Eric Baumel
@ebaumel.bsky.social
Radiologist, medical app developer and machine learning and 3D printing explorer. Interested in just about everything: film, photography, art, finance, food, IoT, entrepreneurship and history.
Reposted by Eric Baumel
#OTD 1867, Marie Curie was born.
During WWI, Curie created a vehicle that contained a hospital bed, a generator, an X-ray machine and photographic darkroom equipment. These “petite Curies" (below) could be driven right up to the Front. Curie also helped train 150 women as radiology technicians.
During WWI, Curie created a vehicle that contained a hospital bed, a generator, an X-ray machine and photographic darkroom equipment. These “petite Curies" (below) could be driven right up to the Front. Curie also helped train 150 women as radiology technicians.
November 7, 2025 at 1:13 PM
#OTD 1867, Marie Curie was born.
During WWI, Curie created a vehicle that contained a hospital bed, a generator, an X-ray machine and photographic darkroom equipment. These “petite Curies" (below) could be driven right up to the Front. Curie also helped train 150 women as radiology technicians.
During WWI, Curie created a vehicle that contained a hospital bed, a generator, an X-ray machine and photographic darkroom equipment. These “petite Curies" (below) could be driven right up to the Front. Curie also helped train 150 women as radiology technicians.
Reposted by Eric Baumel
Radiology meets rap - check out this video created by Paymon Zomorodian from RadBytes, with captions added by me. This rap is now well and truly stuck in my head.
And when Paymon asked the community for suggestions for a name for this new rap group, someone suggested 2PACs. Genius!
And when Paymon asked the community for suggestions for a name for this new rap group, someone suggested 2PACs. Genius!
October 18, 2025 at 10:52 AM
Radiology meets rap - check out this video created by Paymon Zomorodian from RadBytes, with captions added by me. This rap is now well and truly stuck in my head.
And when Paymon asked the community for suggestions for a name for this new rap group, someone suggested 2PACs. Genius!
And when Paymon asked the community for suggestions for a name for this new rap group, someone suggested 2PACs. Genius!
In the latest video from Coding4Docs I interview a foundation AI model about itself.
youtu.be/EdAjWXjnDcg
youtu.be/EdAjWXjnDcg
Interview Wih An AI
YouTube video by Coding4Docs
youtu.be
October 6, 2025 at 12:37 AM
In the latest video from Coding4Docs I interview a foundation AI model about itself.
youtu.be/EdAjWXjnDcg
youtu.be/EdAjWXjnDcg
Reposted by Eric Baumel
Good to see @bsky.app has emerged as the social media platform of choice for science stuff
arstechnica.com/science/2025...
arstechnica.com/science/2025...
Bluesky now platform of choice for science community
It’s not just you. Survey says: “Twitter sucks now and all the cool kids are moving to Bluesky”…
arstechnica.com
August 27, 2025 at 5:33 PM
Good to see @bsky.app has emerged as the social media platform of choice for science stuff
arstechnica.com/science/2025...
arstechnica.com/science/2025...
Proud to share that the next video in my series Coding4Docs has gone live on YouTube.
The command line is a fundamental skill for working with computers. No previous coding background is required.
Start your journey today!
youtu.be/f2ac-4fjSAE
The command line is a fundamental skill for working with computers. No previous coding background is required.
Start your journey today!
youtu.be/f2ac-4fjSAE
Don't Fear The Command Line
YouTube video by Coding4Docs
youtu.be
August 29, 2025 at 1:11 PM
Proud to share that the next video in my series Coding4Docs has gone live on YouTube.
The command line is a fundamental skill for working with computers. No previous coding background is required.
Start your journey today!
youtu.be/f2ac-4fjSAE
The command line is a fundamental skill for working with computers. No previous coding background is required.
