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Tugba Akinci D'Antonoli

@tugbaakinci.bsky.social
689 followers 434 following 19 posts

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

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Reposted by Tugba Akinci D'Antonoli
Radiology: Artificial Intelligence @radiology-ai.bsky.social · 17/12/2025
A systematic review of the economics of AI in radiology doi.org/10.1148/ryai.250090 @tum.de @unibas.ch #AI #ML #MachineLearning
Image from article in Radiology: Artificial Intelligence
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Reposted by Tugba Akinci D'Antonoli
Radiology: Artificial Intelligence @radiology-ai.bsky.social · 20/12/2025
New commentary discusses the economic costs of clinical AI implementation doi.org/10.1148/ryai.250925 #radiology #AI #ML
Image from article in Radiology: Artificial Intelligence
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Radiological Society of North America @rsnasky.bsky.social · 21/11/2025
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. bit.ly/3LNGDLh
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Tugba Akinci D'Antonoli @tugbaakinci.bsky.social · 27/09/2025
🎉 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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Roberto Cannella @cannellaroberto.bsky.social · 15/08/2025
‼️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.springeropen.com
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...
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Tugba Akinci D'Antonoli @tugbaakinci.bsky.social · 13/07/2025
🚀 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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Charles Kahn @cekahn.bsky.social · 30/06/2025
Looking forward to presenting information about the #ROADMAP initiative at the upcoming #EuSoMII25 meeting! eusomii-annualmeeting2025.com @myesr.bsky.social
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Radiology: Artificial Intelligence @radiology-ai.bsky.social · 30/06/2025
🚨@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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Radiology: Artificial Intelligence @radiology-ai.bsky.social · 18/05/2025
Special report on #cybersecurity threats and mitigation strategies for #LLMs in health care doi.org/10.1148/ryai.240739 @alitejanimd.bsky.social #ASNR25 #NeuroRad #radiology
Image from article in Radiology: Artificial Intelligence
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AuntMinnie.com @auntminnie.bsky.social · 15/05/2025
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
buff.ly
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.
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Reposted by Tugba Akinci D'Antonoli
Radiology: Artificial Intelligence @radiology-ai.bsky.social · 16/05/2025
Cybersecurity Threats and Mitigation Strategies for Large Language Models in Health Care doi.org/10.1148/ryai.240739 @alitejanimd.bsky.social #ESGAR2025 #AbdRad #radiology
Image from article in Radiology: Artificial Intelligence
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Reposted by Tugba Akinci D'Antonoli
Radiology: Artificial Intelligence @radiology-ai.bsky.social · 15/05/2025
Special report on #cybersecurity threats and mitigation strategies for #LLMs in health care doi.org/10.1148/ryai.240739 @alitejanimd.bsky.social #ESGAR2025 #AbdRad #radiology
Image from article in Radiology: Artificial Intelligence
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Tugba Akinci D'Antonoli @tugbaakinci.bsky.social · 15/05/2025
📢 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
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...
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Tugba Akinci D'Antonoli @tugbaakinci.bsky.social · 15/05/2025
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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Healthcare in Europe @healthcare-europe.bsky.social · 15/05/2025
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.
dlvr.it
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.
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Reposted by Tugba Akinci D'Antonoli
Radiology: Artificial Intelligence @radiology-ai.bsky.social · 14/05/2025
Special report on #cybersecurity threats and mitigation strategies for #LLMs in health care doi.org/10.1148/ryai.240739 @alitejanimd.bsky.social #ESGAR2025 #AbdRad #radiology
Image from article in Radiology: Artificial Intelligence
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Reposted by Tugba Akinci D'Antonoli
European School of Radiology @esor-myesr.bsky.social · 30/04/2025
💻 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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Charles Kahn @cekahn.bsky.social · 10/04/2025
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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ESR Journals @esrjournals.bsky.social · 08/04/2025
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
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…
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Valentin Amrhein @vamrhein.bsky.social · 20/01/2025
New starter pack: go.bsky.app/8g64qRL
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Ali Tejani @alitejanimd.bsky.social · 01/03/2025
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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Tugba Akinci D'Antonoli @tugbaakinci.bsky.social · 01/03/2025
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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ESR Journals @esrjournals.bsky.social · 28/02/2025
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
buff.ly
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…
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Tugba Akinci D'Antonoli @tugbaakinci.bsky.social · 26/02/2025
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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Roberto Cannella @cannellaroberto.bsky.social · 20/02/2025
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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Roberto Cannella @cannellaroberto.bsky.social · 20/02/2025
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...
link.springer.com
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...
