Randy C. Miles MD, MPH, FSBI

Giouroukou et al. review imaging data preparation for AI use: methods for protecting patient privacy doi.org/10.1148/ryai.2… @wacv_official @IEEEorg @ComputerSociety #WACV2026 #AI #ComputerVision

New mammography dataset with BI-RADS, breast density, machine ID, and outcome data freely available to the research community doi.org/10.1148/ryai.2… @FelipeKitamura @haritrivedimd @emoryradiology #mammogram #cancer #OncoRad

SAVE THE DATE ✅ "Statistics Bootcamp" is for radiologists of any specialty seeking a better understanding of how to use research statistics in their work. 📅 This Wednesday, Feb. 18 ⏰ 8-9 pm EST Join us (and bring questions) using the link below! youtube.com/watch?v=9TQ5TI…

There's still time to throw your hat in the ring for the #JACR Hillman Fellowship in Scholarly Publishing! Learn more and apply using the link below. Applications will be accepted through Feb. 28, 2026. acr.org/Membership/Fel…

Advance your academic radiology research with the AAR CERRAF Award. ✔️ Senior-faculty mentorship ✔️ 3-day winter retreat ✔️ Career development in clinical effectiveness research ⏰ Deadline: Jan 23, 2026 | 12 PM CT bit.ly/4sJ3cBL #AcademicRadiology #RadiologyResearch

Discover the field of radiology at the #ACRMedSymposium. We'll explore topics like matching, subspecialties and the future of radiology. bit.ly/48K5n03 @DO_Radiology @DSmethermanMD @arv_ind_dev @SaraSiddiquiMD @pslanetz @autano34 @EMiddlebrooksMD @RMilesMD @amykpatel

Amazing opportunity to learn more about scholarly publishing and what happens behind the scenes of a prominent academic journal in radiology. @JACRJournal

An interpretable self-supervised, abnormality-aware strategy for multiview mammogram analysis developed using in a retrospective cohort of 1626 patients doi.org/10.1148/ryai.2… #cancer #MachineLearning #FoundationModel

So honored to see our manuscript available for CME on @AMAEdHub! To read this manuscript and claim CME: tinyurl.com/5h4w5xzu #Breast #Imaging #Policy #Research

This evening at 5 p.m. CT! Hope you can join us! ✨

Characterizing the Impact of Training Data on Generalizability: Application in Deep Learning to Estimate Lung Nodule Malignancy Risk doi.org/10.1148/ryai.2… @ecai2024 #ECAI2025 #AI #MachineLearning

When NPs and PAs interpret imaging, short-term repeat studies were much higher vs. radiologist-interpreted exams (OR 1.35 for XR, 2.41 for US, 2.56 for MR), suggesting illusory cost savings to NPP interpretations. Nice work by @NeimanHPI team! jacr.org/article/S1546-…

Check out the latest edition of the @JACRJournal with focus on practice in community, rural, and safety net settings. I will be highlighting articles over the next couple of weeks curated by @AnandKNarayan and myself as guest editors. @DenverHealthMed jacr.org/current#

Superb article detailing how rads can & should leverage community engagement (CE) to address health disparities, including real-world examples of CE efforts led by powerhouse radiologist-scientists @farouk_dako @AnandKNarayan @EJFloresMD @RMilesMD 👏👏👏 pubs.rsna.org/doi/10.1148/rg…

From the July issue of the #JACR 📝Individual-level barriers to health care collectively contribute to delayed or missed care opportunities and poor health outcomes. 🖊️: @RMilesMD + @AnandKNarayan, guest editors. Full editorial➡️ jacr.org/article/S1546-…

Introducing the July issue of the #JACR, "Focus on Practice in Community, Rural, and Safety-Net Settings" - a critically important examination of populations most at risk of facing access-related barriers. ✒️: @RMilesMD + @AnandKNarayan Read more➡️jacr.org/issue/S1546-14…

I was so delighted to collaborate with @TomaOmofoyeMD and @RMilesMD on this original article which underscores the importance of understanding that there is not a one-size-fits all approach when it comes to diverse practice settings, whether in the United States or globally. Fortunately, there are resources, policy measures, and research practices regardless of setting that can enhance #breastcancer care. And as breast radiologists, we can play such an integral role regardless of where we practice to ensure patients are receiving the best, quality care they can given the circumstances. To learn more: jacr.org/article/S1546-…

Congratulations Dr. Thompson on the match. We are excited for you to join us in July 2026 at Denver Health as our next breast imaging fellow. Kudos to @BreastImaging for another seamless match process. #breastmatchever @BreastImaging @DenverHealthMed

Feeling the pinch of workforce shortages? Interested in starting a Breast imaging fellowship at your community program? ✨⬆️ operational efficiency ✨⬆️ recruitment efforts ✨⬆️ growth opportunities in current roles Here’s a detailed guide: 📩 doi.org/10.1093/jbi/wb…

Happy Friday JBI @X family! Meet our Editor-in-Chief of @JBI_SBI Dr. Michael Cohen, New Deputy Editor Dr. Basak Dogan and most of our Editorial team, working hard behind the scenes at #SBI2025 @BreastImaging symposium to bring you great content!