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Being a doctor.
Training AI to take over my job.
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24 hours into this call, screaming children, crying parents, Pediatricians are the real heros.

I don't want to be a hero though 😂
Medicine is a funny profession.

Being on "Night call" means Working from 8-4 then continue the call from 4pm to 8am

Then continuing the next day from 8am to 4 or 5pm

No breaks in-between, little or no sleep😂
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Finally. GPT 6 Luna is too dumb for most tasks, 6.1 Sol is too expensive.

The perfect balance. 6.1 Terra,
GPT-6.1 Terra: delivering fast and capable computer use at a lower price.

GPT-6.1 Terra understands what’s on screen, takes action across apps, writes naturally, and is a more capable model for your whole workday with the efficiency to take on more of it.
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Medicine is a funny profession.

Being on "Night call" means Working from 8-4 then continue the call from 4pm to 8am

Then continuing the next day from 8am to 4 or 5pm

No breaks in-between, little or no sleep😂
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Randomly remember once when I gave a Pediatric Cardiologist my stethoscope.

He listened once to the child's chest with it and burst out laughing.

Told me to never ever bring that "toy" to the hospital
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Everyday in this Pediatrics Hemato-Oncology Postings breaks my heart.
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Medicine I love.

Machine Learning I must be good at.

I've been consistently applying it to my domain of interest in innovative ways. I'll keep doing this,
Pursue a domain you love. But simultaneously get so insanely technically skilled at math/coding/AI that you can apply it to your domain of interest in an innovative way. Deep domain expertise plus alien-level technical skills equals lots of interesting and rewarding work to do.
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As much as I want to jump on the bandwagon and say somethings emotionally, I'd try my best to explain how hospitals work. This but it's not exactly true.

I'll reply this as someone who works in a public hospital. We don't care if you have money on not.

A long read:

Doctors in Nigeria (especially in public hospitals) won't refuse you treatment because you don't have money, we refuse it because there's nothing to work with.

What happens is that if a patient comes in, say bleeding and you need a blood transfusion, there's nothing we can do. We don't control the blood bank or the pharmacies to give you medication.

No doctor would ask you for receipts, we'd say do you have this drug? Or that equipment.

The nurses won't even call our attention if there isn't proof of payment to the hospital. That pack you pay for would cover the cost of the basic necessities you need for resucitaton

Our salaries don't get paid based on how many people come to the hospital. (Again, Public Hospitals).

We simply can't work if you don't pay because there's nothing to work with.

Sometimes we take things on credit to save lives.

Unfortunately patient won't pay back, Pharmacist would be on my neck. The pharmacist who was at OBSGYN is certainly pissed with me, there's so much I took on credit to save lives.

The Accident and Emergency trolleys are empty. There are no drugs, few resucitaton items available. We don't care that much about if you pay or not, we can't save your live if there's nothing to work with as our hospitals are very very empty, understaffed and underequipped.

As for the private hospitals, my dear it's a business. If you can't afford it, there's nothing they can do. They have investors, they have people who put in hundreds of millions to set up those structures.

If they treated everyone for free, they'd go out of business.
Where did we get the medical ethics in Nigeria that allow doctors and nurses to refuse to treat patients simply because they cannot afford to pay?

Why should a human being be left to die simply because they have no money?

Since when did money become more important than human life?
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drsilverstone.illusionservices.com

Medical Doctor. Machine Learning Engineer
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I took history and and wrote a two pages note for a boy I met during pediatrics call.

My Senior Registrar saw it and started laughing. "Dr Umoh, I don't know what you've done but you've not clerked this patient"

Internal Medicine and it's sibling Pediatrics <<<
Surgery and OBSGYN>>>
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Being in the hospital from 8am to 8pm

Children screaming in my ears as I give chemotheraphy drugs. Sadness in parents eyes as I write another round of investigations (tests) for them to pay for. Children praying their siblings don't die.

Sigh.
Day 2. Pediatric Hemato-Oncology Postings
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Someone make this a benchmark for AI models.
i made an atlas of all diseases in the world and what's left to solve

and it is a LOT. a LOT is left to solve.
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Day 2. Pediatric Hemato-Oncology Postings
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Replying to @DrSilverstone
The image encoder is FetalCLIP. It turns an ultrasound image into features that smaller models can use to recognise views, such as the head, abdomen or femur.

Built on public data (HC18, FETAL_PLANES_DB, ACOUSLIC-AI), trained on free Kaggle GPUs. It runs offline on a Windows laptop. Chat uses your own free key.
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Replying to @DrSilverstone
I'm looking for sonographers, midwives, doctors, residents and students to try it, plus research partners.

Request to see it and help me test it: fetalsonographer.illusionservices.com
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Today I'm launching Fetal Sonographer: a scanning companion that guides, teaches and answers you while you scan a pregnancy.

Made by a clinician, for clinicians
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Replying to @DrSilverstone
I'm looking for sonographers, midwives, doctors, residents and students to try it, plus research partners.

Request See it and help me test it: fetalsonographer.illusionservices.com
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Replying to @DrSilverstone
It is available on request to Clinicians, institutions, and Software development companies.

The full code is open source:

github.com/AniekanabasiUm…

However, the application will be provided on request
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