Don't forget the May 5th deadline for applying for the Radiology: Artificial Intelligence #TEB ! 📅✨

It has been a transformative experience for me over the past year, and I've found great mentors and fantastic friends. Feel free to DM me if you have any questions about it! 💬

I make Bardia Khosravi, MD words my words. The Radiology: Artificial Intelligence #TEB will provide you with a unique experience to learn with peers, expand your network, and amplify your researcher and reviewer capabilities.

If you have any questions feel free to DM me also.

T4. ‼️ FDA-approved ≠ FDA-cleared

This is a common error I see in papers, conferences, and webinars. Most radiology AI applications are FDA-cleared, not FDA-approved.

Learn more 👉 buff.ly/43UDVHR
#RadAIchat

📅 Mark your calendar for the May 1 #RadAIchat at 8 PM ET on 'Medical #AI Regulation: A Primer & Future Directions' moderated by Merel Huisman MD PhD Tugba Akinci D'Antonoli and panelists Dania Daye, MD PhD James Hillis Woojin Kim #radiomics #AI #DL #radres RSNA Charles Kahn, MD Hesham Elhalawani

SPR Head CT Age Prediction Challenge、優勝しました！

このコミュニティコンペは頭部CTから年齢を予測するもので、開催のために多施設の大規模データセットが公開されていました。好奇心がくすぐられ参加しました。

Thanks to my friends in Brazil🇧🇷
I will share my solution soon!!

Semisupervised Learning for Generalizable Intracranial Hemorrhage Detection and Segmentation doi.org/10.1148/ryai.2… UCSF Imaging #ICH #DeepLearning #AI

📅 Mark your calendar for the May 1 #RadAIchat at 8 PM ET on 'Medical #AI Regulation: A Primer & Future Directions' moderated by Merel Huisman MD PhD Tugba Akinci D'Antonoli and panelists Dania Daye, MD PhD James Hillis Woojin Kim #radiomics #AI #DL #radres RSNA Charles Kahn, MD Hesham Elhalawani

頭部CT年齢当て
2.5D、評価指標MAE、予測が年齢などが過去コンペの復習にちょうど良かった

kaggle.com/competitions/s…

Don't miss the May 1 #RadAIchat at 8 PM ET on 'Medical #AI Regulation: A Primer & Future Directions' moderated by Merel Huisman MD PhD Tugba Akinci D'Antonoli and panelists Dania Daye, MD PhD James Hillis Woojin Kim #radiomics #AI #DL #radres RSNA Charles Kahn, MD Hesham Elhalawani

In-depth analysis of the challenges and processes of organizing medical imaging AI competitions doi.org/10.1148/ryai.2… Felipe Kitamura Jayashree Kalpathy RSNA #DeepLearning #MachineLearning #competition

I recommend only using writing automation for text that isn't meant to be read (boilerplate), or to fix style/grammar in text you've written yourself. Writing is about communicating your ideas, so if you can't bother writing something, no one should be expected to bother reading…

Check out our collection of articles on 'Mitigating Bias' from MayoAILab Brad Erickson pubs.rsna.org/page/ai/mitiga… #ML #DeepLearning #Radiomics

Impact of a Categorical #AI System for Digital Breast Tomosynthesis on Breast Cancer Interpretation by Both General Radiologists and Breast Imaging Specialists doi.org/10.1148/ryai.2… UW Radiology University of Washington School of Public Health Dana-Farber #mammo #MammoRad #DBT

As long as AI systems are trained to reproduce human-generated data (e.g. text) and have no search/planning/reasoning capability, performance will saturate below or around human level.

Furthermore, the amount of trials needed to reach that level will be far larger than the…

Honored to give today’s keynote at the UW Radiology Zachary Clark Research Symposium on mentorship, sponsorship, coaching, and the role they’ve had in my career. Thank you to dept chair Scott Reeder, friend and mentor, for the invitation. Enjoyed meeting everyone!

#AI competitions have engaged a global community to effectively address real-world medical problems doi.org/10.1148/ryai.2… Charles Kahn, MD Safwan Halabi RSNA #MachineLearning #competition #ML

Large Language Models Are Poor Medical Coders — Benchmarking of Medical Code Querying - NEJM AI

🔬 They evaluated GPT-3.5, GPT-4, Gemini Pro, and Llama2-70b Chat.
‼️ Conclusion: #LLMs are not appropriate for use in medical coding tasks

buff.ly/3UBBFDp

Today, I'll lecture Radiology Residents on techniques to fine-tune LLMs for use in medicine. Happy to be UTSW Radiology , which offers an excellent learning environment and is a great place to stay in touch with the latest AI.
UTSW Radiology Residencies Cecelia Brewington, MD, FACR Ivan Pedrosa

Explore the latest #MachineLearning research in Radiology: Artificial Intelligence

➡️ pubs.rsna.org/journal/ai

@IPMI2023 #IPMI2024 #AI #ML #DeepLearning

A special edition of Ground Truths
My effort to get solid, relevant biomedical information out there. It's all free, without ads.
Link in profile.