Bardia Khosravi, MD @BrdKhsrv Twitter profile

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Bardia Khosravi, MD

3 months

Dreams coming true! 🎉 Radiology @YaleRadiology 🫱🏻‍🫲🏼 Internal Medicine @YaleIMed Thank you for being my 🪨, @ArdestaniBahar . (1/3) #MatchDay2024 #MedTwitter #RadRes #CouplesMatch #IMRes #Match2024

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Bardia Khosravi, MD

@BrdKhsrv

1 year

🎉 Honored to receive the Best Research Paper Award at #SIIM23 ! 🏆 Huge thanks to the amazing team, esp. @PRouzrokh who deserves equal recognition for his invaluable contributions. 🙌 Grateful to @Slowvak & @CodyWyles for their exceptional support. @SIIM_Tweets

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Bardia Khosravi, MD

@BrdKhsrv

3 months

From @UofTeh to @MayoAILab and now to @YaleRadiology 🤩

Pouria Rouzrokh, MD

@PRouzrokh

3 months

I am thrilled to share that I will start my radiology residency at the Yale University! This is an incredible moment for me & the start of a very exciting journey! Immense gratitude to @YaleRadiology for this tremendous opportunity and their trust in me! #Match2024 #futureradres

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Bardia Khosravi, MD

@BrdKhsrv

1 year

Thrilled and honored to have been selected as a Trainee Editorial Board member for @Radiology_AI #TEB . Looking forward to learning from experienced mentors of the field of radiology and Al over the next two years! Thank you @judywawira and @cekahn for this valuable opportunity.

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Bardia Khosravi, MD

@BrdKhsrv

2 years

On our way to #Chicago ... Looking forward to meet people and learn a lot at #RSNA22 .

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Bardia Khosravi, MD

@BrdKhsrv

9 months

🩻 Super excited to announce that our abstract has been accepted for the #RSNA23 cutting-edge research session! This work is near and dear to me, and I’m so happy I can share it at this great podium. Grateful for all the colleagues and mentors who have made this possible 🙏🏻

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Bardia Khosravi, MD

@BrdKhsrv

3 months

Congrats to the one and only @ShahriarFaghani 😎

Penn Radiology

@PennRadiology

3 months

We are thrilled to announce our amazing incoming residents for 2025! Welcome to the Penn Radiology Family #Match2024 #RadRes #futureradres @PennRadiology @PennRadRes @Penn_IR @PennMedicine

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Bardia Khosravi, MD

@BrdKhsrv

7 months

Thrilled to share our preprint on use of #SyntheticData in medical imaging research! 📝 💬 Here is a custom GPT that will answer all your questions about the paper: Some key takeaways in a 🧵 /1

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Bardia Khosravi, MD

@BrdKhsrv

6 months

Last year’s #RSNA22 was an unforgettable experience 🌟, the largest and most thrilling event I’ve ever attended! Eagerly anticipating #RSNA23 , ready for an incredible week of learning 📚, reuniting with friends and mentors 👥, and making many new connections! 🤝

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Bardia Khosravi, MD

@BrdKhsrv

10 months

I had a blast at the #AIBiasDatathon ! It was so much fun to work with this massive data, see perspectives from all around the world and catchup with friends. A big shout-out to @judywawira @HariTrivediMD , @angiowoman and the whole team for making this possible. "=" > "÷"

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Bardia Khosravi, MD

@BrdKhsrv

1 year

After a month of hardwork, we finally pulled it off! Come and join @PRouzrokh and me, for a fun gamified learning experience at @SIIM_Tweets . #SIIM23 #LearnDL #RadRes More info👇🏻

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Bardia Khosravi, MD

@BrdKhsrv

6 months

Wrapping up #RSNA23 with the best memories! Looking forward to next year’s @RSNA !