Start your journey today!
youtu.be/f2ac-4fjSAE
Reposted by Eric Baumel
Cybersecurity risks associated with LLMs must be assessed carefully before deploying LLMs in health care https://doi.org/10.1148/ryai.240739 @alitejanimd.bsky.social #MLLM #MLM #AI
August 14, 2025 at 11:15 PM
Cybersecurity risks associated with LLMs must be assessed carefully before deploying LLMs in health care https://doi.org/10.1148/ryai.240739 @alitejanimd.bsky.social #MLLM #MLM #AI
Reposted by Eric Baumel
My dad told me a story about having a drink with Mr Lovell at some local dive bar when this sequence was being filmed for The Man who Fell to Earth back in the 1970's.
My dad said Mr. Lovell had a lot to say about space and what he saw there...
I'll leave it at that.
Rest in peace, spaceman.
My dad said Mr. Lovell had a lot to say about space and what he saw there...
I'll leave it at that.
Rest in peace, spaceman.
August 10, 2025 at 4:17 AM
My dad told me a story about having a drink with Mr Lovell at some local dive bar when this sequence was being filmed for The Man who Fell to Earth back in the 1970's.
My dad said Mr. Lovell had a lot to say about space and what he saw there...
I'll leave it at that.
Rest in peace, spaceman.
My dad said Mr. Lovell had a lot to say about space and what he saw there...
I'll leave it at that.
Rest in peace, spaceman.
Will definitely be interested in taking a look at this.
A new large language model called “RadGPT” can help patients understand their radiology reports. Learn how a team of Stanford researchers developed the model: hai.stanford.edu/news/new-lar...
New Large Language Model Helps Patients Understand Their Radiology Reports | Stanford HAI
‘RadGPT’ cuts through medical jargon to answer common patient questions.
hai.stanford.edu
July 3, 2025 at 10:11 PM
Will definitely be interested in taking a look at this.
Reposted by Eric Baumel
Reposted by Eric Baumel
Worth a watch:
Head of Signal, Meredith Whittaker, on so-called "agentic AI" and the difference between how it's described in the marketing and what access and control it would actually require to work as advertised.
Head of Signal, Meredith Whittaker, on so-called "agentic AI" and the difference between how it's described in the marketing and what access and control it would actually require to work as advertised.
June 26, 2025 at 4:28 PM
Worth a watch:
Head of Signal, Meredith Whittaker, on so-called "agentic AI" and the difference between how it's described in the marketing and what access and control it would actually require to work as advertised.
Head of Signal, Meredith Whittaker, on so-called "agentic AI" and the difference between how it's described in the marketing and what access and control it would actually require to work as advertised.
Reposted by Eric Baumel
Assessing pneumothorax size 🫁
#pulmsky
#medsky
@gbosslet.bsky.social
@kericrewsonmd.medsky.social
@kerrijohannson.bsky.social
@pulmpeeps.bsky.social
#pulmsky
#medsky
@gbosslet.bsky.social
@kericrewsonmd.medsky.social
@kerrijohannson.bsky.social
@pulmpeeps.bsky.social
June 17, 2025 at 1:29 AM
Assessing pneumothorax size 🫁
#pulmsky
#medsky
@gbosslet.bsky.social
@kericrewsonmd.medsky.social
@kerrijohannson.bsky.social
@pulmpeeps.bsky.social
#pulmsky
#medsky
@gbosslet.bsky.social
@kericrewsonmd.medsky.social
@kerrijohannson.bsky.social
@pulmpeeps.bsky.social
Reposted by Eric Baumel
If you’re building iOS apps:
Make sure to join App Store Small Business Program
They cut App Store commission down to 15% instead of 30%!
#buildinpublic #iosDev #swiftui
Make sure to join App Store Small Business Program
They cut App Store commission down to 15% instead of 30%!
#buildinpublic #iosDev #swiftui
May 24, 2025 at 7:06 AM
If you’re building iOS apps:
Make sure to join App Store Small Business Program
They cut App Store commission down to 15% instead of 30%!
#buildinpublic #iosDev #swiftui
Make sure to join App Store Small Business Program
They cut App Store commission down to 15% instead of 30%!
