Benjamin P. Geisler
ben-geisler.com
Benjamin P. Geisler
@ben-geisler.com
Stipendiat in Oslo, 🇳🇴 | prior hospitalist | Stuck between 3 continents/still fresh off the boat | RT≠opinion≠others'
.. and a non-inferiority trial in shock all-comers (although this has already crept into practice -though that's dependent on center and attending- so this trial is prolly less of a surprise)
October 30, 2025 at 7:43 PM
Whoa: two potentially paradigm-shifting new shock trials - one in early septic shock..
October 30, 2025 at 7:42 PM
Leo Celi's latest in Nature Medicine: "Teaching machines to doubt."

As we rush to deploy A.I. in healthcare, teaching algorithms to recognize their own limitations isn't just good science, it's a patient safety thing.
Worth your time.
Teaching machines to doubt
Nature Medicine - We must build safeguards against AI’s most dangerous feature: its ability to stop us thinking critically.
www.nature.com
October 24, 2025 at 8:16 AM
Today I learned that AOL still has an email service (from the John Bolton indictment)
October 17, 2025 at 6:50 PM
Professor Sue Goldie is a masterful educator and storyteller.

She decided to share her diagnosis on her own terms and brings up things here about Parkinson's (and about triathlons as a PD treatment) that no one ever does

www.nytimes.com/interactive/...
Sue Goldie Has Parkinson’s Disease
An acclaimed researcher is an expert at explaining complicated problems. Now she has to confront the most vexing question: What is happening to her?
www.nytimes.com
October 15, 2025 at 10:35 AM
A stress test with a slight chance of MI or death... 😕

Do patients truly understand the risks we communicate?

European Hospital features discussion on medical risk communication across different cultures & systems.
“Very rarely a chance of heart attack or death” – Wait, what?
Hospitalists frequently discuss the risks associated with tests, treatments, and/or surgical procedures with their patients. But is everyone in the clear on what a “slight risk of complications” actually means? A session on the meaning of risk to patients and how to effectively communicate risk was discussed at SHM Converge 2025, the annual meeting of the Society of Hospitalist Medicine held in Las Vegas in April.
healthcare-in-europe.com
October 3, 2025 at 11:09 AM
Pure gold from Adam Rodman on overconfidence of reasoning models. Does this mirror incompetent + overconfident residents?

x.com/AdamRodmanMD/s... (yes, X, but worth your while)
September 29, 2025 at 10:50 AM
🌟 Amazing opportunity! 🌟
Our EU project partner @erasmusuni seeks Associate Prof in Health Economics & Modelling! 📈🏥 Join 100+ health economists in Rotterdam 🇳🇱

Check it out here and apply today:
www.academictransfer...

#HealthEconomics #HEOR #AcademicJobs
Associate professor (UHD) in Health Economics and Modelling (Fulltime/permanent)
We are seeking an experienced health economist with proven modelling and analytics skills to join our HTA department. The successful candidate will lead and collaborate on high-impact research projects, develop grant applications, supervise PhD and …
www.academictransfer.com
September 19, 2025 at 8:18 AM
🧵 HI-PRO trial from @escardio: low-dose apixaban _long-term_ for "provoked" VTE

This will likely be practice-changing: HI-PRO challenges the current practice re: anticoagulation duration for "provoked" VTE

1/8 📊
September 9, 2025 at 11:21 AM
1/6
🌍 Europe faces a major demographic challenge. By 2100, the 🇪🇺’s population may shrink 6% with migration, but over 1/3 without it. Countries like Italy, Germany & France could face economic pressures from ageing populations & shrinking workforces.

#Demographics #Europe
September 4, 2025 at 4:28 PM
🧠💡 Proud to share AI predicting arterial oxygen during brain surgery with 84% accuracy - no extra arterial sticks!

