PPV, NPV and number needed to treat for your own patients
  • Work within data-protection law and hospital policy (worked example: India's DPDP Act and ICMR)

For you

Taking AI for Doctors: Clinical Notes, Research and Safe Use from the United States

The course project 路 about 8 hours

Evaluating an AI scribe for a hospital department: an evaluation plan, a risk register, a safe-use procedure and a pilot report

Plan and evaluate the introduction of an ambient AI scribe in a hospital outpatient department, as the clinical lead responsible for patient safety: write the evaluation protocol, build the risk register, write the safe-use procedure with consent and review steps, and report a four-week pilot with error rates and time saved. The sample pack shows each document for a district hospital's medicine outpatient clinic. No real patient data is used at any point.

Sample document pack, 4 documents, filled in for the scenario

  • PlanEvaluation protocol: ambient AI scribe pilot, medicine OPD
  • Risk registerRisk register: ambient AI scribe pilot
  • ProcedureSafe use of the ambient AI scribe in medicine OPD
  • ReportPilot report: ambient AI scribe, medicine OPD, weeks 1 to 4

Read inside the course and download as a workbook. The project is optional practice, marked when you submit it; the certificate needs only the modules and the final assessment.

Course content

9 modules 路 16 lessons 路 7h 25m

In order, at whatever pace suits you. Each module ends with a practice task that builds on the last.

  1. 01Where AI already sits in a doctor's day11m
  2. 02How machines learn: intuition for clinicians59m
  3. 03Prompt thinking for clinicians1h 2m
  4. 04Documentation, AI scribes and the tools worth paying for35m
  5. 05Reading journals and synthesising evidence with AI1h 3m
  6. 06When is an AI actually useful? Evaluating a model1h 2m
  7. 07Bias, fairness and the black box1h 5m
  8. 08Ethics, privacy, law and trust1h 25m

Requirements

Who it is for
Beginner. For doctors, residents and senior medical students. No statistics beyond what you used in medical school, and no coding.
Software
A free account on one general AI assistant, and a free PubMed account. Nothing to install. Never use patient-identifiable data in a public tool. What to download, and how
Hardware
Any computer or phone with a browser.

Software you need

What to download, where from, what it costs and how to install it. Every link goes to the maker's own site, never a mirror.

Never use patient-identifiable data in a public AI tool.

Required

  1. 01

    PubMed and My NCBI

    US National Library of Medicine (NCBI), in the browser

    Free
    Runs on
    Any modern web browser
    Account
    None needed

    PubMed is free to search. Many articles link to free full text; others are behind the publisher's paywall.

    Open PubMed and My NCBIpubmed.ncbi.nlm.nih.gov

One AI assistant

Any one is enough.

  1. 02

    ChatGPT

    OpenAI, in the browser

    Free plan with limits
    Runs on
    Any modern web browser, plus mobile and desktop apps
    Account
    A free OpenAI account

    The Free plan allows everyday text chats. File uploads, image creation, voice and data analysis have tighter limits than paid plans, and ads may appear in some countries. Paid plans raise the limits.

    Open ChatGPTchatgpt.com
  2. 03

    Claude

    Anthropic, in the browser

    Free plan with limits
    Runs on
    Any modern web browser, plus desktop and mobile apps
    Account
    A free Claude account (you must be 18 or over)

    The Free plan covers chat on web, desktop and mobile, web search, file creation and Artifacts. Usage limits reset on a rolling five-hour window and depend on message length and features used. Paid plans give more usage.

    Open Claudeclaude.com
  3. 04

    Google Gemini

    Google, in the browser

    Free with limits
    Runs on
    Any modern web browser, plus Android and iOS apps
    Account
    A free Google account

    Free with a Google account, including a Flash model, limited access to the Pro model, image generation, Deep Research and Gems. Paid Google AI plans give higher limits. Some features require you to be 18 or over.

    Open Google Geminigemini.google.com
  4. 05

    Microsoft Copilot and Microsoft 365 Copilot Chat

    Microsoft, in the browser

    Free
    Runs on
    Any modern web browser, plus Windows, macOS, Android and iOS apps
    Account
    None needed

    Microsoft Copilot is free for individuals; you must be at least 13 (older in some countries). Microsoft 365 Copilot Chat is included at no extra cost for organisations with an eligible Microsoft 365 licence and needs a work or school (Microsoft Entra ID) account.

Checked against each maker's own page on 27 September 2026. Trial lengths and editions change; the maker's page is the final word.

AI for Doctors: Clinical Notes, Research and Safe Use at a glance

AI for Doctors: Clinical Notes, Research and Safe Use is a free, self-paced online course from EDWartens for doctors, residents and medical students. It has 9 modules and 7h 25m of video lessons by NBEMS, AI for Physicians, My AI Doctor, with written notes and worked problems, a practical project with a document pack and a 15-question final assessment (pass mark 60%). Learning is free with an account; an optional certificate with a public verification code is issued when you pass. Last updated 27 September 2026.