#buildinpublic #iosDev #swiftui
Reposted by Eric Baumel
Multilabel deep learning network to identify & quantify acute & chronic brain lesions on multisequence MRI after acute ischemic stroke https://doi.org/10.1148/ryai.240072 #ICCIR2025 #IRad #radiology
May 24, 2025 at 11:15 AM
Multilabel deep learning network to identify & quantify acute & chronic brain lesions on multisequence MRI after acute ischemic stroke https://doi.org/10.1148/ryai.240072 #ICCIR2025 #IRad #radiology
Reposted by Eric Baumel
See the potential of #LLMs for extraction of clinical data from unstructured clinical reports https://doi.org/10.1148/ryai.240551 #MachineLearning #NLP #RAG
May 8, 2025 at 11:15 AM
See the potential of #LLMs for extraction of clinical data from unstructured clinical reports https://doi.org/10.1148/ryai.240551 #MachineLearning #NLP #RAG
Very excited to share the introductory video for my new YouTube channel, Coding4Docs. Teaching the basics of computers, digital health and artificial intelligence for healthcare professionals of all levels.
No previous coding experience is required. I hope it will be fun!
youtu.be/54I_ZMan7Hw?...
No previous coding experience is required. I hope it will be fun!
youtu.be/54I_ZMan7Hw?...
Medical AI Is Everywhere - Where to Begin
YouTube video by Coding4Docs
youtu.be
May 1, 2025 at 5:11 PM
Very excited to share the introductory video for my new YouTube channel, Coding4Docs. Teaching the basics of computers, digital health and artificial intelligence for healthcare professionals of all levels.
No previous coding experience is required. I hope it will be fun!
youtu.be/54I_ZMan7Hw?...
No previous coding experience is required. I hope it will be fun!
youtu.be/54I_ZMan7Hw?...
It’s always more complicated than you thought.
- Baumel’s Law
- Baumel’s Law
April 21, 2025 at 7:00 PM
It’s always more complicated than you thought.
- Baumel’s Law
- Baumel’s Law
Reposted by Eric Baumel
As a radiologist, many keep hearing “run for the hills, the machines are coming!”
My advice is: embrace #AI, and grow the field forward.
@curtlanglotz.bsky.social said it best: “AI won’t replace a radiologist. But a radiologist with AI will replace a radiologist without AI.”
#healthxPh #medsky
My advice is: embrace #AI, and grow the field forward.
@curtlanglotz.bsky.social said it best: “AI won’t replace a radiologist. But a radiologist with AI will replace a radiologist without AI.”
#healthxPh #medsky
April 5, 2025 at 2:20 PM
As a radiologist, many keep hearing “run for the hills, the machines are coming!”
My advice is: embrace #AI, and grow the field forward.
@curtlanglotz.bsky.social said it best: “AI won’t replace a radiologist. But a radiologist with AI will replace a radiologist without AI.”
#healthxPh #medsky
My advice is: embrace #AI, and grow the field forward.
@curtlanglotz.bsky.social said it best: “AI won’t replace a radiologist. But a radiologist with AI will replace a radiologist without AI.”
#healthxPh #medsky
Reposted by Eric Baumel
Skellytour: #MachineLearning model for bone segmentation using whole-body CT images https://doi.org/10.1148/ryai.240050 #SSR25 #SSR2025 #MSKRad
March 30, 2025 at 7:15 AM
Skellytour: #MachineLearning model for bone segmentation using whole-body CT images https://doi.org/10.1148/ryai.240050 #SSR25 #SSR2025 #MSKRad
Reposted by Eric Baumel
On #IWD2025, we honor Dr. Lucy Frank Squire, a radiologist and educator who wrote “Fundamentals of Radiology,” a vital resource still used today. Although denied from a pathology program due to her gender, she became the 1st woman resident in Mass General's radiology program.
#RadiologyInfo #Radsky
#RadiologyInfo #Radsky
March 8, 2025 at 3:27 PM
On #IWD2025, we honor Dr. Lucy Frank Squire, a radiologist and educator who wrote “Fundamentals of Radiology,” a vital resource still used today. Although denied from a pathology program due to her gender, she became the 1st woman resident in Mass General's radiology program.
#RadiologyInfo #Radsky
#RadiologyInfo #Radsky
Reposted by Eric Baumel
"Bluesky is much better for science. There is much less toxicity, misinformation, and distractions."
www.nature.com/articles/d41...
www.nature.com/articles/d41...