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Tugba Akinci D'Antonoli @tugbaakinci.bsky.social · 19/02/2025
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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Insights into Imaging @insightsimaging.bsky.social · 19/02/2025
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.
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Insights into Imaging @insightsimaging.bsky.social · 19/02/2025
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) 🔗 buff.ly/4b7G47B
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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…
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Tugba Akinci D'Antonoli @tugbaakinci.bsky.social · 18/02/2025
🌍 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
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Ali Tejani @alitejanimd.bsky.social · 09/02/2025
📊 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
upenn.co1.qualtrics.com
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Tugba Akinci D'Antonoli @tugbaakinci.bsky.social · 01/02/2025
📊 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
upenn.co1.qualtrics.com
Qualtrics Survey | Qualtrics Experience Management
The most powerful, simple and trusted way to gather experience data. Start your journey to experience management and try a free account today.
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Radiology: Artificial Intelligence @radiology-ai.bsky.social · 23/12/2024
Check out the @radiology-ai.bsky.social Podcasts! Hosts Paul Yi & @alitejanimd.bsky.social bring you the science and emerging applications of #AI in radiology
buff.ly
Radiology AI Podcasts | RSNA
A podcast devoted to clinical radiology and allied sciences, owned and published by the Radiological Society of North America.
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Maarten van Smeden @maartenvsmeden.bsky.social · 23/12/2024
Let us start 2025 in a positive mood: here are 10 methods things researchers can worry *less* about in 2025
media.tenor.com
a countdown clock with the number 10 in the center
ALT: a countdown clock with the number 10 in the center
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Francis Deng, MD @francisdeng.medsky.social · 15/12/2024
"Barely looking at the images purely to get on to the next case isn’t why we became doctors" @pmccoubrie.bsky.social on @auntminnie.bsky.social www.auntminnie.com/practice-man...
auntminnie.com
Moore’s Law for radiologists
In a new column, radiologist Paul McCoubrie weighs in on challenges facing radiology today.
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Tugba Akinci D'Antonoli @tugbaakinci.bsky.social · 05/12/2024
Happening now at #RSNA24! Jeopardy Tournament of Editors with @alitejanimd.bsky.social @merelhuisman.bsky.social @cekahn.bsky.social of @radiology-ai.bsky.social and @DrLindaMoy of @Radiology @rsnasky.bsky.social
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Radiological Society of North America @rsnasky.bsky.social · 04/12/2024
We are so glad the dedicated members of our 5 Trainee Editorial Boards could join us for breakfast this morning. Thank you for all you do! #RSNA24 #RadRes #RadInTraining
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Tugba Akinci D'Antonoli @tugbaakinci.bsky.social · 04/12/2024
Come and join @radiology-ai.bsky.social Fireside Chat at #RSNA24 by @alitejanimd.bsky.social @PaulYiMD featuring @cekahn.bsky.social @RadKottler @woojinrad @DrLindaMoy @mattlungrenmd.bsky.social #RadSky
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Francis Deng, MD @francisdeng.medsky.social · 03/12/2024
When it comes to salivary tumors, our job is not to predict the histologic type. But we can use MR to predict benign or malignant and help risk-stratify indeterminate or unexpected FNA results. Don’t forget to use ADC to help! @cmglastonbury.bsky.social at #RSNA24
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Gichoya @judywawira.bsky.social · 02/12/2024