Looking forward to validation.
Comparing supervised machine learning algorithms for the prediction of partial arterial pressure of oxygen during craniotomy - BMC Medical Informatics and Decision Making
Background and Objectives Brain tissue oxygenation is usually inferred from arterial partial pressure of oxygen (paO2), which is in turn often inferred from pulse oximetry measurements or other non-invasive proxies. Our aim was to evaluate the feasibility of continuous paO2 prediction in an intraoperative setting among neurosurgical patients undergoing craniotomies with modern machine learning methods. Methods Data from routine clinical care of lung-healthy neurosurgical patients were extracted from databases of the respective clinical systems and normalized. We used recursive feature elimination to identify relevant features for the prediction of paO2. Six machine learning regression algorithms (gradient boosting, k-nearest neighbors, random forest, support vector, neural network, linear model with stochastic gradient descent) and a multivariable linear regression were then tuned and fitted to the selected features. A performance matrix consisting of standard deviation of absolute errors (σae), mean absolute percentage error (MAPE), adjusted R2, root mean squared error (RMSE), mean absolute error (MAE) and Spearman’s ρ was finally computed based on the test set, and used to compare and rank each algorithm. Results We analyzed N = 4,581 patients with n = 17,821 observations. Between 5 and 22 features were selected from the analysis of the training dataset comprising 3,436 patients with 13,257 observations. The best algorithm, a regularized linear model with stochastic gradient descent, could predict paO2 values with σae = 86.4 mmHg, MAPE = 16 %, adjusted R2 = 0.77, RMSE = 44 mmHg and Spearman’s ρ = 0.83. Further improvement was possible by calibrating the algorithm with the first measured paO2/FiO2 (p/F) ratio during surgery. Conclusion PaO2 can be predicted by perioperative routine data in neurosurgical patients even before blood gas analysis. The prediction improves further when including the first measured p/F ratio, realizing quasi-continuous paO2 monitoring.
bmcmedinformdecismak.biomedcentral.com
September 3, 2025 at 2:09 PM
📢 PhD in Health Economics @ University Of Oslo! Fully paid 3yr position in MoPeK project on sustainable municipal health staffing. Join our dynamic research environment & contribute to real health policy change.
Apply by Sept 30!
#PhD #HealthEconomics
PhD stipendiat i helseøkonomi (284854) | Universitetet i Oslo
Stillingstittel: PhD stipendiat i helseøkonomi (284854), Arbeidsgiver: Universitetet i Oslo, Søknadsfrist: tirsdag 30. september 2025
www.jobbnorge.no
August 27, 2025 at 2:40 PM
Overheard at the 44th Nordic Health Economists' Study Group 2025 in Oslo: "crouching tiger, hidden labor market"

- however, NHSEG now has one of their parallel sessions dedicated to economic evaluation!

1/2
August 15, 2025 at 3:36 PM
Overheard at a economics conference: "crouching tiger, hidden labor market"
August 14, 2025 at 5:58 PM
In The Chronicle of Higher Edu:
Two Major Academic Publishers Signed Deals With AI Companies. Some Professors Are Outraged.
By Christa Dutton

www.chronicle.com/ar...

What could this all mean? Trying to make sense of it all myself in this 🧵
Two Major Academic Publishers Signed Deals With AI Companies. Some Professors Are Outraged.
The agreements will allow tech giants access to the enormous archives of Wiley and Taylor & Francis.
www.chronicle.com
August 13, 2025 at 12:57 PM
Interesting Fierce Pharma article by Angus Liu on Vinay Prasad's departure from the F.D.A.:

www.fiercepharma.com...

The "Right to Try" is the law and shouldn't be a partisan, de-regulatory issue. Experts and regulators should consider if it's doing our patients justice or not.
August 2, 2025 at 5:19 PM
Terrific visual story in the FT about data centers, walking through the inside, satellite images and maps where they are, and importantly info on their energy and water us

ig.ft.com/ai-data-ce...
Inside the relentless race for AI capacity
The quest for superintelligence is spurring a data centre boom — but critics question the cost, environmental impact and whether it is all needed
ig.ft.com
August 1, 2025 at 2:45 PM
Artificial intelligentsia?

Money Talks interview with The Economist’s Henry Tricks, Dario Amodei and Anthropic’s in-house philosopher Amanda Askell

economist.com/podcas... (gifted article with limited number of free views/listens)
Artificial intelligentsia: an interview with the boss of Anthropic
Our podcast on markets, the economy and business. This week, Dario Amodei on why safety sells and how to value people in a world without work
economist.com
August 1, 2025 at 8:26 AM
Are you a "consilient" thinker - like John Snow, the father of epidemiology?

Are you combining "insights from different disciplines and different scales of investigation"?

Just discovered David Quammen's 2006 review of Steven Johnson's "The Ghost Map"

www.nytimes.com/2006...
A Drink of Death (Published 2006)
Steven Johnson tells how a doctor and a curate solved the riddle of London’s 1854 cholera epidemic.
www.nytimes.com
June 21, 2025 at 12:07 PM
More vaccine skepticism after the HHS Secretary’s comments means preventable diseases could surge -- especially in young kids, the elderly, and otber immunocompromised. Measles, chickenpox, whooping cough, even polio may return, straining healthcare, and widening disparities

x.com/jakescottMD/st...
June 14, 2025 at 11:18 AM
MAHA Report: many others might have wondered if the inaccurate references were LLM hallucinations
Seems confirmed now that the report, at least in its entirety, was not written by humans
Are there lessons to be learned here? No, it’s not just students 😅

www.washingtonpost.c...
May 30, 2025 at 6:18 PM
Can you imagine a different situation?
I made this video 2 years ago. I had a lot of people tell me I was being dramatic. Now we know UNH are pushing nursing home to get residents to sign DNRs. I’m so glad people are waking up.
youtube.com/shorts/ZZtHN...
Health Insurance Companies Don’t Care About You
YouTube video by Dr. Glaucomflecken
youtube.com
May 22, 2025 at 10:49 AM