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Neural Networks and AI

Medical Presentation AI: Structure, PPTX and PDF Generation

WhiteCoat Pro Editorial BoardSeptember 29, 20268 min read
Contents · 8 sections
  1. How an AI network works for medical presentations
  2. Where to start: topic, notes, or study guide
  3. Sample presentation outline: "Chronic Heart Failure"
  4. What to put on the slides of a medical presentation
  5. How to create a presentation using AI in PPTX and refine it
  6. How to defend your presentation at a seminar
  7. Which AI to choose for a medical presentation
  8. FAQ

You can create a medical presentation using AI in just one evening: provide a topic, your notes, or a study guide, get a slide outline complete with diagrams and tables, edit it, and assemble the final PPTX or PDF file. The main feature that distinguishes a good medical presentation is accurate data from clinical guidelines and a well-thought-out structure, which is why both stages are discussed in detail below along with a 10-slide example on chronic heart failure.

Try it with your own topic: create a presentation with AI. Log in via email, Telegram, or VK, and the task will open already initialized. 2 free presentations per month on any account.

How an AI network works for medical presentations

Universal slide generators are great at design, but on medical topics, their weak point is content: outdated classifications, fabricated numbers, and drugs that are not in Russian guidelines. Therefore, in WhiteCoat Pro, a presentation is put together in two steps, and you remain in control of the content.

  1. Source. You can provide just a topic, or your own notes, a platform study guide, or a file (for example, the text of a report or a lecture in PDF).
  2. Slide outline. The AI proposes a structure: headings, bullet points, and where a diagram or table is needed.
  3. Editing the outline. Slides can be edited and rearranged until you are satisfied with the outline.
  4. Assembly. The final outline is laid out across layouts with illustrations, and the title slide indicates "Prepared by".
  5. Export. Download PPTX to edit further in PowerPoint, or PDF for presentation and sending to your instructor.

Only the creation of the outline consumes the limit. Editing and assembly are free, so you can redo the outline as many times as needed. 2 free presentations per month are available on any account, with another 5 on the "Maximum" plan, and more can be added via a separate subscription.

Where to start: topic, notes, or study guide

Topic only

Suitable when you need to be quick: "Community-acquired pneumonia in adults", "Type 2 diabetes mellitus: modern approaches to therapy". The more precise the topic, the better the outline. Add what kind of class the presentation is for (seminar, student research society conference, rotation report) and how many minutes you have to speak.

Your own notes

The best option for a seminar presentation: the slides will follow the exact material given in the lecture. If you don't have notes, you can make them from a lecture recording or video; read more about this in the article how to make lecture notes using AI.

Study guide or file

If the instructor provided a study guide or article, upload it. The AI will extract the structure and transfer tables and classifications to the slides.

It is convenient to start right away with a topic, for example: presentation "Chronic Heart Failure".

Sample presentation outline: "Chronic Heart Failure"

This is what a 10-slide outline for a faculty or hospital therapy seminar with a 10–12 minute speech might look like. The content is based on the Russian Ministry of Health clinical guidelines for "Chronic Heart Failure"; before your presentation, cross-check the data with the current edition in the clinical guidelines registry.

№SlideContent
1Titletopic, department, group, "Prepared by", instructor
2Definitionclinical syndrome with typical symptoms (dyspnea, fatigue, edema) and signs (jugular venous distension, rales in the lungs, peripheral edema) caused by an impairment of cardiac structure or function
3Etiologydiagram: CAD and prior myocardial infarction, arterial hypertension, cardiomyopathies, valvular heart disease, myocarditis, tachyarrhythmias
4Pathogenesisvicious cycle diagram: decreased cardiac output, activation of the sympathoadrenal and renin-angiotensin-aldosterone systems, sodium and water retention, myocardial remodeling
5Classification by ejection fractiontable: HFrEF (EF ≤ 40%), HFmrEF (EF 41–49%), HFpEF (EF ≥ 50%)
6Stages and functional classesStraszesco-Vasilenko stages (I, IIA, IIB, III) and NYHA functional classes (I–IV) in a single table
7Diagnosticsalgorithm: symptoms and medical history, ECG, natriuretic peptides (NT-proBNP, BNP), echocardiography with EF assessment, chest radiography
8Treatment of HFrEFfour guideline-directed medical therapy groups: ACE inhibitors or ARNI (if ARBs are not tolerated), beta-blockers, mineralocorticoid receptor antagonists, SGLT2 inhibitors; diuretics for congestion relief
9Non-pharmacological measures and monitoringsalt restriction, weight and edema control, graded physical activity, vaccination, patient education
10Conclusions and references3 main takeaways and bibliography: clinical guidelines, textbook, department study guide

If you have more time to speak, add a clinical case (educational, without real patient data) and a slide on heart failure with preserved ejection fraction.

