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Grow professionally with #SIIM Membership!
✔️ Expand your skills with exclusive education
✔️ Learn from thought leaders through webinars & journals
✔️ Save on conferences like #CAIMI25 & #SIIM26

🔗 Join or renew by Dec 13: vist.ly/4iasv
#YouBelongatSIIM

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#SIIM members are #ImagingInformatics stars! Join or renew your membership to access benefits like:
⭐️Savings on education & #SIIMTraining
⭐️Free webinars
⭐️Discounted #CAIMI25 & #SIIM26
⭐️Free access to #TheJIIM
⭐️Exclusive networking

Join or renew now: vist.ly/4evj2
#YouBelongatSIIM

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#SIIM connects you with the global #MedicalImaging community:
👥 Peer-to-peer networking & mentorship
🤝 Expert collaborations & discussions
🎉 Member discounts for #CAIMI25 & #SIIM26

Join or renew now to unlock these connections & extra savings! vist.ly/4efw3
#YouBelongatSIIM

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Grow professionally with #SIIM Membership!
✔️ Expand your skills with exclusive education
✔️ Learn from thought leaders through webinars & journals
✔️ Save on SIIM #CAIMI25 & #SIIM26

🔗 Join or renew for 2026: vist.ly/4dpxt
#YouBelongatSIIM

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#SIIM connects you with the global #MedicalImaging community:
👥 Peer-to-peer networking & mentorship
🤝 Expert collaborations & discussions
🎉 Member discounts for #CAIMI25 & #SIIM26

Join or renew now to unlock these connections & extra savings!
vist.ly/4bcx7
#YouBelongatSIIM

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Image from article in Radiology: Artificial Intelligence

Image from article in Radiology: Artificial Intelligence

Can one train an #AI model for #LungNodule malignancy risk with only 20% of the training data? https://doi.org/10.1148/ryai.240636 #CAIMI25 #AI #MachineLearning #radiology

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Image from article in Radiology: Artificial Intelligence

Image from article in Radiology: Artificial Intelligence

Automated Deep Learning-based Segmentation of the Dentate Nucleus Using Quantitative Susceptibility Mapping MRI https://doi.org/10.1148/ryai.240478 #CAIMI25 #AI #MachineLearning #radiology

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Image from article in Radiology: Artificial Intelligence

Image from article in Radiology: Artificial Intelligence

MammosighTR: Nationwide Breast Cancer Screening Mammogram Dataset with BI-RADS Annotations for Artificial Intelligence Applications https://doi.org/10.1148/ryai.240841 #CAIMI25 #AI #MachineLearning #radiology

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Image from article in Radiology: Artificial Intelligence

Image from article in Radiology: Artificial Intelligence

Federated learning framework across multiple clients for #MRI prostate cancer detection https://doi.org/10.1148/ryai.240485 @rug.nl @nkinl.bsky.social #CAIMI25 #AI #MachineLearning #radiology

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Image from article in Radiology: Artificial Intelligence

Image from article in Radiology: Artificial Intelligence

How Much Training Data Does AI Need? https://doi.org/10.1148/ryai.250685 #CAIMI25 #AI #MachineLearning #radiology

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Image from article in Radiology: Artificial Intelligence

Image from article in Radiology: Artificial Intelligence

Multicenter Validation of Automated Segmentation and Composition Analysis of Lumbar Paraspinal Muscles Using Multisequence MRI https://doi.org/10.1148/ryai.240833 @griffith.edu.au‬ #CAIMI25 #AI #MachineLearning #radiology

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Image from article in Radiology: Artificial Intelligence

Image from article in Radiology: Artificial Intelligence

Technical feasibility of implementing homomorphic encryption in #DL models for privacy-preserving CT image analysis of renal masses https://doi.org/10.1148/ryai.240798 #CAIMI25 #AI #MachineLearning #radiology

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Video

Khan Siddiqui, MD, opened #SIIM #CAIMI25 this morning with an incredible keynote on "When Pixels Speak: Foundation Models for True Imaging Intelligence in Medicine" — the opportunities are massive, but so are the challenges. If you missed it, take a peek in this video!