Bluesky’s science takeover: 70% of Nature poll respondents use platform
Roughly 6,000 readers answered our poll, with many declaring that Bluesky was nicer, kinder and less antagonistic to science than X.
www.nature.com
January 25, 2025 at 11:18 AM
"Bluesky is much better for science. There is much less toxicity, misinformation, and distractions."
www.nature.com/articles/d41...
www.nature.com/articles/d41...
Reposted by Eric Baumel
A periodic reminder that if you are writing up your study developing/validating a #machinelearning clinical prediction model then make sure you are reporting all the necessary information by following the TRIPOD+AI standards 😁
www.bmj.com/content/385/...
#MLsky #StatsSky #MedSky #transparency #AI
www.bmj.com/content/385/...
#MLsky #StatsSky #MedSky #transparency #AI
January 25, 2025 at 12:16 PM
A periodic reminder that if you are writing up your study developing/validating a #machinelearning clinical prediction model then make sure you are reporting all the necessary information by following the TRIPOD+AI standards 😁
www.bmj.com/content/385/...
#MLsky #StatsSky #MedSky #transparency #AI
www.bmj.com/content/385/...
#MLsky #StatsSky #MedSky #transparency #AI
Reposted by Eric Baumel
"These results suggest that LLMs, despite high accuracy on certain tasks, lack essential capabilities for safe deployment in clinical settings, raising concerns about deceptive expertise, where systems appear knowledgeable but fail to see their own limitations." www.nature.com/articles/s41...
Large Language Models lack essential metacognition for reliable medical reasoning - Nature Communications
Large Language Models demonstrate expert-level accuracy in medical exams, supporting their potential inclusion in healthcare settings. Here, authors reveal that their metacognitive abilities are under...
www.nature.com
January 16, 2025 at 7:45 PM
"These results suggest that LLMs, despite high accuracy on certain tasks, lack essential capabilities for safe deployment in clinical settings, raising concerns about deceptive expertise, where systems appear knowledgeable but fail to see their own limitations." www.nature.com/articles/s41...
Reposted by Eric Baumel
#ThrowbackThursday – "The aim of this article is to discuss data, data creation, and the potential financial stakeholders for the development of #AI in medicine" (Aug 2022) https://buff.ly/40kvAhl
January 9, 2025 at 8:04 PM
#ThrowbackThursday – "The aim of this article is to discuss data, data creation, and the potential financial stakeholders for the development of #AI in medicine" (Aug 2022) https://buff.ly/40kvAhl
Reposted by Eric Baumel
Is looking at dementia PETs one of your PET peeves?
Main patterns
🔹AD
Nike swoosh—if you see it, just call it!
🔹DLB
Hypometabolism looks like an L. L=Lewy
🔹FTD
Ant cingulate role makes an f. f=ftd
🔹Posterior cortical atrophy
Anterior temporal sparing makes a C=pCa
🔹Vascular dementia
Wedge shaped Vs
Main patterns
🔹AD
Nike swoosh—if you see it, just call it!
🔹DLB
Hypometabolism looks like an L. L=Lewy
🔹FTD
Ant cingulate role makes an f. f=ftd
🔹Posterior cortical atrophy
Anterior temporal sparing makes a C=pCa
🔹Vascular dementia
Wedge shaped Vs
January 9, 2025 at 6:14 PM
Is looking at dementia PETs one of your PET peeves?
Main patterns
🔹AD
Nike swoosh—if you see it, just call it!
🔹DLB
Hypometabolism looks like an L. L=Lewy
🔹FTD
Ant cingulate role makes an f. f=ftd
🔹Posterior cortical atrophy
Anterior temporal sparing makes a C=pCa
🔹Vascular dementia
Wedge shaped Vs
Main patterns
🔹AD
Nike swoosh—if you see it, just call it!
🔹DLB
Hypometabolism looks like an L. L=Lewy
🔹FTD
Ant cingulate role makes an f. f=ftd
🔹Posterior cortical atrophy
Anterior temporal sparing makes a C=pCa
🔹Vascular dementia
Wedge shaped Vs