Tugba Akinci D'Antonoli

🚀 Foundation Models for Radiology: A New Era Begins!

🔗 Read our new open access review article: lnkd.in/eqiG4BTq

@cxbln.bsky.social @renatocuocolo @Klonmich @A_PonsiglioneMD and Burak Kocak

@EuSoMII #Radiology #AI #FoundationModels #MedicalImaging

Looking forward to presenting information about the #ROADMAP initiative at the upcoming #EuSoMII25 meeting!

eusomii-annualmeeting2025.com @myesr.bsky.social

2024 Radiology: Artificial Intelligence Impact Factor 13.2

🚨@radiology-ai.bsky.social Impact Factor = 💠13.2💠

# 3⃣ of 212 journals in #Radiology #NucMed #imaging
# 9⃣ of 204 journals in #ComputerScience / #AI

pubs.rsna.org/journal/ai @rsnasky.bsky.social

Image from article in Radiology: Artificial Intelligence

Special report on #cybersecurity threats and mitigation strategies for #LLMs in health care https://doi.org/10.1148/ryai.240739 @alitejanimd.bsky.social #ASNR25 #NeuroRad #radiology

Report highlights LLM cybersecurity threats The use of LLMs in radiology and healthcare as a whole is expanding, making it crucial to start understanding their potential vulnerabilities.

Large language models (LLMs) are vulnerable to cybersecurity threats, putting security at the fore, according to a report by Swiss experts published in @radiology-ai.bsky.social. #radiology #health #AI

Image from article in Radiology: Artificial Intelligence

Cybersecurity Threats and Mitigation Strategies for Large Language Models in Health Care https://doi.org/10.1148/ryai.240739 @alitejanimd.bsky.social #ESGAR2025 #AbdRad #radiology

Image from article in Radiology: Artificial Intelligence

Special report on #cybersecurity threats and mitigation strategies for #LLMs in health care https://doi.org/10.1148/ryai.240739 @alitejanimd.bsky.social #ESGAR2025 #AbdRad #radiology

Cybersecurity Threats and Mitigation Strategies for Large Language Models in Health Care | Radiology: Artificial Intelligence “Just Accepted” papers have undergone full peer review and have been accepted for publication in Radiology: Artificial Intelligence. This article will undergo copyediting, layout, and p...

📢 Check out our new article on cybersecurity threats posed by LLMs @radiology-ai.bsky.social

🔗 doi.org/10.1148/ryai...

@judywawira.bsky.social @alitejanimd.bsky.social @shahriarfaghani.bsky.social @bardiakh.bsky.social @cxbln.bsky.social @kbressem.bsky.social @felixbusch.bsky.social @Lisa @Mana

Delighted to receive the Editor's Recognition Award with special distinction for @radiology-ai.bsky.social
Special thanks to @cekahn.bsky.social @judywawira.bsky.social @merelhuisman.bsky.social @KMagudia and @radrudie.bsky.social
Congratulations to all my fellow TEB members who were also awarded

Experts highlight LLM cybersecurity threats in radiology In a new special report, researchers address the cybersecurity challenges of large language models (LLMs) and the importance of implementing security measures to prevent LLMs from being used maliciously in the health care system.

Integration of #LLM technology in #healthcare is expected to expand rapidly. Now, researchers led by @tugbaakinci.bsky.social from 🇨🇭 @unibas.ch point out potential #cybersecurity vulnerabilities in #radiology. Their insights are published in @radiology-ai.bsky.social.

Image from article in Radiology: Artificial Intelligence

Special report on #cybersecurity threats and mitigation strategies for #LLMs in health care https://doi.org/10.1148/ryai.240739 @alitejanimd.bsky.social #ESGAR2025 #AbdRad #radiology

💻 Want to brush up on your data handling? Afraid of LLMs? 💻

One week to go until the Foundation Course in Medical Imaging Informatics... don't miss out! Register now at buff.ly/3CDR3sr

#radiology #onlineeducation #ai

It's time to apply! We welcome applications for the
@Radiology_AI Trainee Editorial Board from #radiology residents + fellows and from PhD students + postdocs in #AI related disciplines

➡️ rsna.org/education/tr...

#MachineLearning #RadRes #DataScientist @rsnasky.bsky.social

A #EuropeanRadiology study on the METRICS #radiomics score found that intra-rater reliability was generally good, but inter-rater reliability was low, even with training. (@tugbaakinci.bsky.social et al.)

