A systematic review of the economics of AI in radiology https://doi.org/10.1148/ryai.250090 @tum.de @unibas.ch #AI #ML #MachineLearning
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
New commentary discusses the economic costs of clinical AI implementation https://doi.org/10.1148/ryai.250925 #radiology #AI #ML
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
🎉 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
‼️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
🚀 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
🚨@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
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
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
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
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
📢 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
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
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
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...
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
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 · 2y agoChaired 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
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
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
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
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!
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
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
Guiding AI in radiology: ESR’s recommendations for effective implementation of the European AI Act - Insights into Imaging
Abstract This statement has been produced within the European Society of Radiology AI Working Group and identifies the key policies of the EU AI Act as they pertain to medical imaging. It offers…
buff.ly
🌍 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
