DrB Proudly Moroccan, I bring my heritage into my personal & professional life. As a pulmonary/critical care doc, I’m passionate about AI & healthcare.

I simplify AI for colleagues so it’s accessible & practical. Let’s bridge medicine and technology together!

09/05/2025

Publishing science without the tediousness? Sign me up.
I don’t think the world understands how we’ll rediscover the fun in things we enjoy once Ai handles the tedious tasks.

Full Episode 6 - « Ai in clinical research and publishing ». https://youtu.be/uYiiH2xUCSY?si=QJMFlniiwwocw56i

Apple -https://podcasts.apple.com/us/podcast/the-ai-ready-doctor/id1814462141?i=1000723627772

Spotify -https://open.spotify.com/show/711WlCQGbNkhsgzEZkf8Fw?si=LKAxJ8EqQAqAGJ5RBqVL2g

https://aireadydoctor.com/

The 6th episode of Ai Ready Doctor : Dr Ross Prager an intensivist, an academic, Ai enthusiast, and a family man brought...
08/30/2025

The 6th episode of Ai Ready Doctor : Dr Ross Prager an intensivist, an academic, Ai enthusiast, and a family man brought the party to the podcast by discussing Ai in research, and publishing.
We demonstrate and talk about the tools like SciSpace OpenEvidence Consensus and of course Dr Prager’s baby Resub [https://resub.app/] an impressive Ai tool that automates the Manuscript Formatting process along with being your Writing Assistant and Editor, Cover Letter Generator, Reporting Guideline Checker.
We talk Ai disclosure, integrity of the publishing process, how to handle Ai as a reality in the peer review process, etc

00:00 AI Augmentation in Research Lifecycle
04:35 Research Process: From Curiosity to Publication
09:21 AI in Decision-Making and Diagnostics
11:24 Detecting Blind Spots in Research
16:00 "PDF Chat Analysis Enhancements"
18:47 AI for Structuring Research Ideas
22:00 AI Writing Plugin for Researchers
26:07 AI Integration Concerns and Benefits
30:49 AI Challenges Need for Academic Reviews
34:27 Academic Publishing & AI Ethics Issues
35:40 AI-Driven Peer Review Revolution
40:53 "Agentic AI: More Buzz Than Truth?"
44:35 Enhancing Writing with AI Tools
46:26 "AI Ready Doctor Farewell"

Full Episode 6 - « Ai in clinical research and publishing ». https://youtu.be/m4bqKyhuN4U?si=KH9QG1VVrJh8j1zn

Apple -https://podcasts.apple.com/us/podcast/the-ai-ready-doctor/id1814462141?i=1000723627772

Spotify -https://open.spotify.com/show/711WlCQGbNkhsgzEZkf8Fw?si=LKAxJ8EqQAqAGJ5RBqVL2g

https://aireadydoctor.com/

P.S. Shout out to Mushtaq Bilal, PhD whose presentations I attended and early on opened my eyes to the power of Ai in academia. Thank you! 🙏🏽
P.S.2 don’t forget to sign up to Ross’ newsletter and his social media posts: the HCP rounds. Fluid maintenance, ICU physiology and more. You won’t regret it.
P.S.3: Disclaimer: This is a self funded podcast elevating tools I believe in. No sponsoring or money is exchanged.

Welcome back to The AI-Ready Doctor, the podcast that transforms AI from an intimidating black box into a practical toolkit for researchers, clinicians, and ...

The gavel has sounded.The biopsy is back. My father was set to discharge to the nursing homeBut from my last experience,...
08/29/2025

The gavel has sounded.
The biopsy is back.
My father was set to discharge to the nursing home
But from my last experience, where no one called and he landed in another hospital, I preempted the silence.

3 phone attempts. 30 minutes on hold. In between meetings.

When I was a 3rd-year med student in Morocco, we’d call every patient’s family after rounds, every single day. As attending I asked my residents to do that.
Because it matters.

While on the phone with the Brian his nurse, I asked:
“Did the biopsy come back?”

*Nurses do it better*

“Let me log in and check.”
Not “not yet.”
Not “probably tomorrow.”
He pulled it up, read the *entire* report. Not just the conclusion.

With every word, a lump rose in my throat.
My stomach knotted. My lungs forgot how to breathe.
My brain was seizing in slow motion.

