Vibe Rounds for Healthcare

 🩺 Introducing: VIBE ROUNDS

Vibe coding changed software. It's time medicine had its equivalent.

Vibe Rounds is a concept for AI-augmented clinical care — where a doctor commands a multimodal AI in natural language, at the bedside, in real time.

Speak. Point. Show. Get answers.

↳ "What are the drug interactions for this patient?"
↳ Point camera at a wound → instant analysis
↳ "Draft my SOAP note" → done in 30 seconds
↳ Differential diagnosis, evidence-linked, right now

Not AI replacing doctors.
AI giving doctors the cognitive bandwidth to be their best — at 3 AM, on the 12th hour of a shift, for every patient.

The best version of every clinician, at every hour, for every patient.

I've put together a full concept document — free to read and share.

https://drive.google.com/file/d/12lC0w27tSgVifK5pWUdC9HjUtXfUvoqS/view?usp=sharing

or

https://www.linkedin.com/posts/dravinashkumargupta_vibe-rounds-for-healthcare-ugcPost-7470343639722823680-1WvP/

Denoised Evidence in Clinical Trials

By focusing on the Advantages being sought, you anticipate the Narrative being spun. By auditing the Data, you render that narrative completely powerless.

Check full details :-

https://g.co/gemini/share/460bd8b601ce

Queries list

 - Create a list of top strategies of manipulation in published clinical trial papers.

- Tell me trend of prevalence of manipulations in clinical trials over last 2 decades

- Yes. Specially the linguistics - data mismatch and key factors a deep critical thinking skeptic analyst should do

- I want to make an exhaustive list of tools / mental models to detect and get real actionable clear insights. Tools like PICO, NNT, not just increase in life years but disability adjusted or quality adjusted life years etc. Also mention impact rating of each tool, low/medium/high

- Ok. Make exhaustive list of such mental tools, software tools.

- Any repository as very short summary of all interventions and true insights.

- Ok, so a knowledge critical thinking skeptic person aware of manipulation risks is best to identify it in any industry / domain?

- Give a framework applicable for all/life.