🔥 So much in this paper: CT RATE (one of the largest public chest CT/text report datasets), CT-CLIP (a 3D chest CT foundation model) and CT-CHAT, a conversational model building on CT-CLIP @ibrahimethem.bsky.social

Nature Biomedical Engineering@natbiomedeng.nature.com · 6mo ago

Generalist foundation models from a multimodal dataset for 3D computed tomography

🚨 Agentic Systems in Radiology Everyone’s talking about agents🕵️‍♀️🕵️‍♂️ — but what happens when you bring them into real clinical workflows? Our new preprint explores the design, applications, challenges, and evaluation of LLM-based agents and agentic workflows in radiology 👇 arxiv.org/abs/2510.09404

🚨 Agentic Systems in Radiology Everyone’s talking about agents🕵️‍♀️🕵️‍♂️ — but what happens when you bring them into real clinical workflows? Our new preprint explores the design, applications, challenges, and evaluation of LLM-based agents and agentic workflows in radiology 👇 arxiv.org/abs/2510.09404

💥 We unveil our paper accepted at the #ACL2025 Main Conference: Automated Structured Report Generation Let's revisit automated radiology report generation for CXR. Free-form reports make it hard for AI systems to learn accurate generation, and even harder to evaluate. 🧵👇 @StanfordAIMI @hopprai

👍 If you're interested in #LLMs in #radiology, this is a recommended read! 💯 While the article focuses primarily on LLMs, as the authors recommended, "Keep an eye on [large multimodal models]". 👉 pubs.rsna.org/doi/10.1148/... #RadiologyAI #AIStrategy #LMMs

When reading AI benchmarks, aside from the fact that many of the AIs are (accidentally or on purpose) trained on the test set, many tests are just bad. MMLU likely maxes out at 90% or so because so many of the questions in it are just wrong. It is also uncalibrated in difficulty across questions.

LLMs formally pass the Turing test arxiv.org/abs/2503.23674

Large Language Models Pass the Turing Test

We evaluated 4 systems (ELIZA, GPT-4o, LLaMa-3.1-405B, and GPT-4.5) in two randomised, controlled, and pre-registered Turing tests on independent populations. Participants had 5 minute conversations s...

arxiv.org

lot of folks talking about MCP and developers rushing to support it - but it does seem a bit like hype-y. interesting perspective: hardcoresoftware.learningbyshipping.com/p/230-mcp-it...

230. MCP - It's Hot, But Will It Win?

There's a long history of "middleware" in our industry. Everyone wants it. There's always a hot one, but it rarely makes to the finish line and often disappoints.

hardcoresoftware.learningbyshipping.com

that's a first :O

A quarter of startups in YC’s current cohort have codebases that are almost entirely AI-generated

A quarter of startups in YC’s current cohort have codebases that are almost entirely AI-generated

With the release of new AI models that are better at coding, developers are increasingly using AI to generate code. One of the newest examples is the current batch of Y Combinator, the storied Silicon Valley startup accelerator. A quarter of the W25…

tcrn.ch

Chaired two insightful sessions at #ECR2025 today! "Standardization and Reporting in AI Research" with experts Hans Reitsma Mike Klontzas Annika Reinke "How to Use ChatGPT for Academic and Administrative Tasks" Andreas S. Brendlin @cxbln.bsky.social and Ghizlane Lembarki @myesr.bsky.social

still thinking about this interaction with Claude (Oct '24) from time to time

r1ing away on an ordinary machine .. straight out of Kahnemans lesser known book "Thinking .. mostly slow"

For Germans unable to vote locally, it is easy to partake, here's how: www.bundesregierung.de/breg-de/schw...

Wahlwissen: Briefwahl | Bundesregierung

Wer am Wahltag zur Bundestagswahl 2025 verhindert ist, kann vorab per Briefwahl wählen. Alle wichtigen Informationen zur Briefwahl im Überblick.

bundesregierung.de

The Illustrated DeepSeek-R1 Spent the weekend reading the paper and sorting through the intuitions. Here's a visual guide and the main intuitions to understand the model and the process that created it. newsletter.languagemodels.co/p/the-illust...

another excellent blog post by @chiphuyen.bsky.social, this time on #agents huyenchip.com/2025/01/07/a...

Agents

Intelligent agents are considered by many to be the ultimate goal of AI. The classic book by Stuart Russell and Peter Norvig, Artificial Intelligence: A Modern Approach (Prentice Hall, 1995), defines ...

huyenchip.com

People: please don't ML for the sake of ML. I keep seeing manuscripts using fancy machine learning on brain-imaging data, where, in my opinion (having processed a lot of brain-imaging data), the method is way too complex for the richness of the data. Fancier is not better per se

The promise and perils of synthetic data

The promise and perils of synthetic data

Is it possible for an AI to be trained just on data generated by another AI? It might sound like a harebrained idea. But it’s one that’s been around for quite some time — and as new, real data is increasingly hard to come by, it’s been gaining traction.…

tcrn.ch

"productization requires [standardization in development and deployment], which is antithetical to research. [...] PhDs are supposed to come up with innovative ideas, validate these ideas, report the findings to the community by writing papers and then move on." [slightly edited to fit post limits]

@kyunghyuncho.bsky.social · 2y ago

feeling a but under the weather this week … thus an increased level of activity on social media and blog: kyunghyuncho.me/i-sensed-anx...

A market research team's dream: gathering real-world use cases and improvement opportunities directly from natural product usage from: www.anthropic.com/research/clio

NEW PREPRINT A detailed overview of 32 popular predictive performance metrics for prediction models arxiv.org/abs/2412.10288

VLMs go MoE ✨ DeepSeek AI dropped three new commercially permissive vision LMs based on SigLIP encoder and their DeepSeek-MoE decoder 🐳 the models come in 1.0B, 2.8B and 4.5B active params 🥹 models seem to catch up with state-of-the-art with less active parameters! huggingface.co/collections/...

the only way to influence this future is to shape it — h/t @adamrodmanmd.bsky.social @fchollet.bsky.social

Join us tomorrow for the session "Future Frontiers in Health AI: Emerging Technologies and Innovations" at #AIPlusHealth24 #RadSky #Radiology #StanfordAIMI

We thank our amazing reviewers for their time and expertise. This work cloud highlights the reviewers who contribute to @radiology-ai. Thank you, peer reviewers! #RSNA2024 #radiology #AI

Tree in bud nodularity on a CXR (via barium aspiration) 🫁 #radiology #radsky #chestrad @laurengroner.bsky.social @chestradiologist.bsky.social @mmestas.bsky.social @avrahamcoopermd.bsky.social

I do dabble in Multi-1Ical Imaging occasionally

who needs to keep track of all the profiles of conferences in #AI and #ML on 🦋? go.bsky.app/SZEr8Jf

And chatbots aren't moral agents nor have ownership of the text they output, so they don't need to be credited. The proper thing to do when using a chatbot is to disclose it, for transparency, rather than cite it for attributing credit or signaling credibility. 4/

my (and probably many others’) entry point to ML research was this man's course, using Octave back then in 2016. so extremely honored to share an author list now with Prof. @andrewyng.bsky.social ! thank you