Cancer.

More questions than answers.
My doctor brain and my son brain started wrestling.

One was panicking. The other was analyzing.
One wanted to cry. The other was already planning.
Reason had left the building.

“Hello?”
Brian’s voice brought me back.
I mumbled a thank you and asked for the doctor to call me.

I was still in a meeting.
Typed “I rejoined” in the chat.
My body rejoined, but my mind didn’t.

A few min later, the doctor called.

“The biopsy came back. It looks like cancer.
He’ll be discharged today to the nursing home.”

I don’t know how I stayed composed. But I did.

“Let me make myself perfectly clear.
My father is not being discharged today.
You will call an oncologist.
You will cancel the ambulance.
You will not process my father like a form.

That is my father.
He will not leave this hospital until we have answers, dignity, and a plan.”

He tried:
“Well, you know what the cancer doctor will say…”

What happened to us? When did process supersede our oath?

“No. I don’t. And unless you’re an oncologist, neither do you.”

I left work and drove to the hospital.

On the way, I called my siblings. His siblings. My nephews. My mother.
I needed the village.

Before walking in, I paused at the door.
Looked up and said,
“Please help me find the right words.”

Too late.

“Son… A doctor just dropped a heavy news on me. I’m in shock.”

I sat down.

“Dad… I’m so sorry. I’m here now.
You taught us to live with honesty.
I won’t sugarcoat it.
This is awful. But I won’t let you go through it alone.”

He took a breath and said:
“I trust you. I’m blessed to have you. I accept whatever my maker decided for me.”

And just like that, I was grounded again.

I cancelled the discharge.
I told him I would stay & work next to him.
Laptop open. A semblance of normal again.

He prayed for me.
I squeezed his hand.

In seconds, the roles flipped, and flipped back.

Father and son.
Patient and physician.
Hope and heartbreak.

I whispered gratitude to the heavens, then rejoined my meeting.

“I rejoined.”

Life goes on.
And these scars?
They’ll become wisdom.

I asked the future me:

“Will you be proud of how you handled this?”
I think the answer is yes.

We thought it was a liver abscess. Treatable. In and out. Though it was unusual, we had an explanation. Yet…. Liver abce...
08/27/2025

We thought it was a liver abscess. Treatable. In and out. Though it was unusual, we had an explanation.

Yet…. Liver abcess really? What?

I gently asked the resident to actually go to radiology and talk to the radiologist, rather than just “text them”, we learned something else.
At first, I was met with blank silence. The kind that tells you a clinical behavior once considered “standard” is now considered “extra.”

To their credit, the attending followed through.

They walked over. Had a real conversation. And the radiologist? Used all the words doctors use when we want to say something serious but don’t want to sound too serious.

“Could be a mass… an abnormality… early to tell…”

I know that tone. I’ve stopped using that tone. It tries to hold space for uncertainty while still protecting the patient’s feelings. But it rarely does either.

Because if this is a tumor, then how did we miss it on the dozens of scans from weeks ago? Turns out it wasn’t there 4 months ago. And if it grew this fast, it’s either aggressive and his days are numbered, or it’s not a tumor at all.

Turns out: it’s a mix of both. A tumor hiding in infection.

A new MRI also revealed that the old spinal abscess had returned. A new one growing in the same infected area. Is that all? Anything else?

Trips to radiology. Bed. Stretcher. Scan. Transfers. Pain.
Drainage, again.
And a liver biopsy.
Each one requiring more time, more explanations, more conversations.

To an old man.
Now a frail man.
A tired man.

Oh.
That’s why he lost 45 pounds in three months.

I thought it was the meals he skipped. The fatigue. The stress. The surgeries.
But his body was sounding the alarm long before we could name what it was fighting.

Now we wait.

We wait for the biopsy.
We wait to see what this is.
We wait, even though none of us are wired for waiting.

And in this waiting, I’m realizing something:

These are the days we’ll never get back.

The last days of uncertainty, before a label comes in, before treatment decisions become binary, before the next chapter writes itself without asking permission.

So we hold the pause.

We bring him things he likes.
A date shake. A baked good. A joke. A podcast clip. A moment.
Because joy doesn’t stop just because medicine hasn’t caught up.

