My favorite part of #ASNR this year!☺️

Really insightful collection of articles from MayoAILab for developing #MachineLearning #AI for #Radiology . But how can we ensure safe deployment during test time when we don't have ground truth? We try to answer this in our new paper arxiv.org/abs/2404.15274!

🎨Sneaking creativity into a busy day? Totally enriching!

Painting has taught me the immense value of patience and presence. Each stroke and splash isn’t just art(in my case not at all)😄—it’s a moment of mindfulness. #Mindfulness #art

Stress testing on an award-winning #DeepLearning model for bone age doi.org/10.1148/ryai.2… Shahriar Faghani MD MayoAILab Brad Erickson #MSKRad #robustness #MachineLearning

At the core of RadRotator is a conditional #diffusion model trained on >15 million pairs of Digitally Reconstructed Radiographs (DRRs) derived from 5,000 CT volumes. This extensive training enables the model to rotate an input XR according to a specified 3D transformation.
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Excited to share the technical report for RadRotator, our latest #GenerativeAI tool, which enables the rotation of radiographs in 3D space💫

✅Technical Report:
🔗arxiv.org/abs/2404.13000

✅Website:
🔗pouriarouzrokh.github.io/RadRotator

✅Online Demo:
🔗huggingface.co/spaces/Pouriar…

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🥁 Thrilled to share our work titled `RadRotator`, a #Diffusion model for rotating radiographs in 3D space with maximal user control! 🩻

Last year we released `Mediffusion`, the backbone of our #GenerativeAI work!

Check it out to train your own👇🏻

github.com/BardiaKh/Medif…

In our recent publication, we explored how adding heterogeneity in the training set helps #glioblastoma tumor #segmentation generalization!

mcpdigitalhealth.org/article/S2949-…

Thanks to Shahriar Faghani MD and Gian Marco Conte and special thanks to my amazing mentor Brad Erickson!

Insightful article shared by Erin Simon Schwartz, MD, FACR Children's Hospital I have not been involved in this research area, but am grateful to have advocates from our leadership! Professional Experiences and Career Trajectories of Women Clinician-Scientists jamanetwork.com/journals/jaman…

Bone Age Prediction under Stress doi.org/10.1148/ryai.2… Shahriar Faghani MD MayoAILab Brad Erickson #PedsRad #robustness #MachineLearning

Enjoyed today's Mayo Research Fellows’ Association (MRFA) poster presentation very much! Ckecked out other great projects happening at Mayo Clinic!

Mixing #Al with #endometriosis research is something I am truly passionate about!🤩

Special thanks, Brad Erickson and Wendaline VanBuren for your great support!
MayoAILab

Shahriar Faghani MD @slowvak highlight the need for meticulous stress testing of #DeepLearning models for medical imaging doi.org/10.1148/ryai.2… MayoAILab #robustness #ML #MachineLearning

Commentary on a study testing the robustness of #DeepLearning model to estimate bone age doi.org/10.1148/ryai.2… Shahriar Faghani MD MayoAILab Brad Erickson #MSKRad #PedsRad #MachineLearning

Amazing #endometriosis DFP meeting Society of Abdominal Radiology | SAR #SAR24 !!! The future is bright with these bright minds! 50 members strong now!!!🥳🎉Sherry Wang MBBS FRANZCR FSAR Pamela Causa Andrieu, MD Mayo Clinic Radiology Luyao Shen, MD

You can also follow this 🧵 by Shahriar Faghani MD to learn more about our work, as well as a brief introduction to #LLMs , #RAG , and uncertainty quantification with #conformalprediction .

x.com/ShahriarFaghan…

Advancing Precision Medicine: Algebraic Topology and Differential Geometry in Radiology and Computational Pathology - Laboratory Investigation laboratoryinvestigation.org/article/S0023-…

Thank you Quincy A. Hathaway Bastian Grossenbacher-Rieck @colleen Prateek Prasanna Brad Erickson USCAP

I'm excited to partner with the Midwest Radiology Diversity Committee on this topic!

Reading these facts about #UnconciousBias !

Raise #awareness to stop this cycle!⛓️‍💥

Thank you Sherry Wang MBBS FRANZCR FSAR for giving me the opportunity to contribute in this effort!
Thanks, Marissa Tarara for putting together these informative slides!

#Diversity #Equity #Inclusion

One of my favorite SIIM sessions every year - can’t wait to see what you guys have planned for us at #SIIM24

Join Abiola Femi-Abod, ManaMoassefi & Mindy Yang MD this summer for a transformative exploration during a #SIIM24 session dedicated to Empowering Women in #ImagingInformatics .

Jun 27 | ecs.page.link/3xS1b
Register | ecs.page.link/5qZC8
Program | ecs.page.link/zuSxH