Elham Mahmoudi, MD

@EliMahMD

Postdoc Fellow @MayoClinic | 💻 🔗🫀Developing #Deeplearning models on #CardiacImaging @MayoAIlab |🪴Plant Mom🌱 Enjoy 🎨🖌️📷 and anything science!

Joined December 2021

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Elham Mahmoudi, MD@EliMahMD · Jun 23, 2023

It is such an honor for me to take part in providing this highly practical and easy-to-learn educational material, @MayoAILab. If you seek to develop DL models on medical imaging, you can find a comprehensive guide, from basic concepts to walkthrough projects, in the MIDeL.

EliMahMD's tweet image. It is such an honor for me to take part in providing this highly practical and easy-to-learn educational material, @MayoAILab. If you seek to develop DL models on medical imaging, you can find a comprehensive guide, from basic concepts to walkthrough projects, in the MIDeL.

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Elham Mahmoudi, MD@EliMahMD · May 19

we've seen nothing yet! hosted a 9-13 yo vibe-coding event w. @robertkeus this w-e (h/t @antonosika @LovableBuild) takeaway? AI is unleashing a generation of wildly creative builders beyond anything I'd have imagined and they grow up *knowing* they can build anything!

@@levelsio@levelsio · May 19

Every AI founder I see now is 17 years old I don't know what's happening Good to see they're shipping early

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MayoAILab@MayoAILab · Jul 10

Big thanks to our lab alum Kenneth Phillbrick for hosting us at Google Rochester!🌟We got a behind-the-scenes look at Google Research’s AI for Health efforts. Grateful for the insights, stories, generous exchange of ideas and delicious pizza🧠🍕

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Milad Bonakdar, MD@Bonakdar_Milad · Jun 30

Excited to share our latest publication! 🧵 1/4: Struggling with BPH symptoms, especially with a significant median lobe? Standard minimally invasive Rezum therapy can sometimes fall short, this can lead to treatment failures or the need for secondary procedures.

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Sina Rashedi@SinaRsh · Jun 28

#1 This week, I had the opportunity to deliver my first oral presentation and present two posters at @ISTH! I’m deeply grateful for the support of my mentors @GregoryPiazza4 and @bbikdeli, and for the opportunity to share our work and learn from experts #ISTH2025 #CardioResearch

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Azin Vakilpour@azinvkp · Jun 27

Pleased to be selected as a Top Investigator for the #ASE 36th Annual Scientific Sessions! Grateful to the ASE Foundation for this recognition and travel grant supporting my presentation! @ASE360 Looking forward to attending this September in Nashville! #ASE2025 @PennCardiology

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Elham Mahmoudi, MD@EliMahMD · Jun 27

Excited to share two of my papers and say that more are on the way!🤓 I think iMRI is the future!🥹

MMayo Clinic Interventional MRI Lab@MayoiMRILab · Jun 27

Published 2 papers over the past year in CVIR! 1-Saline Displacement of Rectal Wall for Improved Margin During MRI-Guided Transurethral Ultrasound Ablation (TULSA) 2-MR-Guided Laser Ablation in Desmoid Tumor Treatment: An Alternative Approach for Cases with Cold Hypersensitivity

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Elham Mahmoudi, MD@EliMahMD · May 24

✨Can’t wait to read these two amazing studies!

BBardia Khosravi, MD@BrdKhsrv · May 24

Honored to receive Honorable Mention at #SIIM25 for our work on de-identifying medical reports on edge devices using SLMs 🏆 Congrats to @theodapamede for winning Best Paper with his CV risk prediction from mammograms! 👏 Grateful to my mentors @Slowvak and @judywawira 🙏🏻

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Elham Mahmoudi, MD@EliMahMD · May 14

Read this excellent work that demonstrates proper LLM prompting techniques can achieve high accuracy in identifying clinical entities! 🎉💪

EElham Mahmoudi, MD@EliMahMD · May 14

🚀Our latest paper is now published in the Journal of the American Medical Informatics Association (#JAMIA)! 🧠We shared complete prompts and detailed optimization samples! 🔍 Don't miss the supplementary materials for this! academic.oup.com/jamia/article-…

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Elham Mahmoudi, MD@EliMahMD · May 13

🚀In this hands-on notebook, you combine Focal Loss function with Cross Entropy + Dice Loss to improve minor objects segmentation and classification.

MMayoAILab@MayoAILab · May 13

🚨Hands-on alert: a new MIDeL chapter is out! Learn how Focal Loss boosts medical image segmentation - especially for small, hard-to-spot structures. ✍️By @SahikaAi 🔗 githubtocolab.com/Mayo-Radiology… #MedicalImaging #AI4M #DeepLearning #FocalLoss

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Andrew Foong@AndrewFoongYK · Apr 16

🚨We're hiring! The AI and Data Analytics (AIDA) team at Mayo Clinic Radiation Oncology is recruiting Research Fellows to advance machine learning for real-world clinical impact. 🧵

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MayoAILab@MayoAILab · May 2

Meet the faces behind the code! 🎊 From research discussions to model debugging and breakthrough moments, here’s the Mayo AI-Lab team that working at the intersection of medicine 🩻 and AI 🦾

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Elham Mahmoudi, MD@EliMahMD · Apr 28

Having the opportunity to know Dr. Kohler through my husband’s fellowship at Mayo Clinic, has been a once-in-a-lifetime blessing for us. He has the kindest and most genuine heart that, paired with a brilliant mind, has touched lives of many.✨

MMilad Bonakdar, MD@Bonakdar_Milad · Apr 28

Today I had the opportunity to present our poster at AUA. I was grateful to share our results and discuss them in more detail with those who stopped by, including @SaveYourSexLife and Dr. Hudak. A special thanks to my mentor and role model, Dr. Kohler, for his invaluable guidance

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Milad Bonakdar, MD@Bonakdar_Milad · Apr 26

Honored to present my first talk at the AUA! Grateful for the opportunity to share our work and to learn from so many inspiring colleagues.@AmerUrological #AUA2025

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