Go Eagles Go.
#eagles
10.02.2025 02:22
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Go Eagles Go.
#eagles
The economic chaos that will occur across the United States on Monday is something I hope is being well covered by journalists. Hospitals and Universities employ large sectors of communities.
Can carefully developed electronic alerts help with management of #AKI? Yes, but developing an effective alert is both an art and science. Read about our experience in #ACI www.thieme-connect.com/products/ejo...
@girishnadkarni.bsky.social #informatics
Happy New Year! 2025 = 45² — we’re celebrating a perfect square year. Cheers to fresh starts, big dreams, happiness and contentment!
For all of mankind
Also has a blue suit though.
Superman gets beaten up way too much.
Ok I dont like Superman and Lois anymore
I have tried starbucks instant coffee and its a revelation.
Had so much fun discussing how #AI is shaping medicine and sharing the work from our lab at #apexpathshala @akforg.bsky.social @girishnadkarni.bsky.social
How have I not watched Superman and Lois till now
Are #LLMs as good as human coders in extracting ICD codes? Of 6 LLMs we tested, GPT-4 achieved highest agreement with human coder but still only at 15.2%. Read our full study in #ACI at - pubmed.ncbi.nlm.nih.gov/39608761/ @girishnadkarni.bsky.social
Excited to share our review article, which provides a step-by-step comprehensive overview of reinforcement learning tailored specifically for clinicians, presented in a clear and non-technical manner - www.nature.com/articles/s41... @girishnadkarni.bsky.social #AI #RL
The SAIL 2025 CALL FOR ABSTRACTS is open! Join us on May 6-9 in Río Grande, Puerto Rico! In-person attendance is limited to those with accepted work. NEJM_AI will award cash scholarships to the top abstracts. Travel support is available. Submit by January 17: sail.health/event/sail-2.... #SAIL25
Sky is blue(kinda)
@bsky.app
We’ve all been under a lot of stress lately.
But did you know that stress affects blood coagulation?
If you didn’t before prepare to now with another #hemesky #skeetorial
1/
There’s a block list for which you have to subscribe
It had to be done
Sky is blue @bsky.app
Good morning
I’m so happy @profgalloway.bsky.social is on @bsky.app
#AI #health #digital #systems
Ben Glicksberg Eyal Klang
www.nature.com/articles/s41...
www.mountsinai.org/about/newsro...
🧑⚕️ Real-world impact? Think:
Efficient resource allocation reports.
Bulk patient analysis for clinical trials.
Next steps?
Apply these findings in prospectively
Test new models.
Address regulatory hurdles. Safe & efficient AI deployment is key. 🏗️🔐
Economics matter: The study shows how token-based pricing (OpenAI's GPT-4: $0.24/task) makes concatenation strategies a game-changer. Every $ counts at system scale! 🩺💸
Failures were mostly formatting (JSON errors) or skipped questions (omissions). The good news? These issues are fixable with re-queries, meaning fewer false answers in critical settings. 🔄✔️
But performance depends on the model:
GPT-4-turbo-128k and Llama-3-70B? 👌 High accuracy, low errors.
Others? Struggled as task size increased. 😓
Key insight: By grouping (concatenating) up to 50 tasks in a single prompt, we can reduce costs 17x—while staying accurate. A win for health systems scaling AI use! 🏥💻
We tested 10 LLMs (proprietary/open source of different sizes) through 300k+ experiments to test their ability to process real clinical data under heavy workloads. The challenge? Accuracy + cost-efficiency. Here's what they found. 🧪
LLMs promise to transform healthcare: summarizing patient records, predicting outcomes, and streamlining operations. But... they're EXPENSIVE (due to $/API call) and not built for system-scale use. 💰⚡