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That's a wrap on #ACEP25! We had a wonderful time connecting with friends and colleagues in Salt Lake City this week. We're grateful each day to be part of our amazing Emergency Medicine community, working to build a better future for all.

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Image from article in Radiology: Artificial Intelligence

Image from article in Radiology: Artificial Intelligence

Mirai implicitly learned to identify mammographic lesion features, particularly calcifications, for lesion detection and risk prediction https://doi.org/10.1148/ryai.240417 #ACEP25 #EmergMed #EMRad #radiology

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Image from article in Radiology: Artificial Intelligence

Image from article in Radiology: Artificial Intelligence

Liver Imaging Feature Transformer model for classification of focal lesions on multiparametric #MRI https://doi.org/10.1148/ryai.240531 #ACEP25 #EmergMed #EMRad #radiology

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ACEP is pleased to announce its 2025-2026 Board of Directors and Council Officers, as voted by the ACEP Council, during #ACEP25 in SLC. Congratulations and cheers to a great year ahead! ๐Ÿ‘
https://bit.ly/4m84BgE

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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 #ACEP25 #EmergMed #EMRad #radiology

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Good morning from Ensign Peak!
#ACEP25 @acepnation.bsky.social

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Image from article in Radiology: Artificial Intelligence

Image from article in Radiology: Artificial Intelligence

AI system generates high-quality #breast ultrasound reports approaching the diagnostic level of radiologists https://doi.org/10.1148/ryai.240625 #ACEP25 #EmergMed #EMRad #radiology

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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 #ACEP25 #EmergMed #EMRad #radiology

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Image from article in Radiology: Artificial Intelligence

Image from article in Radiology: Artificial Intelligence

MR-Transformer predicts knee osteoarthritis progression to joint replacement using MRI https://doi.org/10.1148/ryai.240373 @cem.bsky.social @cai2r.net #ACEP25 #EmergMed #EMRad #radiology

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Image from article in Radiology: Artificial Intelligence

Image from article in Radiology: Artificial Intelligence

#CoRaX is an #AI system that acts as an expert supervisor https://doi.org/10.1148/ryai.250575 #ACEP25 #EmergMed #EMRad #radiology

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Congratulations to PGY-1 David Gordon on earning Best Pitch in Show for his DOVE Device Pitch during the innovation forum at #acep25 ! ๐Ÿ†๐Ÿ‘

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KGL's Megan Turcotte, CAE was honored to catch up with fellow RI Medical Society alum and @acepnation.bsky.social incoming president, Dr. Tony Cirillo today at #ACEP25. If you didn't get a chance to meet Megan and learn how KGL can support the your ACEP chapter, reach out to info@am.kwglobal.com.

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Image from article in Radiology: Artificial Intelligence

Image from article in Radiology: Artificial Intelligence

#RadioRAG shows potential to improve LLM accuracy in radiology question answering by integrating real-time domain-specific data https://doi.org/10.1148/ryai.240476 @tayebiarasteh.bsky.social #ACEP25 #EmergMed #EMRad #radiology

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Good morning from Ensign Peak!
#ACEP25 @acepnation.bsky.social

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Image from article in Radiology: Artificial Intelligence

Image from article in Radiology: Artificial Intelligence

Mirai implicitly learned to identify mammographic lesion features, particularly calcifications, for lesion detection and risk prediction https://doi.org/10.1148/ryai.240417 #ACEP25 #EmergMed #EMRad #radiology

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Image from article in Radiology: Artificial Intelligence

Image from article in Radiology: Artificial Intelligence

Development of Privacy-preserving #DeepLearning Model with Homomorphic Encryption: A Technical Feasibility Study in Kidney CT Imaging https://doi.org/10.1148/ryai.240798 #ACEP25 #EmergMed #EMRad #radiology

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Duke Emergency Medicine at #ACEP25 @acepnation.bsky.social

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Image from article in Radiology: Artificial Intelligence

Image from article in Radiology: Artificial Intelligence

MR-Transformer predicts knee osteoarthritis progression to joint replacement using MRI https://doi.org/10.1148/ryai.240373 @cem.bsky.social @cai2r.net #ACEP25 #EmergMed #EMRad #radiology

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Excited to kick things off at #ACEP25 in Salt Lake City. Exchanging knowledge, showcasing our research, and shaping the future of emergency medicineโ€”together! #YaleEM

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Image from article in Radiology: Artificial Intelligence

Image from article in Radiology: Artificial Intelligence

CoRaX is a collaborative intelligence tool that enhances diagnostic accuracy by functioning as a second-look system https://doi.org/10.1148/ryai.250575 #ACEP25 #EmergMed #EMRad #radiology

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Duke EM using Machine Learning to predict waiting room volumes.
#ACEP25 @acepnation.bsky.social

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What better way to unwind than with the #ACEP25 Therapy Dogs! ๐Ÿถ๐Ÿพ These sweet pups are sponsored by Team Health and will be in the Exhibit Hall today and tomorrow from 11-12:30pm ๐Ÿ• Come meet the pups and soak up the cuteness! โ˜บ๏ธ

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Welcome. to Day 2 of #ACEP25! KGL Executive Director of #AssociationManagement, Megan Turcotte, CAE looks forward to meeting you at booth 222 to discuss how we can future-proof your state or local ACEP chapter. And be sure to enter our $150 Amazon gift card giveaway!

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Image from article in Radiology: Artificial Intelligence

Image from article in Radiology: Artificial Intelligence

RadioRAG: Online Retrieval-augmented Generation for Radiology Question Answering https://doi.org/10.1148/ryai.240476 @tayebiarasteh.bsky.social #ACEP25 #EmergMed #EMRad #radiology

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Image from article in Radiology: Artificial Intelligence

Image from article in Radiology: Artificial Intelligence

Model uses a single inspiratory chest CT scan to generate parametric response maps & predict functional small airway disease https://doi.org/10.1148/ryai.240680 #ACEP25 #EmergMed #EMRad #radiology

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Image from article in Radiology: Artificial Intelligence

Image from article in Radiology: Artificial Intelligence

#Mirai model uses lesion features on #mammograms for lesion detection and #breast cancer risk prediction. https://doi.org/10.1148/ryai.240417 #ACEP25 #EmergMed #EMRad #radiology

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Image from article in Radiology: Artificial Intelligence

Image from article in Radiology: Artificial Intelligence

#CoRaX demonstrated potential to aid radiologists in detecting abnormalities on CXRs by identifying & correcting perceptual errors https://doi.org/10.1148/ryai.240277 @uh.edu #ACEP25 #EmergMed #EMRad #radiology

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#acepnation thank you for coming to the #ACEP25 Section Hall Crawl tonight! ๐ŸŽ‰ This is where conversations turn into community, and we love to see you connect, network, and grow together. ๐Ÿ‘ Cheers to YOU! ๐Ÿฅ‚ Ready for ACEP25 day 2?? ๐Ÿ‘€

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#ACEP25

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@acepnation.bsky.social #ACEP25 I. Salt Lake City!

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