Christian Bluethgen
@cxbln.bsky.social
Radiologist @ USZ Zurich | Med AI research @ Stanford AIMI | #RadSky #ChestRad 🫁🫀 🩻
Pinned
Christian Bluethgen
@cxbln.bsky.social
· Nov 23
A small starter pack for accounts in the radiology/AI space (or prolific in either of those fields) - happy to add more! go.bsky.app/9Drtasz #RadSky #Radiology #AI
🚨 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
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
October 30, 2025 at 8:34 AM
🚨 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
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
Reposted by Christian Bluethgen
💥 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
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
June 9, 2025 at 3:13 PM
💥 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
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
Reposted by Christian Bluethgen
👍 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
💯 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
May 5, 2025 at 11:21 AM
👍 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
💯 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
Reposted by Christian Bluethgen
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.
May 4, 2025 at 8:08 PM
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.
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...
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
April 1, 2025 at 7:01 PM
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...
interesting perspective: hardcoresoftware.learningbyshipping.com/p/230-mcp-it...
that's a first :O
March 12, 2025 at 10:03 AM
that's a first :O
Reposted by Christian Bluethgen
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
March 6, 2025 at 10:11 AM
A quarter of startups in YC’s current cohort have codebases that are almost entirely AI-generated
Reposted by Christian Bluethgen
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
"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
March 1, 2025 at 5:58 PM
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
"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
February 23, 2025 at 3:07 PM
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"
.. straight out of Kahnemans lesser known book "Thinking .. mostly slow"
February 5, 2025 at 5:18 PM
r1ing away on an ordinary machine
.. straight out of Kahnemans lesser known book "Thinking .. mostly slow"
.. 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.
www.bundesregierung.de
February 5, 2025 at 2:58 PM
For Germans unable to vote locally, it is easy to partake, here's how: www.bundesregierung.de/breg-de/schw...
Reposted by Christian Bluethgen
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...
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...
January 27, 2025 at 8:22 PM
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...
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...
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
January 7, 2025 at 5:35 PM
another excellent blog post by @chiphuyen.bsky.social, this time on #agents
huyenchip.com/2025/01/07/a...
huyenchip.com/2025/01/07/a...
Reposted by Christian Bluethgen
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
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
December 19, 2024 at 9:32 PM
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
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
Reposted by Christian Bluethgen
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
December 24, 2024 at 5:07 PM
The promise and perils of synthetic data
"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]
[slightly edited to fit post limits]
feeling a but under the weather this week … thus an increased level of activity on social media and blog: kyunghyuncho.me/i-sensed-anx...
i sensed anxiety and frustration at NeurIPS’24 – Kyunghyun Cho
kyunghyuncho.me
December 22, 2024 at 6:37 PM
"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]
[slightly edited to fit post limits]
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
from: www.anthropic.com/research/clio
December 18, 2024 at 8:18 AM
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
from: www.anthropic.com/research/clio
Reposted by Christian Bluethgen
NEW PREPRINT
A detailed overview of 32 popular predictive performance metrics for prediction models
arxiv.org/abs/2412.10288
A detailed overview of 32 popular predictive performance metrics for prediction models
arxiv.org/abs/2412.10288
December 16, 2024 at 8:44 AM
NEW PREPRINT
A detailed overview of 32 popular predictive performance metrics for prediction models
arxiv.org/abs/2412.10288
A detailed overview of 32 popular predictive performance metrics for prediction models
arxiv.org/abs/2412.10288
Reposted by Christian Bluethgen
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/...
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/...
December 13, 2024 at 1:33 PM
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/...
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
@fchollet.bsky.social
December 11, 2024 at 1:16 PM
the only way to influence this future is to shape it — h/t @adamrodmanmd.bsky.social
@fchollet.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
December 10, 2024 at 10:22 PM
Join us tomorrow for the session "Future Frontiers in Health AI: Emerging Technologies and Innovations" at #AIPlusHealth24 #RadSky #Radiology #StanfordAIMI
Reposted by Christian Bluethgen
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
Thank you, peer reviewers!
#RSNA2024 #radiology #AI
December 1, 2024 at 2:04 PM
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
Thank you, peer reviewers!
#RSNA2024 #radiology #AI
Reposted by Christian Bluethgen
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
#radiology
#radsky
#chestrad
@laurengroner.bsky.social
@chestradiologist.bsky.social
@mmestas.bsky.social
@avrahamcoopermd.bsky.social
December 5, 2024 at 12:20 PM
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
#radiology
#radsky
#chestrad
@laurengroner.bsky.social
@chestradiologist.bsky.social
@mmestas.bsky.social
@avrahamcoopermd.bsky.social