Martin P. Paulus
@mpwpaulus.bsky.social
360 followers 160 following 30 posts
I am the Scientific Director of the Laureate Institute for Brain Research in Tulsa, OK, USA.
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mpwpaulus.bsky.social
And you can listen to the generated podcast here: notebooklm.google.com/notebook/94f... #DTA #MentalHealthResearch #BrainScience
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mpwpaulus.bsky.social
A labor of love with my friend & long-time collaborator Murray B. Stein. Addressing Difficult-to-Treat Anxiety: A review integrating computational psychiatry, systems neuroscience, & novel interventions. Mechanistic insights for precision psychiatry. www.biologicalpsychiatrycnni.org/article/S245...
mpwpaulus.bsky.social
Great work by Wes Thompson, Evan White and Chun Chieh Fan at LIBR as well as others: The promise of population neuroscience: understanding brains across diverse groups.
mpwpaulus.bsky.social
I think you will find that these podcasts are engaging and informative. I hope you give them a try and let us know what you think,
mpwpaulus.bsky.social
We have asked our investigators to provide us with their most recent publications and we have used a new feature developed by Google called NotebookLM (notebooklm.google.com) to generate podcasts from these publications. www.laureateinstitute.org/featured-pub...
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mpwpaulus.bsky.social
I am excited to share a new feature on our LIBR website. In response to a query from one of our research participants who expressed interest in our work and asked whether there were podcasts available about what "LIBR is working on", we have launched a new project.
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mpwpaulus.bsky.social
Exploring options to counter US tariffs? Consider the impact of adjusting Treasury holdings. A nuanced approach, but with potential financial leverage. #EconomicStrategy #GlobalFinance #USTreasuries
Reposted by Martin P. Paulus
russpoldrack.org
Amazing story
byrdnick.com
Until this weekend, I did not know that this is how Daniel Kahneman died. I am neither surprised nor disturbed, and I expect this to become more common.

www.wsj.com/arts-cul...
Reposted by Martin P. Paulus
jeremymberg.bsky.social
Compelling pushback from @jmgrohneuro.bsky.social and the Board of Scientific Counselors at the National Institute on Mental Health (NIMH) regarding termination of tenure-track investigators driven by DOGE.

1/2
Reposted by Martin P. Paulus
sirileknes.bsky.social
As the world grows scarier, let's talk about social connection!

We review its role in addiction & how it's influenced by opioids, now out in Biological Psychiatry (special issue on social homeostasis)

It's @loseth.bsky.social's brainchild & covers A LOT🧠

doi.org/10.1016/j.bi...

#neuroscience
Redirecting
doi.org
mpwpaulus.bsky.social
A tour-de-force by Leandra Figueroa-Hall: A comparison of EV isolation methods from human serum & plasma reveals a trade-off: Precipitation methods (e.g., ExoQuick) yield more EVs, but size-exclusion (SmartSEC, qEV) offers greater purity.
Reposted by Martin P. Paulus
mpwpaulus.bsky.social
My GPT friend tells me: "NIH’s 15% indirect cost cap can be legally challenged under the APA, contract law, & Takings Clause to block this policy. Congress must intervene to protect U.S. science. #FundResearch #NIH"
mpwpaulus.bsky.social
📢 This is an interesting new preprint. 💡 The authors developed a framework using LLMs to boost creativity in scientific research. 🧪 The approach recombines existing knowledge to generate novel ideas, grounded in Boden's theory of combinatorial creativity. arxiv.org/abs/2412.14141
mpwpaulus.bsky.social
🚀 Interesting preprint about AI agent simulations? #LMAgent! A multimodal agent society powered by LLMs, simulating 10,000+ agents in e-commerce scenarios. Realistic behaviors, herd effects, & 40% efficiency boost—paving the way for next-gen social science! 🌐🛍️ #AI #Research arxiv.org/abs/2412.092...
mpwpaulus.bsky.social
Interesting piece about Illbeing ≠ Wellbeing: the study shows overlapping genetic influences but distinct environmental factors shaping mental health. The authors suggest that integration is key for future interventions. #MentalHealth #Wellbeing
mpwpaulus.bsky.social
OpenAI's o1-preview achieves superhuman performance in clinical reasoning: Diagnoses correct in 78.3% of cases, outperforming GPT-4 (88.6% vs 72.9%). Excels in diagnostic & management tasks, scoring 99% on reasoning tests.
#AIinMedicine
arxiv.org/abs/2412.108...
mpwpaulus.bsky.social
In a new preprint Van Calster et al. provides comprehensive guidance on evaluating predictive AI in healthcare. Recommends core metrics: AUROC, calibration plots, net benefit via decision curve analysis. Essential reading for robust AI model validation! 🔗 arxiv.org/abs/2412.10288 #AIHealth #MedAI
mpwpaulus.bsky.social
Deep learning in medical imaging often takes shortcuts, finding spurious patterns instead of meaningful insights (e.g., predicting diet from knee X-rays 🤯). To mitigate this: diversify datasets, mask confounders, use adversarial training, and validate across distributions. #AIethics
janelleshane.com
The authors point out that AI models base their predictions on sneaky shortcut effects all the time; they're just easier to identify when the conclusions (beer drinking) are clearly spurious.

www.nature.com/articles/s41...
The risk of shortcutting in deep learning algorithms for medical imaging research - Scientific Reports
Scientific Reports - The risk of shortcutting in deep learning algorithms for medical imaging research
www.nature.com