All course facts
Price
Free, for good. No trial, no card. The only paid item is the optional certificate, a small one-off fee.
Who it is for
Doctors, residents and medical students
Format
9 self-paced modules, 7h 25m of video, written notes, a practice task per module and one final assessment.
Level
Beginner. Beginner. For doctors, residents and senior medical students. No statistics beyond what you used in medical school, and no coding.
Brand
Vendor-neutral
Software
A free account on one general AI assistant, and a free PubMed account. Nothing to install. Never use patient-identifiable data in a public tool.
Hardware
Any computer or phone with a browser.
Certificate
Optional EDWartens Certificate of Completion, verifiable by code. Not a vendor credential.
Video lessons by
NBEMS, AI for Physicians, My AI Doctor (independent creators, credited below)
Language
English
Last updated
27 September 2026

A shareable EDWartens certificate

Finish every module and pass the final assessment, and the optional EDWartens certificate is yours. It carries a unique verification code on a public page anyone can check, so it stands up when a recruiter looks it up. See it below.

The course itself stays free whether or not you ever buy one.

Stuck? Ask a practising engineer

A free course usually means a comment section and hope. This one does not. Every module has an Ask-your-trainer panel that reaches the same engineers who teach our paid programme: people who commission panels for a living, not moderators.

Pairs well with

More free courses: Free AI courses for professionals 路 Free AI in healthcare courses

Learner reviews

No reviews yet

Reviews here are written only by learners who have finished every module of AI for Doctors: Clinical Notes, Research and Safe Use, and they are published exactly as written. Finish the course and yours will be the first.

Common questions

Is this course medical advice?

No. It teaches doctors how to use AI tools safely in their own work: documentation, evidence reading, evaluating tools, and the ethics and law around them. It never tells you how to treat a patient, and nothing in it replaces your clinical judgement.

Who is the AI for Doctors: Clinical Notes, Research and Safe Use course for?

Practising doctors, residents and senior medical students. Nurses and allied health professionals will find most of it useful too, and there is a separate course written for them.

How is it different from the NBEMS AI in Healthcare programme?

It is built on NBEMS's free public lectures, credited on each module, but it is not the NBEMS programme and is not affiliated with NBEMS. EDWartens added short lessons on scribes and tools, notes with worked problems, a hospital evaluation project and an assessment. If you can attend the NBEMS programme itself, we recommend it.

How long does the AI for Doctors: Clinical Notes, Research and Safe Use course take?

About 11 hours of lessons, notes and practice, which most doctors spread over two to four weeks. The optional project, evaluating an AI scribe for a hospital department, adds about eight hours.

Do I need statistics or coding?

No coding. The only statistics are sensitivity, specificity and predictive values, worked through with simple tables.

Can I use patient data in the exercises?

No. Every exercise uses invented or de-identified cases. The course teaches you never to put identifiable patient information into a public AI tool.

Is the AI for Doctors: Clinical Notes, Research and Safe Use course really free?

Yes. Every module, the notes, the project and the final assessment. The only paid item is the certificate, if you want it.

What certificate does the AI for Doctors: Clinical Notes, Research and Safe Use course give?

An EDWartens Certificate of Completion, issued when you pass the final assessment, with a number anyone can verify on our site. It is not a medical qualification, CME credit or regulatory approval of any kind, and we never describe it as one.

What you walk away with

Your certificate for AI for Doctors: Clinical Notes, Research and Safe Use

Finish the course, pass the final, and this is the document with your name on it.

Sample EDWartens Certificate of Completion for AI for Doctors: Clinical Notes, Research and Safe Use
Sample. The issued certificate carries your name, admission number, a unique certificate number and its own QR code.
  • Verifiable by anyone

  • Adds to LinkedIn in one click

  • QR code on the certificate

  • Names what you can do

  • A permanent link

  • Earned, not attended

Learning is free. The certificate is optional.

Add it now and pay only when you have finished the course, or come back for it later. One-off, US$23.99, with a receipt.

Issued by EDWartens, the training division of Wartens, as a Certificate of Completion for this self-paced course. Sold by Wartens Ltd (England and Wales). It is not a vendor certification, a university award or a CPD-accredited activity, and it does not certify competence on live equipment. Delivered electronically; see the refund policy.

Credits

Who made the video lessons

The video lessons in this course were created by the people below, not by EDWartens. Every lesson streams from its creator's own YouTube channel; EDWartens neither hosts nor sells that footage, and the creators are not affiliated with EDWartens and do not endorse this course. What EDWartens wrote is the study plan, the notes, the practice tasks and the assessments.

If you are one of these creators and would like a lesson removed or credited differently, write to info@wartens.com.