Your own seminar topic: generate a slide outline, edit it, and export PPTX or PDF. Editing and assembly do not consume your limit.

What to put on the slides of a medical presentation

  • Diagrams instead of text. Pathogenesis, diagnostic algorithms, and management tactics are better perceived through arrows and blocks.
  • Tables for classifications and comparisons. NYHA classes, stages, differential diagnosis.
  • Figures with sources. Criteria and threshold values should be indicated with a reference to the clinical guideline. Use International Nonproprietary Names (INNs) for drugs, without brand names.
  • One idea per slide. If a slide has more than 6–7 lines, split it into two.
  • No patient personal data. No full names, dates of birth, addresses, policy numbers, or recognizable photos. This constitutes medical confidentiality (Art. 13 of Federal Law 323-FZ) and personal data (152-FZ).

Typical mistakes in medical presentations

  • Outdated data. Classifications and treatment regimens change with the release of new editions of clinical guidelines. A presentation on CHF compiled from a decade-old textbook may lack SGLT2 inhibitors and the division into three groups by ejection fraction.
  • Wall-of-text slides. No one reads a paragraph of text in a small font, and the speaker ends up reading it aloud.
  • Pictures for the sake of pictures. An illustration should explain something: a pathogenesis diagram is more useful than a stock photo with a stethoscope.
  • No reference slide. For an academic medical presentation, this is almost always a minus during grading.
  • Unverified dosages. If drug dosages are on the slide, cross-check each one with the clinical guideline or prescribing information.

How to create a medical presentation with AI in PPTX and refine it

After generation, download the PPTX and open it in PowerPoint, Keynote, or another presentation editor. What you should usually finish manually:

  1. Verify every statistic and classification against the original source.
  2. Replace generic illustrations with images from study guides or an atlas if required by your instructor (e.g., ECG, radiograph, histological specimen).
  3. Adapt the title slide to meet the department's requirements.
  4. Add speaker notes if the presentation is long.

PDF is convenient when you need to send the presentation to an instructor or present from a third-party computer: the layout will not shift.

If you use ChatGPT or Claude, WhiteCoat Pro can be integrated as a connector to request presentations directly within their chat, using your account's generation limits. Instructions can be found on the ChatGPT and Claude integration page.

How to defend your presentation at a seminar

Instructors evaluate your understanding of the topic rather than just the slides. A few rules:

  • Do not read from the slides. The slide contains the key points; explain them out loud.
  • Manage your time. Guideline: roughly one minute per content slide.
  • Prepare answers to obvious questions. For example, in chronic heart failure (CHF): what distinguishes CHF types by ejection fraction; why NT-proBNP is determined; why beta-blockers, which reduce contractility, improve prognosis in CHF with reduced EF; which drugs belong to SGLT2 inhibitors.
  • Know your sources. When asked "where do these numbers come from?", the best answer is: "Russian Ministry of Health clinical guidelines, section so-and-so."

Practicing out loud is convenient: the examiner asks three questions on the topic and clarifies points, and after the call, provides a checklist breakdown showing what you mentioned and what you missed. You can also simply discuss the topic out loud. 10 minutes of voice interaction per day are available for free. If something in the topic is unclear, ask the AI tutor: it answers based on study guides and clinical guidelines and cites sources.

Which AI to choose for a medical presentation

Any slide generator works for formatting, but content requires reliance on verifiable sources. ChatGPT is officially unavailable in Russia without a VPN and relies on the model's memory, so it may hallucinate references or dosages. GigaChat and YandexGPT operate in Russia, but they are general models without a medical source database. Read more about the differences between an AI for medical professionals and universal services, along with a model comparison, in the AIs for doctors review. For presenting a research paper, the material on AI for searching and analyzing research articles will be useful, and for a study summary before a credit test, check out the AI for cheat sheets article.

Frequently asked questions

Can you create an AI presentation for free?

Yes, 2 presentations per month are available for free on any account. Only plan generation consumes limits; editing and assembly are free.

In what format is the presentation downloaded?

In PPTX (opens in PowerPoint and other editors) and in PDF.

Can I create a presentation from my own text or file?

Yes, the basis can be a topic, your lecture notes, a study guide, or a file. Using your own material ensures the presentation closely matches the department's requirements.

How many slides should a seminar presentation have?

Usually 8–12 slides for a 10–15 minute presentation: title slide, 6–9 content slides, conclusions, and sources. Check the exact requirements with your instructor.

Can you trust the data in an AI-generated presentation?

Only after verification. Cross-check numbers, classifications, and treatment regimens with clinical guidelines and study guides. AI does not diagnose or prescribe treatment; it is a learning tool.

Where can I find a medical presentation template?

Searching for a template separately is not necessary: during assembly, slides are arranged into pre-made layouts with illustrations and a "Prepared by" title field. If your department has a mandatory template, download the PPTX and transfer the slides into it.

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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