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
Pinned
🎉 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
@JakobWasserthal University Hospital Basel @unibas.ch
🎉 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
@JakobWasserthal University Hospital Basel @unibas.ch
September 27, 2025 at 1:54 PM
🎉 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
@JakobWasserthal University Hospital Basel @unibas.ch
Reposted by Tugba Akinci D'Antonoli
‼️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
@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
August 15, 2025 at 10:02 AM
‼️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
@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
🚀 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
🔗 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
July 13, 2025 at 11:47 AM
🚀 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
🔗 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
Reposted by Tugba Akinci D'Antonoli
Looking forward to presenting information about the #ROADMAP initiative at the upcoming #EuSoMII25 meeting!
eusomii-annualmeeting2025.com @myesr.bsky.social
eusomii-annualmeeting2025.com @myesr.bsky.social
June 30, 2025 at 3:49 PM
Looking forward to presenting information about the #ROADMAP initiative at the upcoming #EuSoMII25 meeting!
eusomii-annualmeeting2025.com @myesr.bsky.social
eusomii-annualmeeting2025.com @myesr.bsky.social
Reposted by Tugba Akinci D'Antonoli
🚨@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
# 3⃣ of 212 journals in #Radiology #NucMed #imaging
# 9⃣ of 204 journals in #ComputerScience / #AI
pubs.rsna.org/journal/ai @rsnasky.bsky.social
June 30, 2025 at 5:21 PM
🚨@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
# 3⃣ of 212 journals in #Radiology #NucMed #imaging
# 9⃣ of 204 journals in #ComputerScience / #AI
pubs.rsna.org/journal/ai @rsnasky.bsky.social
Reposted by Tugba Akinci D'Antonoli
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
May 18, 2025 at 11:15 AM
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
Reposted by Tugba Akinci D'Antonoli
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
May 15, 2025 at 9:23 AM
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
Reposted by Tugba Akinci D'Antonoli
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
May 16, 2025 at 7:15 PM
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
Reposted by Tugba Akinci D'Antonoli
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
May 15, 2025 at 7:15 PM
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
🔗 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
May 15, 2025 at 7:12 PM
📢 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
🔗 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
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
May 15, 2025 at 6:37 PM
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
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
Reposted by Tugba Akinci D'Antonoli
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
May 15, 2025 at 10:30 AM
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.
Reposted by Tugba Akinci D'Antonoli
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
May 14, 2025 at 7:15 PM
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
Reposted by Tugba Akinci D'Antonoli
💻 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
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
April 30, 2025 at 7:02 AM
💻 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
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
Reposted by Tugba Akinci D'Antonoli
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
@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
April 10, 2025 at 3:10 PM
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
@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
Reposted by Tugba Akinci D'Antonoli
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...
🔗 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
April 8, 2025 at 7:00 AM
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...
🔗 link.springer.com/article/10.1...
Reposted by Tugba Akinci D'Antonoli
New starter pack:
go.bsky.app/8g64qRL
go.bsky.app/8g64qRL
January 20, 2025 at 10:16 AM
New starter pack:
go.bsky.app/8g64qRL
go.bsky.app/8g64qRL
Reposted by Tugba Akinci D'Antonoli
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
@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
"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
March 1, 2025 at 8:47 PM
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
@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
"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
March 1, 2025 at 5:58 PM
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
"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
Reposted by Tugba Akinci D'Antonoli
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
<a href="/hashtag/RadSky" class="hover:underline text-blue-600 dark:text-sky-400 no-card-link">#RadSky #MedSky
📍 Open Forum: Young ESR
⏰ 14:00 - 15:00 CET
🔗 buff.ly/4gZwqVM
<a href="/hashtag/RadSky" class="hover:underline text-blue-600 dark:text-sky-400 no-card-link">#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
February 28, 2025 at 1:01 PM
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
<a href="/hashtag/RadSky" class="hover:underline text-blue-600 dark:text-sky-400 no-card-link">#RadSky #MedSky
📍 Open Forum: Young ESR
⏰ 14:00 - 15:00 CET
🔗 buff.ly/4gZwqVM
<a href="/hashtag/RadSky" class="hover:underline text-blue-600 dark:text-sky-400 no-card-link">#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
📊 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
February 26, 2025 at 7:41 PM
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
📊 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
Reposted by Tugba Akinci D'Antonoli
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!
🎯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!
February 20, 2025 at 6:10 PM
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!
🎯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!
Reposted by Tugba Akinci D'Antonoli
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...
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
February 20, 2025 at 6:13 PM
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...
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...
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
Check out the paper: doi.org/10.1148/radi...
And the editorial by #FelipeKitamura : doi.org/10.1148/radi...
#JakobWasserthal #RadSky #MedSky
February 19, 2025 at 9:47 PM
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
Check out the paper: doi.org/10.1148/radi...
And the editorial by #FelipeKitamura : doi.org/10.1148/radi...
#JakobWasserthal #RadSky #MedSky
Reposted by Tugba Akinci D'Antonoli
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.
February 19, 2025 at 1:00 PM
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.