Tugba Akinci D'Antonoli

Tugba Akinci D'Antonoli

@tugbaakinci.bsky.social

Radiologist #neurorad fellow | BM EuSoMII | TEB @radiology-ai | EB #EuropeanRadiology | GCSRT '18 @harvardmed | Interested in AI, Open Science, Reproducibility #Radiology #Radsky #Medsky

668 Followers 431 Following 19 Posts Joined Oct 2023
2 months ago
Image from article in Radiology: Artificial Intelligence

A systematic review of the economics of AI in radiology https://doi.org/10.1148/ryai.250090 @tum.de @unibas.ch #AI #ML #MachineLearning

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2 months ago
Image from article in Radiology: Artificial Intelligence

New commentary discusses the economic costs of clinical AI implementation https://doi.org/10.1148/ryai.250925 #radiology #AI #ML

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3 months ago
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TotalSegmentator MRI, led by Dr. Tugba Akinci D’Antonoli, received the Alexander R. Margulis Award! This open‑source tool handles diverse MRI protocols, improves segmentation accuracy, and advances AI in imaging. https://bit.ly/3LNGDLh

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5 months ago
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🎉 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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6 months ago
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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...

‼️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

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7 months ago
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🚀 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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8 months ago
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Looking forward to presenting information about the #ROADMAP initiative at the upcoming #EuSoMII25 meeting!

eusomii-annualmeeting2025.com @myesr.bsky.social

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8 months ago
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

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9 months ago
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

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9 months ago
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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

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9 months ago
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

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9 months ago
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

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9 months ago
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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

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9 months ago
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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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9 months ago
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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.

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9 months ago
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

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10 months ago
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💻 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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11 months ago
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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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11 months ago
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…

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...

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1 year ago

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

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1 year ago

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.

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1 year ago

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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1 year ago

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

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1 year ago
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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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1 year ago
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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

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1 year ago
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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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1 year ago
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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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1 year ago
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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...

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1 year ago

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

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1 year ago
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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

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