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Tugba Akinci D'Antonoli @tugbaakinci.bsky.social · 20d

🎉 Honored to receive the 2025 Alexander R. Margulis Award for Scientific Excellence with our @Radiology @rsnasky.bsky.social article TotalSegmentator MRI 🎉

@JakobWasserthal University Hospital Basel @unibas.ch

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Reposted by Tugba Akinci D'Antonoli

Roberto Cannella @cannellaroberto.bsky.social · Aug 15

‼️METRICS E3 is now published in
@insightsimaging.bsky.social

💡A comprehensive open-access tool including Explanation and Elaboration with Examples for METRICS

🔗 insightsimaging.springeropen.com/articles/10....

🔑To support stakeholders in evaluating the methodological aspects of radiomics studies

Explanation and Elaboration with Examples for METRICS (METRICS-E3): an initiative from the EuSoMII Radiomics Auditing Group - Insights into Imaging

Abstract Radiomics research has been hindered by inconsistent and often poor methodological quality, limiting its potential for clinical translation. To address this challenge, the METhodological Radi...

insightsimaging.springeropen.com

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Tugba Akinci D'Antonoli @tugbaakinci.bsky.social · Jul 13

🚀 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

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Reposted by Tugba Akinci D'Antonoli

Charles Kahn @cekahn.bsky.social · Jun 30

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

eusomii-annualmeeting2025.com @myesr.bsky.social

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Reposted by Tugba Akinci D'Antonoli

Radiology: Artificial Intelligence @radiology-ai.bsky.social · Jun 30

🚨@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

2024 Radiology: Artificial Intelligence Impact Factor 13.2

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Reposted by Tugba Akinci D'Antonoli

Radiology: Artificial Intelligence @radiology-ai.bsky.social · May 18

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

Image from article in Radiology: Artificial Intelligence

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Reposted by Tugba Akinci D'Antonoli

AuntMinnie.com @auntminnie.bsky.social · May 15

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

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.

buff.ly

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Reposted by Tugba Akinci D'Antonoli

Radiology: Artificial Intelligence @radiology-ai.bsky.social · May 16

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

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Reposted by Tugba Akinci D'Antonoli

Radiology: Artificial Intelligence @radiology-ai.bsky.social · May 15

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

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Tugba Akinci D'Antonoli @tugbaakinci.bsky.social · May 15

📢 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

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...

doi.org

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Tugba Akinci D'Antonoli @tugbaakinci.bsky.social · May 15

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

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Reposted by Tugba Akinci D'Antonoli

Healthcare in Europe @healthcare-europe.bsky.social · May 15

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.

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.

dlvr.it

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Reposted by Tugba Akinci D'Antonoli

Radiology: Artificial Intelligence @radiology-ai.bsky.social · May 14

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

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Reposted by Tugba Akinci D'Antonoli

European School of Radiology @esor-myesr.bsky.social · Apr 30

💻 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

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Reposted by Tugba Akinci D'Antonoli

Charles Kahn @cekahn.bsky.social · Apr 10

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

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Reposted by Tugba Akinci D'Antonoli

European Radiology @europeanradiology.bsky.social · Apr 8

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...

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…

link.springer.com

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Reposted by Tugba Akinci D'Antonoli

Valentin Amrhein @vamrhein.bsky.social · Jan 20

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

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Tugba Akinci D'Antonoli @tugbaakinci.bsky.social · Mar 8

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.

Tugba Akinci D'Antonoli @tugbaakinci.bsky.social · Mar 1

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

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Reposted by Tugba Akinci D'Antonoli

Ali Tejani @alitejanimd.bsky.social · Mar 1

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

Tugba Akinci D'Antonoli @tugbaakinci.bsky.social · Mar 1

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

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Tugba Akinci D'Antonoli @tugbaakinci.bsky.social · Mar 1

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

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Reposted by Tugba Akinci D'Antonoli

European Radiology @europeanradiology.bsky.social · Feb 28

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

<span class="text-blue-600 dark:text-sky-400">#RadSky #MedSky

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…

buff.ly

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Tugba Akinci D'Antonoli @tugbaakinci.bsky.social · Feb 26

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

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Reposted by Tugba Akinci D'Antonoli

Roberto Cannella @cannellaroberto.bsky.social · Feb 20

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!

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Reposted by Tugba Akinci D'Antonoli

Roberto Cannella @cannellaroberto.bsky.social · Feb 20

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...

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...

link.springer.com

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