Elizabeth

Pharmacist | AI & Automation

[Elizabeth @Zabbeth]

Clinical documentation costs clinicians about 2-7 hours daily.

I built a system that generates a draft SOAP note from a voice memo within 60 seconds.

Here's how it works:

A clinician records their consultation dictation and submits it via a simple form. The workflow transcribes the audio with OpenAI Whisper, cleans the transcript, sends it to GPT-4 with a clinical system prompt, and delivers a formatted SOAP note to the clinician's email, which is marked as a draft pending the clinician's review.

In testing, the system accurately captured all documented symptoms, recorded every vital sign and examination finding, produced a clinically logical diagnosis, matched the management plan exactly, and added nothing beyond the original recording.

There were no hallucinations, as I stated in the system prompt. The output was a draft ready for clinical review.

The part I built most deliberately was the human review checkpoint.
Every note starts as pending approval. The clinician, not the AI, is the gate between this draft and any clinical record.

You can see the full workflow in action in the video below.

@TechSphereAcad

#AIAutomation #DigitalHealth

[Elizabeth @Zabbeth]

Everyone is so focused on the world cup. No one is talking about AI

[Elizabeth @Zabbeth]

What's YouTube doing on X? 🤔

[YouTube @YouTube]

currently watching the #FIFAWorldCup opening ceremony in picture-in-picture while pretending to work

[Elizabeth @Zabbeth]

@X All you have to do is to push my posts😏

[Elizabeth @Zabbeth]

@Sonnysly_03 Of course

[Elizabeth @Zabbeth]

A global disaster is about to happen

The internet search is going to completely change
More people will ask AI for medical advice
More fallacies

This intense AI power-push is really doing signs and wonders.

[Denge+ @dengeplus]

Google, 26 Mayıs Salı günü arama motorunu tamamen yapay zeka yapacak.

[Elizabeth @Zabbeth]

Natural Intelligence

[Elizabeth @Zabbeth]

@Sonnysly_03 Well, it's not only about AI specialists knowing how to make good use of it, it's also about the adverse effects to the masses

[Elizabeth @Zabbeth]

@Sonnysly_03

[Elizabeth @Zabbeth]

Natural Intelligence

[Noah @NoahKingJr]

What’s coming after Artificial intelligence?

[Elizabeth @Zabbeth]

@omoalhajaabiola Very serious question

[Elizabeth @Zabbeth]

@dengeplus https://t.co/O03L1feguL

[Elizabeth @Zabbeth]

A global disaster is about to happen

The internet search is going to completely change
More people will ask AI for medical advice
More fallacies

This intense AI power-push is really doing signs and wonders.

[Elizabeth @Zabbeth]

@Julious_design @TechnicalBben I'll check it. Thank you

[Elizabeth @Zabbeth]

@frau_schr Exactly

[Elizabeth @Zabbeth]

Stop treating AI like a fancy Google search.
​It’s 2026, and the people pulling ahead are using AI as an autonomous executive assistant, not just a chatbot.

​Here is how to upgrade your workflow and reclaim 10+ hours of your week 👇

Save and start doing.

[Elizabeth @Zabbeth]

LINKEDINNNNN??

[New York Post @nypost]

Panic in California as LinkedIn announces hundreds of layoffs https://t.co/YPFwXu1uMQ

[Elizabeth @Zabbeth]

Stop treating AI like a fancy Google search.
​It’s 2026, and the people pulling ahead are using AI as an autonomous executive assistant, not just a chatbot.

​Here is how to upgrade your workflow and reclaim 10+ hours of your week 👇

Save and start doing.

[Elizabeth @Zabbeth]

@FabrizioRomano A massive win

[Elizabeth @Zabbeth]

@Arsenal Arsenal fans*

[Elizabeth @Zabbeth]

@Arsenal Everyone but Arsenal's fans is not happy about this win

[Elizabeth @Zabbeth]

@grok @Arsenal A season indeed