🔗 link.springer.com/article/10.1...

New starter pack:
go.bsky.app/8g64qRL

Could the lower performance of MD+AI be due to the learning curve associated with these technologies? Since the studies provide only a snapshot of performance, it would be more appropriate to allow MDs time to adapt. Performance may improve over time or become more evident in a longitudinal study.

Your talk was one of the highlights of my #ECR2025! Hope you will come back next year and we can keep learning from you!

One of my highlights at #ECR2025 has been watching @tugbaakinci.bsky.social and @merelhuisman.bsky.social lead discussions on important #AI topics all week! Wonderful insights and education for #radiology #AI, including for those of us across the pond!

@myesr.bsky.social

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

How to use ChatGPT for academic and administrative tasks Stay connected with the latest advancements and developments in radiology with ESR Connect - the ultimate streaming platform for imaging professionals. Watch cutting-edge science and advance your…

Join Martina Pecoraro, @tugbaakinci.bsky.social , Andreas Stefan Brendlin, @cxbln.bsky.social , & Ghizlane Lembarki for this informative session!

📍 Open Forum: Young ESR
⏰ 14:00 - 15:00 CET

🔗 buff.ly/4gZwqVM

#RadSky #MedSky

Had a great first day of #ECR2025!

📊 Room was packed for Part 1 of our Statistics Workshop, where we delved into the basics of statistics

📊 Don't miss Part 2 this Friday for practical exercises!

@europeanradiology.bsky.social @myesr.bsky.social @pintodrad.bsky.social @mrifranz.bsky.social

Just published in @europeanradiology.bsky.social and endorsed by EuSoMII

🎯The intra-rater reliability of the METRICS was relatively good, while the inter-rater reliability was relatively low.

📌This highlights the need for further efforts to achieve a common understanding of METRICS items!

Reproducibility of methodological radiomics score (METRICS): an intra- and inter-rater reliability study endorsed by EuSoMII - European Radiology Objectives To investigate the intra- and inter-rater reliability of the total methodological radiomics score (METRICS) and its items through a multi-reader analysis. Materials and methods A total of 1...

With @tugbaakinci.bsky.social @rcuocolo.bsky.social

There is a need for further resources offering explanations, elaborations, and examples to enhance the usability and robustness of METRICS.

link.springer.com/article/10.1...

Happy to hear that! Thank you for featuring the TotalSegmentator MRI!

Thrilled to announce that TotalSegmentator MRI has been published in Radiology @rsnasky.bsky.social

Check out the paper: doi.org/10.1148/radi...
And the editorial by #FelipeKitamura : doi.org/10.1148/radi...

#JakobWasserthal #RadSky #MedSky

In this brand-new #InsightsIntoImaging statement, the @myesr.bsky.social #AI Working Group outlines key recommendations for the EU AI Act in medical imaging, addressing areas including AI literacy, data governance, transparency, and more.

Their statement supports safe, impactful AI integration for better patient care in Europe. (Elmar Kotter et al., @tugbaakinci.bsky.social, @rcuocolo.bsky.social, @pintodrad.bsky.social)

🔗 https://buff.ly/4b7G47B

🌍 Join me at #ECR2025! 🌎

🔹 Hands-On Statistics Workshop with @pintodrad.bsky.social @mrifranz.bsky.social

🔹🔹 Standardisation and reporting in AI research

🔹🔹🔹 How to use ChatGPT in radiology with @cxbln.bsky.social

#ECR25 #RadSky #MedSky #AI @europeanradiology.bsky.social @myesr.bsky.social

📊 We're gauging AI maturity in radiology! 📊

📝 Take the survey: upenn.co1.qualtrics.com/jfe/form/SV_...

Please share!

#MedicalInformatics #AIinHealthcare #AIMaturity #AIinRadiology #RadiologyInnovation
@asset25.bsky.social @tugbaakinci.bsky.social @merelhuisman.bsky.social @siim.org

📊 We're gauging AI maturity in radiology! 📊

📝 Take the survey: upenn.co1.qualtrics.com/jfe/form/SV_... 

Please share!

#MedicalInformatics #AIinHealthcare #AIMaturity #AIinRadiology #RadiologyInnovation @alitejanimd.bsky.social @merelhuisman.bsky.social @asset25.bsky.social @siim.org