Orkun Baloglu, MD

#PedsICU & #PedsCICU Physician @ClevelandClinic. #AI & #MachineLearning Researcher at Cleveland Clinic Children’s Center for AI (C4AI)

[SCCM @SCCM]

While machine learning models for prediction of cardiac surgery-associated AKI show promise, they should be used cautiously and customized to the specific clinical environment for best results.

➡️Read more in the latest issue of @pedcritcaremed: https://t.co/FUoqtcVNMH
#SCCM

[Orkun Baloglu, MD @BalogluMD]

Excited to share our most recent ML work. We would be very happy to hear your thoughts/comments.

[Orkun Baloglu, MD @BalogluMD]

Performance of Supervised Machine Learning Models for... : Pediatric Critical Care Medicine https://t.co/2y2mnRQl2z

[Rohit loomba @loomba_rohit]

Too often people claim to be in the clinical ML space. My friends at Cleveland Clinic really live and breathe it with great work to show for it!

#pedsicu #ml #ai #DataScience

[turkalpmd @turkalpmd]

Our new study explores supervised ML models to predict postoperative low cardiac output syndrome in neonates, achieving AUROC up to 0.98 using VIS, urine output & lactate for 2-12hr forecasts. Promising for peds ICU care! 📊❤️

Read here: https://t.co/B772SpvvJr
#pcics2025 #PedsICU #PCICU @PCICS2 #ClevelandClinic @BalogluMD @loomba_rohit @CritCareExplore @iamyourgasman @DGlaucomflecken #AIHealth @EricTopol @AnthonyChangMD #Timeseries

[Orkun Baloglu, MD @BalogluMD]

Supervised Machine Learning Models Predicting Postoperative ... : Critical Care Explorations https://t.co/izuV9feMjX

[Orkun Baloglu, MD @BalogluMD]

Supervised Machine Learning for PICU Outcome Prediction: A Comparative Analysis Using the TOPICC Study Dataset https://t.co/Sz0nGw1SPR #mdpibiomedinformatics via @Biomedinfo_MDPI @MDPIOpenAccess

[Steven Brunton @eigensteve]

New Video Series: Statistics & Data Analysis!
https://t.co/YfJTxDeiHn
35 videos, 10 hours:
Random sampling, Central limit theorem, Distribution estimation, Method of moments, Maximum likelihood estimation, Hypothesis testing, Monte Carlo sampling, Bayesian statistics, and more!

[Orkun Baloglu, MD @BalogluMD]

Be polite to your AI model https://t.co/neYGUFnw0V

[turkalpmd @turkalpmd]

AI meets pediatric care! Our ML model predicts escalation in childhood pneumonia with up to 88% accuracy using key clinical indicators like hypoxemia, respiratory distress, age, weight-for-age, and complaint duration. Empowering timely care in resource-limited settings. #PedsICU

[JAMA @JAMA_current]

#Measles infection, including prevention, symptoms of infection, contagiousness, and treatment, described in this JAMA Patient Page. https://t.co/q665V8GXnb

[Orkun Baloglu, MD @BalogluMD]

Can you answer the question that 3 out of 4 doctors asked got wrong? - YouTube https://t.co/jkvzdv55Gs

[ℏεsam @Hesamation]

you only need 10 days to study the basic Math for Machine Learning,

this course on Coursera is a solid one,

it’s 60 hours long, that means 10 days to study calculus, algebra, probability and statistics

[The Math Sorcerer @TheMathSorcerer]

"The only way to learn mathematics is to do mathematics." — Paul Halmos

[Orkun Baloglu, MD @BalogluMD]

@TheMathSorcerer Math modeling with ODEs

[Melanie Mitchell @MelMitchell1]

Latest episode of our podcast is out: "What Kind of Intelligence is an LLM?"

We talk with two brilliant scholars who have thought a lot about that question: @TomerUllman and @mpshanahan

I hope you will give it a listen!

https://t.co/liE6FU1P5h

[Arthur Douillard @Ar_Douillard]

The Nobel prize website has a pretty well made 1-pager on how Alphafold works

[Orkun Baloglu, MD @BalogluMD]

What Does the AI Boom Really Mean for Humanity? | The Future With Hannah Fry - YouTube

⁦⁦@FryRsquared⁩ https://t.co/Co4sQIhAWs

[DR. Hani Najm @Dr_HaniNajm]

Delighted to implant the “new heart” in 6 year old John Henry @CleClinicKids watch his story @wkyc

https://t.co/iP6f8w9qN4

[Orkun Baloglu, MD @BalogluMD]

New study by Dr. Ganatra from CCF shows that machine learning outperforms current models in predicting PICU length of stay, promising better patient management and resource use.

https://t.co/MXXnDSEx86

#PICU #MachineLearning #PEDAL #PALISI