#rsna2024 Day 2 highlights — all things @radiology-ai.bsky.social trainees and connecting with @merelhuisman.bsky.social in person for the first time , talking to @mattlungrenmd.bsky.social .. meeting our collaborator Dr. Aimilia #hitilab village #radsky
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Eric Topol @erictopol.bsky.social · 01/12/2024
The @rsnasky.bsky.social meeting is the largest medical meeting in the world. The radiology community is the pacesetter for medical #AI, that we can all learn from. I'm excited to give a presentation during tomorrow morning's plenary session reg.meeting.rsna.org/flow/rsna/rs... #RSNA2024
title slide of presentation
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Radiology: Artificial Intelligence @radiology-ai.bsky.social · 01/12/2024
We thank our amazing reviewers for their time and expertise. This work cloud highlights the reviewers who contribute to @radiology-ai. Thank you, peer reviewers! #RSNA2024 #radiology #AI
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Tugba Akinci D'Antonoli @tugbaakinci.bsky.social · 01/12/2024
Found my name among reviewers of @radiology-ai.bsky.social at #RSNA24! @rsnasky.bsky.social #RadSky #MedSky
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Ali Tejani @alitejanimd.bsky.social · 01/12/2024
Starting with #AI from day 1 of #RSNA24! Join us to chat about finding your path in #radiology #AI! 📍Discovery Theater ⏱️ 1:30-2:00 PM Superstar #AI lineup with, @tugbaakinci.bsky.social , @bardiakh.bsky.social, @ShahriarFaghani, @ManaMoassefi @radiology-ai.bsky.social @cekahn.bsky.social
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Dr Rasu Shrestha @rasushrestha.bsky.social · 01/12/2024
The LARGEST medical conference in the world deserves it's very own @bsky.app Starter Pack. FOLLOW ALL here to get the best insights from #RSNA24. DM me if I missed anyone. ✅ go.bsky.app/RqNV61R @rsnasky.bsky.social #RadSky #MedSky #AI
#RSNA24 Starter Pack QR code
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Ali Tejani @alitejanimd.bsky.social · 29/11/2024
Planning for #RSNA24? Tune in to our chat with @cekahn.bsky.social about what we're excited for at the meeting and on all things #radiology and #AI! Stop by and say "hi" at the @radiology-ai.bsky.social booth, too! rsnaradiologyai.libsyn.com/rsna-2024-ai... @rsnasky.bsky.social #RadSky #MedSky
rsnaradiologyai.libsyn.com
Radiology AI Podcasts | RSNA: Episode 49: RSNA 2024: AI Insights and Key Highlights
Dr. Ali Tejani and Dr. Paul Yi preview RSNA 2024 with Dr. Charles Kahn, Editor-in-Chief of Radiology AI. They discuss key highlights from the past year, including the updated CLAIM guidelines, in...
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Tugba Akinci D'Antonoli @tugbaakinci.bsky.social · 01/12/2024
🩻🤖 Join us on the first day of #RSNA24 to explore how to kickstart your path in AI radiology! #RadSky #AI 📅 Sunday, Dec 1, 1:30-2:00 PM 🧭 Discovery Theater @radiology-ai.bsky.social @rsnasky.bsky.social @bardiakh.bsky.social @alitejanimd.bsky.social @tugbaakinci.bsky.social
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Dr Rasu Shrestha @rasushrestha.bsky.social · 30/11/2024
THE #RSNA24 STARTER PACK HAS ARRIVED! The largest medical conference in the world deserves its very own Starter Pack here on #BlueSky. Follow along #RSNA24 and the amazing dialogue this week at @rsnasky.bsky.social as the world comes to Chicago! ✅ go.bsky.app/RqNV61R #RadSky #RSNA2024
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Eric Topol @erictopol.bsky.social · 30/11/2024
I'll be highlighting this and so much remarkable medical A.I. progress at the #RSNA2024 on Monday plenary reg.meeting.rsna.org/flow/rsna/rs....
reg.meeting.rsna.org
RSNA 2024 Meeting CentralRSNA 2024 110th Scientific Assembly and Annual MeetingCheck us out on FacebookCheck us out on InstagramCheck us out on XCheck us out on LinkedInCheck us out on YouTube
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Michael Moor @michaelmoor.bsky.social · 25/11/2024
Finally figured out how to create a starter pack yay 😅 go.bsky.app/SNnu3ev Just added a bunch of folks I could quickly find, far from exhaustive..
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