Flo Doo, MD
@flo_doo
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Radiologist🩻 @UMMCRadiology • Researcher #ArtificialIntelligence #AI💻 🌎 @UofMaryland Institute for Health Computing • Dir. of Innovation @UM2ii • Views=own
Baltimore, MD
Joined October 2019
Feels surreal - Thanks to mentors Dr Joshi @jjeudymd @ruthcarlosmd Dr Sapkota for supporting my @AURtweet @GEHealthCare #GERRAF grant award!🥳 +After fellowships @StanfordBodyRad @RadiologyACR, I'm proud to join @UMMCRadiology Abdominal Imaging & @UM2ii as Director for
For 30 years, GE and the Association of University Radiologists have partnered to help launch the careers of 106 radiologists through GE's @AURtweet Research #Radiology Academic Fellowship. This partnership still stands today. 📽 @MikeyKayNYC @RuthCarlosMD @GelarehSadigh
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(2/3) Elizabeth H Dibble, MD Florence Doo, MD (@flo_doo) Fiona J. Gilbert, MD Kate Hanneman, MD (@KateHanneman) Perry Pickhardt, MD, FACR Katherine Zukotynski, MD, PhD Most Effective Radiology Educator: Suzie Bash, MD (@suzie_bash) Ali Cahid Civelek, MD
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Rethinking contrast media deployment could save healthcare system billions. @JACRJournal @RadiologyACR @flo_doo @UMMCRadiology @UMmedschool
radiologybusiness.com
“By integrating ICM stewardship into clinical practice and strategic planning, radiology can take meaningful steps to leading healthcare sustainability efforts," experts write in JACR.
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"AI isn't replacing radiologists" good article Expectation: rapid progress in image recognition AI will delete radiology jobs (e.g. as famously predicted by Geoff Hinton now almost a decade ago). Reality: radiology is doing great and is growing. There are a lot of imo naive
worksinprogress.news
Radiology combines digital images, clear benchmarks, and repeatable tasks. But demand for human radiologists is ay an all-time high.
In 2016 Geoffrey Hinton said “we should stop training radiologists now" since AI would soon be better at their jobs. He was right: models have outperformed radiologists on benchmarks for ~a decade. Yet radiology jobs are at record highs, with an average salary of $520k. Why?
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#mentor @curtlanglotz @MICCAI_Society #MICCAI2025 keynote highlights: Medical #AI research is often mismatched w/ how #radiology & radiologists actually work. As someone using AI tools for patient care, there’s a lot to think about - & many fun research questions to explore!😊
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That’s a wrap on #QSI2025! ✨ Together we explored real problems and real solutions powered by AI and quality improvement strategies to overcome these challenges. Thanks to @towbinaj @ShlomitGStein @meh1rad @larson_david_b @waldchristoph @ryankleemd @flo_doo & ACR staff.
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#QSI2025 is officially underway! 🙌 Over the next 3 days, we're discovering real world solutions to address challenges experienced in all radiology practices. @ryankleemd @flo_doo @towbinaj @ShlomitGStein @meh1rad @larson_david_b @waldchristoph @MythreyiC @PaigeNiereng
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Thank you to everyone who submitted artwork for The Art of Imaging contest! Your creativity blew us away. Now, it's your turn to vote for your favorite entries to be displayed at #RSNA25. https://t.co/GEs02qbptC
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We're thrilled to announce the keynote speakers for #QSI2025: ☑️ Claude Sirlin, MD ☑️ Ryan K. Lee, MD, MBA (@ryankleemd) ☑️ Florence Doo, MD, MA (@flo_doo) Save now on registration: https://t.co/dpZDRGonMU
@towbinaj @ShlomitGStein @meh1rad @larson_david_b @waldchristoph
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I find the story of AI and radiology fascinating. Of course, Hinton's prediction was wrong* and tech advances don't automatically and straightforwardly cause job replacement — that's not the interesting part. Radiology has embraced AI enthusiastically, and the labor force is
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"There are currently 13 radiologists per 100,000 people in the U.S. Oklahoma, Mississippi, Nevada and Wyoming have 9 radiologists per 100,000 people."
diagnosticimaging.com
A new report conveys the cumulative impact of ongoing challenges with radiologist residency positions, reimbursement, post-COVID-19 attrition rates and the aging of the population upon the persistent...
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Perspective by S. Tripathi (@Satvikt_ai) et al.: Development, Evaluation, and Assessment of Large Language Models (DEAL) Checklist: A Technical Report https://t.co/nWhE6loHUo
#ArtificialIntelligence
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In some ways, the future of radiology.
The New York Times asked me for a new job that AI will create. I suggested "sin eater."
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Really important effort by our group to make #LLM research in #medicine more reproducible and reliable. Next Step: Integrating the checklist within the peer review processes and other AI governance structures! Happy to talk more!
The authors of a new Perspective report on the Development, Evaluation, and Assessment of Large Language Models (DEAL) checklist, which ensures comprehensive and consistent reporting of LLM studies. Learn more: https://t.co/nWhE6loHUo
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ICYMI - Great insights from this group! 🤝@AMAdewole- Build local infra & capacity 🌱@merelhuisman- "GreenID" hospital cert w @myESR 🌏@AosrOfficial- Collab w 24 regional societies 💡Amy King- Consider industry as innovation partners #Radiology #AI #sustainability #SIIM25
Yesterday we kicked off a great convo on #radiology #AI & #sustainability at @RadiologyACR #DSS25 Today we're going global🌎#SIIM25 (w/ leaders from Netherlands, Nigeria, Thailand & Americas)@merelhuisman @AMAdewole @AosrOfficial Drop by at 1:45 PM PT to join us! @SIIM_Tweets
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Come see our #SIIM25 talk! I’ll be presenting on the DEAL Checklist for LLM reporting in Session 4021: Applied Informatics Abstracts Fri 5/23 | 2:00 PM | Room A105 #RadiologyAI #LLM #HealthAI #MedTwitter #AIethics
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Video: Florence Doo talks radiology AI sustainability #radiology #AI @flo_doo @UofMaryland
https://t.co/QPz2VIpjon
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✅Thanks @woojinrad
@RadiologyACR & @SIIM_Tweets for the kind invitation! ✨It was true pleasure to speak on the future of #AI education in #radiology alongside brilliant minds I’m lucky to call friends ✅An inspiring & flawlessly executed ACR-SIIM summit at its best! #SIIM25
The #SIIM25 pre-conference #SIIM-ACR Data Science Summit is tomorrow! Level up your knowledge and learn about the transformative impact of #AI in radiology, from non-interpretive operations and clinical practice to regulatory frameworks and sustainable implementation. May 20 |
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Great lessons (and memes) from @howardpchen at #SIIM25 @SIIM_Tweets @RadiologyACR data science summit #YouBelongAtSIIM
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Yesterday we kicked off a great convo on #radiology #AI & #sustainability at @RadiologyACR #DSS25 Today we're going global🌎#SIIM25 (w/ leaders from Netherlands, Nigeria, Thailand & Americas)@merelhuisman @AMAdewole @AosrOfficial Drop by at 1:45 PM PT to join us! @SIIM_Tweets
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