And yes, I’m tired.
I’m tired of repeating updates to my siblings, my nephews, my mother, our extended family in Morocco, each in their own language, their own emotional dialect.
I’m tired of translating scans into human speech, and fear into measured calm.

But I’m also grateful.

For the nurses who show up daily and hold so much in silence.
For the clinicians who still sit and speak to you, not at you.
For the friends who check in.
For the days where “nothing is happening”, because that too is something.

We haven’t lost hope.

We’re just holding space for both possibilities:
That everything is fine.
Or that everything is about to change.

But today, he smiled at the date shake.
And for now, that’s enough.

08/27/2025

Who best to explain the intersection of medicine, ultrasound, Ai, and education than Viren Kaul MD

🇲🇦

https://aireadydoctor.com/

Newsletter Substack: AiReadyDoctor.Substack.com

Full Episodes The Ai-Ready Doctor podcast - Your go-to “Ai Literacy in healthcare”. https://youtu.be/MvWtvvbTnEQ?si=y5ea3bDRIq_ulvYm

Apple - https://podcasts.apple.com/us/podcast/the-ai-ready-doctor/id1814462141?i=1000720757604

Spotify - https://open.spotify.com/episode/5saQDjqiWX9ZSikQ3wpQm9?si=KZJzkJXlQQCpAeF5kPZvIA

The dreaded phone call (not my dad) .When a code blue happens, someone has to call the family. Many of us physicians lea...
08/22/2025

The dreaded phone call (not my dad) .

When a code blue happens, someone has to call the family. Many of us physicians leave it to the nurses. Some do call but in a hurried impersonal manner.
Too often, it’s rushed. Impersonal. A line rehearsed from someone else:
“I’m sorry for your loss.”
And then, unbelievably, the line: “have a nice day.” Seriously?

The first time those words slipped from my mouth, I couldn’t forgive myself. English wasn’t my first language. That call replayed in my head for months.

I stumbled through many more mistakes before I learned from nurses how to do it better.

So I built my own way:
• I tell my code team: “I’ll call the family. Keep the noise down”. (If I’m running an organized code, chances are they already do).
• I give placeholder directives. “Next epi in 2 minutes. Continue compressions.”
• I pick up the phone. Speak clearly:
“This is the doctor. This is an emergency. Your loved one’s heart stopped. We’re doing CPR.”

No jargon. No stuttering. No unnecessary detail.

Then, an invitation:
“I realize this is unexpected. I called to offer you to say goodbye while I’m still fighting for him/her/them. It’s okay if you don’t. It doesn’t take away from your love.”

If they do, I remind them: “Your loved one will not answer”. Most call the name a few times, then say what matters “I love you” sometimes I have to guide them. “Tell them Thank you. I’m sorry. Goodbye.” That last one they break down. I then tell them “I’m going to let you go now” and hang up. No pleasantries.

After the code, we pause in silence as a team to honor the departed. Then I call back:
“Please accept my condolences. Please be my ambassador to the rest of the family: we fought for your loved one.
I wish you peace.”

I never say “have a nice day.”
If they say “thank you,” I simply say, “you are welcome.”
And then I exit.
A divo, or a diva, knows when to exit the stage.

P.S. here’s a prompt for Ai to help you get some compassionate wording to say to the family before you make the call. You can actually save it in its memory and always go back to it so you have it at your finger tips. Trust me you’ll stop be genuine, and compassionate. You’ll just have more words to show it. Take it from someone whose first language is not English. And …you are most welcome.

“I just led a code blue and unfortunately lost my patient. I am about to call the family to announce his death. Help me with what to say to my patient’s family to tell them we tried but he didn’t survive. It’s a wife, two daughters, and two grandchildren.”
The more details the better. It’s called “Context”.

Hold up!!! OpenEvidence did WHAT? Ambient scribe? And clinical decision support within the context of the patient note? ...
08/21/2025

Hold up!!! OpenEvidence did WHAT? Ambient scribe? And clinical decision support within the context of the patient note? And evidence based with a name we trust? And CME while you write your note? Seriously!!???

BREAKING: OpenEvidence just entered the scribe ring. 🥊

It’s called Visits: a real-time clinical assistant built for the patient encounter.