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Image from article in Radiology: Artificial Intelligence

Image from article in Radiology: Artificial Intelligence

Prediction of Early Neoadjuvant Chemotherapy Response of Breast Cancer through Deep Learning-based Pharmacokinetic Quantification of DCE MRI https://doi.org/10.1148/ryai.240769 #CAIMI25 #AI #MachineLearning #radiology

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Image from article in Radiology: Artificial Intelligence

Image from article in Radiology: Artificial Intelligence

State-of-the-art performance in automated dentate nucleus segmentation from in-vivo MRI https://doi.org/10.1148/ryai.240478 #CAIMI25 #AI #MachineLearning #radiology

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Image from article in Radiology: Artificial Intelligence

Image from article in Radiology: Artificial Intelligence

Generative #AI model predicted functional small airway disease (sensitivity 86.3%; AUC 0.86) https://doi.org/10.1148/ryai.240680 #CAIMI25 #AI #MachineLearning #radiology

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Image from article in Radiology: Artificial Intelligence

Image from article in Radiology: Artificial Intelligence

Novel #AI system addresses perceptual errors in radiology through multimodal analysis of gaze and interaction data https://doi.org/10.1148/ryai.240277 @uh.edu #CAIMI25 #AI #MachineLearning #radiology

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Join the opening keynote at SIIM’s #AI Conference to hear ‪@ksiddiqui.bsky.social‬ unpack:
+ The evolution & future of foundation models in imaging
+ A rare non-product demo of these models
+ His journey from radiologist to tech CEO

#SIIM #CAIMI25 | Oct 20-21 | UC Irvine
vist.ly/4amy4

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The innovation hub awaits your arrival next week! Explore dozens of research posters at #SIIM #CAIMI25 featuring:
+ Novel AI algorithms
+ Clinical validation studies
+ Workflow optimization solutions
+ Emerging technologies

Oct 20-21 | UC Irvine Beall Applied Innovation Center
vist.ly/4aifm

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Want to break into Radiology AI Research?💡Get answers to your career questions next week at #SIIM #CAIMI25!
✅ Balancing clinical duties with research development
✅ Finding mentorship and multidisciplinary collaborators
✅ Navigating publishing and overcoming research challenges

vist.ly/4a9bw

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#SIIM #CAIMI25 Closing Keynote: a decade of breakthroughs, surprises & lessons in #ImagingAI.
Join Drs. Brad Erickson + Eliot Siegel as they revisit their famous 2016 debate + look ahead at what’s next and make sure you're future-ready!

Oct 20-21 | UC Irvine
vist.ly/49uuj

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Grow professionally with #SIIM Membership!
✔️ Expand your skills with exclusive, discounted education
✔️ Learn from thought leaders through webinars & journals
✔️ Save on #CAIMI25 & #SIIM26

🔗 Join or renew by Dec 13: vist.ly/49uiq
#YouBelongatSIIM

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Discover how #AI competitions drive medical breakthroughs with Tara Retson, MD, & Jeff Rudie, MD, PhD, at #SIIM #CAIMI25
🎯 Actionable clinical challenges
📊 Multi-institutional datasets
⚖️ Fair evaluation metrics
🚀 Translating winning algorithms to clinical practice

vist.ly/496pf

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📈 From pixels to insights... #SIIM #CAIMI25 poster presentations visualize the latest breakthroughs in #MedicalImaging AI. Explore innovative research, chat with authors, & learn how #AI is transforming radiology and beyond!

📅 Oct 20-21 | 📍 UC Irvine
vist.ly/482a4

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@ksiddiqui.bsky.social‬, Executive Chairman & Chief Executive Officer of HOPPR, will kick off #SIIM #CAIMI25 with a powerful opening keynote:
"When Pixels Speak: Foundation Models for True Imaging Intelligence in Medicine"

Oct 20-21 | UC Irvine
vist.ly/48q89

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Join us at #SIIM #CAIMI25 for crucial research on:
+ Bias in chest X-ray foundation models
+ Long-term AI performance tracking
+ Clinical utility evaluation
+ Demographic disparities

Oct 20 | 10:45 AM PT | @UCIrvine
Learn more: vist.ly/48iyk

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🚀 Foundation Models are revolutionizing #MedicalImaging
#SIIM #CAIMI25 features cutting-edge research on benchmarking & real-world applications. Find out how foundation models stack up!

Oct 20 | 9AM PT | @UCIrvine
vist.ly/489q3

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Each poster session at #SIIM #CAIMI25 features opportunities to:
+ Connect with researchers
+ Discuss methodologies
+ Explore collaboration possibilities
+ Discover early innovations

🏆 Top 3 posters will be recognized!
📅 Oct 20-21 | 📍 UC Irvine
vist.ly/47z3i

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🚨 Closing Keynote @ #SIIM #CAIMI25 🚨
10 Years in Focus: Imaging AI Then, Now, and Next with OGs Dr. Brad Erickson + Dr. Eliot Siegel.
From the legendary “Will AI Replace Radiologists?” debate → to the future of radiology AI.
Don’t miss it!

Oct 20-21 | UC Irvine
vist.ly/47tey

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🚨 TODAY is the LAST DAY to SAVE with Early Registration! 🚨
At #SIIM #CAIMI25, you can dive into the latest developments & breakthroughs in #AI applications and network with industry thought leaders & peers!

Oct 20-21 | Irvine, CA
Early Registration closes Sep 22
vist.ly/47p3f

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