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Mayo Clinic Artificial Intelligence(AI) Laboratory @MayoRadiology Lab Director: Bradley J. Erickson, MD, PhD (@Slowvak)

Mayo Clinic, Rochester, MN, US
Joined June 2022
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@MayoAILab
MayoAILab
3 years
We are excited to let you know that our lab is developing an educational website to help you learn how to apply deep learning methods to medical images. An electronic textbook combined with actual code to learn about #Deep_Learning!.#MIDeL_Book.
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@MayoAILab
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RT @Radiology_AI: Check out our collection of articles on "Mitigating Bias" from @MayoAILab @Slowvak #ML #MachineLe….
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@MayoAILab
MayoAILab
8 days
Big thanks to our lab alum Kenneth Phillbrick for hosting us at Google Rochester!🌟We got a behind-the-scenes look at Google Research’s AI for Health efforts. Grateful for the insights, stories, generous exchange of ideas and delicious pizza🧠🍕
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@MayoAILab
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RT @radiology_rsna: Recent advances in compact, portable MRI and high-performance gradient inserts promise to increase accessibility to MRI….
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@MayoAILab
MayoAILab
1 month
RT @Radiology_AI: Check out our collection of articles on "Mitigating Bias" from @MayoAILab @Slowvak #DeepLearning….
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@MayoAILab
MayoAILab
2 months
Heading back from #SIIM25 with two scientific awards in hand!.Huge congrats to David and Bardia - you made us proud!.Big thanks to the @SIIM_Tweets family for such an inspiring and unforgettable meeting!.🏆✨
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@MayoAILab
MayoAILab
2 months
RT @sahikaAi: My first SIIM recap:.Presented, connected, and had deep talks with inspiring minds working toward the same mission. To all t….
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@MayoAILab
MayoAILab
2 months
SIIM25 Annual Meeting kicked off with a fantastic keynote by @RohiniKos !.Mayo AI Lab is here and ready to connect! 🤘 Find us at posters, booths, sessions, and all around the venue. Let’s meet and talk the future of imaging AI! ✨🦾.#SIIM25 @SIIM_Tweets.
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@MayoAILab
MayoAILab
2 months
RT @EliMahMD: 🚀Our latest paper is now published in the Journal of the American Medical Informatics Association (#JAMIA)!.🧠We shared comple….
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2 months
RT @ManaMSF94: 📄 Our new study published in Journal of Imaging Informatics in Medicine:. A cross-institutional evaluation of #LLMs for #rad….
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@MayoAILab
MayoAILab
2 months
Small but critical structures like aneurysms or tumors are often missed due to class imbalance. 🎯 Focal Loss addresses this by down-weighting easy pixels and amplifying the learning signal on uncertain, hard-to-classify regions. The results? See for yourself in the notebook 👇
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@MayoAILab
MayoAILab
2 months
🚨Hands-on alert: a new MIDeL chapter is out!. Learn how Focal Loss boosts medical image segmentation - especially for small, hard-to-spot structures. ✍️By @SahikaAi. 🔗  #MedicalImaging #AI4M #DeepLearning #FocalLoss.
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@MayoAILab
MayoAILab
3 months
Meet the faces behind the code! 🎊.From research discussions to model debugging and breakthrough moments, here’s the Mayo AI-Lab team that working at the intersection of medicine 🩻 and AI 🦾
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@MayoAILab
MayoAILab
3 months
RT @PRouzrokh: Excited to share our new review on #GenerativeAI in Medicine!. This thorough (20-page) guide is written for all medical prof….
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@MayoAILab
MayoAILab
3 months
🥳Congratulations to our💫research fellow @ManaMSF94 on her outstanding achievement of matching to Mayo Clinic Radiology. @MayoMN_RadRes @MayoRadiology.
@ManaMSF94
ManaMoassefi
4 months
One of the happiest day of my life! I matched in #Radiology and prelim surgery at @MayoClinic. I am extremely excited about this new chapter and eternally grateful to everyone who has supported me throughout this journey!.@MayoMN_RadRes .@MayoRadiology #Match2025
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@MayoAILab
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4 months
RT @MayoRadiology: 📢 New research from @MayoAILab! Dr. Erickson & team have developed a deep learning model that detects early-stage perihi….
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@MayoAILab
MayoAILab
4 months
RT @EliMahMD: 🌟I’ll be presenting 3 of our works @MayoAILab at #ACC25 over the next two days! LLMs, segmentation and ML CVD risk prediction….
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@MayoAILab
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5 months
RT @PRouzrokh: 📚 Systematic reviews are tedious, often requiring days if not weeks of literature digging by experts. ☕️Today, I'm thrilled….
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RT @EliMahMD: ❓Curious if open-source LLMs can generate/validate large clinical datasets?.❓Which LLM is good enough?.❓Fine-tuning🆚prompt op….
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@MayoAILab
MayoAILab
6 months
RT @ManaMSF94: I’m excited to share our recent paper published in @TheAJNR on glioblastoma and tumefactive demyelinating lesions of the bra….
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@MayoAILab
MayoAILab
8 months
RT @MayoRadiology: We are back for Day 3 of #RSNA24! Stop by Booth 6700, North Hall, to say hi, learn about what we do, explore career and….
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