It transcribes.
It surfaces guidelines as you chart.
It answers your questions with patient context baked in.

Yes, Epic announced “Art.”
Doximity has a scribe with its weight of 1000 clinicians feedback.
But this one? This shut me up! And I’m rarely speechless.

Rarely this impressed. Even Oracle and Epic’s AI hype didn’t land, because it skipped over the pain points that bury us physicians daily.

OpenEvidence did it.
✔ Transcription inside the note
✔ Evidence-based decision support in real time
✔ Customizable templates
✔ CME while you work

Bravo.
That’s how you aim at the pain points. Establish TRUST first.
Eliminate friction between systems.
Then deploy.
It’s oxygen for physicians. It’s not just another tool. It’s the tectonic shift we’ve been waiting for.
Bravo!

🇲🇦

08/21/2025

Unpacking the AI Black Box: Ensuring Transparency in Medical AI

I discuss the concept of the 'black box' in AI, where we don't fully understand how AI systems make decisions, particularly in medical settings where AI is used to take notes and summarize conversations. We express the need to understand the inner workings of these AI systems in order to ensure important information is not missed in patient records, and to uphold our oath to protect our patients.

08/20/2025

The pause is so important. The rehearsal before using it on the patient is even more important.

The AI-Ready Doctor Podcast

https://aireadydoctor.com/

Newsletter Substack: AiReadyDoctor.Substack.com

Full Episodes The Ai-Ready Doctor podcast - Your go-to “Ai Literacy in healthcare”. https://youtu.be/MvWtvvbTnEQ?si=y5ea3bDRIq_ulvYm

Apple - https://podcasts.apple.com/us/podcast/the-ai-ready-doctor/id1814462141?i=1000720757604

Spotify - https://open.spotify.com/episode/5saQDjqiWX9ZSikQ3wpQm9?si=KZJzkJXlQQCpAeF5kPZvIA

The electronic medical record Epic clapped back 👏👏 First Oracle  drops its shiny new voice-driven EHR. Now Epic fires ba...
08/20/2025

The electronic medical record Epic clapped back 👏👏 First Oracle drops its shiny new voice-driven EHR. Now Epic fires back at with Cosmos AI.

I want to be clear: this is no small announcement. A generative model trained on millions of patient journeys and billions of encounters. Microsoft and Yale in the mix. The scale is historic.

I don’t want to be a pawn in the Oracle vs. Epic slugfest.

Yes, the science is impressive. Excuse me? Where are the clinical outcomes improvements? Where’s the oversight? No FDA guardrails. No independent benchmarks. Claims of superiority, but compared to what? Simulation datasets? Internal metrics? Show me the outcomes that matter at the bedside.

Does this help patients have less complications? live longer? Safer? Better? Or does it just give us another layer of alarm fatigue? predictive dashboards that somehow still leave doctors drowning in in-basket messages?

We’ve been here before. Every “burnout-busting” EHR feature that somehow made burnout worse. The historic nature of this moment isn’t lost on me. Foundation models built from patient journeys are a milestone.

But if this turns into another surveillance tool, or just another box for me to click, it’ll be remembered for the wrong reasons.

Hopeful. Skeptical. Watching closely.

🇲🇦

Dr Viren Kaul:  it was an absolute delight to chat with you about all things ICU and Ai. The AI-Ready Doctor Podcasthttp...
08/20/2025

Dr Viren Kaul: it was an absolute delight to chat with you about all things ICU and Ai.

The AI-Ready Doctor Podcast

https://aireadydoctor.com/

Newsletter Substack: AiReadyDoctor.Substack.com

Full Episode 5 just dropped The Ai-Ready Doctor podcast - Your go-to “Ai Literacy in healthcare”. https://youtu.be/gVn2H0HYM6U?si=vWbZdsj6uoinxuz0

Spotify - https://open.spotify.com/episode/5saQDjqiWX9ZSikQ3wpQm9?si=KZJzkJXlQQCpAeF5kPZvIA

Apple - https://podcasts.apple.com/us/podcast/the-ai-ready-doctor/id1814462141?i=1000720757604

🇲🇦

Welcome back to The AI-Ready Doctor podcast! In this special episode, hosts Dr. Hassan Bencheqroun and Dr. Viren Kaul dive deep into the real-world integrat...

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