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Bardia Khosravi, MD

@BrdKhsrv

1 year

🎄Check out our latest work on #GenerativeAI published recently at @JArthroplasty . Here we use #GANs to generate synthetic radiographs and examine their usefulness in inter-institutional data sharing. Check out the full text:

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Bardia Khosravi, MD

@BrdKhsrv

8 months

Big thanks to our amazing team @shanlivahdati , @PRouzrokh , @ShahriarFaghani , @ManaMSF94 , and our mentor @Slowvak for making it all possible. 🙌 Stay tuned for more to come…

Sanaz(Shanli)Vahdati, MD

@ShanliVahdati

8 months

Great work presented by talented @khosravi_bardia on using large language models for cervical spine fracture detection on radiologic reports.✨✨ @SIIM_Tweets @MayoAILab

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Bardia Khosravi, MD

@BrdKhsrv

2 years

A 🧵 on what is happening in #Iran and what we all can do; You all might have seen the global # trend, #Mahsa_Amini (in farsi #مهسا_امینی). In this thread, I will try to explain the situation to my non-Iranian network and finally ask for their help. 1/n

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Bardia Khosravi, MD

@BrdKhsrv

11 months

Still buzzing with excitement! 🎉 I'll be doing 3️⃣ oral presentations, sharing 1️⃣ digital poster, and 1️⃣ educational exhibit at #RSNA23 ! Thank you @RSNA ! And thanks to all the mentors and colleagues 🙏🏻 See you in chilly November, Chicago! 🏙️

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Bardia Khosravi, MD

@BrdKhsrv

2 years

#NewProfilePic Last piece of memory from #RSNA22

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Bardia Khosravi, MD

@BrdKhsrv

6 months

🌟 Exciting news! @Radiology_AI Living Resource Index: a go-to resource for #publicly_available datasets in radiology. 🩻 Next time you’re training a model or validating an algorithm, save time and discover a wealth of diverse datasets through this resource.

Radiology: Artificial Intelligence

@Radiology_AI

6 months

Explore the new "living index" of @Radiology_AI 's Data Resources articles! @khosravi_bardia @XueyanMei @cekahn #DataResources #AI #MachineLearning

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Bardia Khosravi, MD

@BrdKhsrv

4 months

🚀Happy to introduce `nb2py`, my side project from this past week that I've wanted to tackle for a looong time! 🛠️ It's here to bridge the gap between Jupyter Notebooks and training-ready Python scripts. #DeepLearning #DataScience

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Bardia Khosravi, MD

@BrdKhsrv

1 month

🥁 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 - BardiaKh/Mediffusion

Contribute to BardiaKh/Mediffusion development by creating an account on GitHub.

github.com

Pouria Rouzrokh, MD

@PRouzrokh

1 month

Excited to share the technical report for RadRotator, our latest #GenerativeAI tool, which enables the rotation of radiographs in 3D space💫 ✅Technical Report: 🔗 ✅Website: 🔗 ✅Online Demo: 🔗 (1/3)

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Bardia Khosravi, MD

@BrdKhsrv

16 days

I am so proud of my better half for presenting the project that she was so passionate about! ❤️

Bahar Saberzadeh Ardestani, M.D.

@ArdestaniBahar

16 days

It was an amazing start to #DDW2024 ! Exited to have presented the result of our study evaluating the prognostic value of morphological features for prediction of outcome in patients with #colorectal cancer using #DeepLearning .

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Bardia Khosravi, MD

@BrdKhsrv

2 years

I have been selected as a new member of @SIIM_Tweets #ML #education subcommittee. Look forward to working with this awesome team! Thanks to Drs @FelipeKitamura & Timothy Kline for this opportunity.

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Bardia Khosravi, MD

@BrdKhsrv

8 months

@PRouzrokh presenting his innovative work on “Generation and Removal of Brain Tumors 🧠” using the MBTI diffusion model at #CMIMI23 . It’s more like magic 🪄 @SIIM_Tweets @MayoAILab

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Bardia Khosravi, MD

@BrdKhsrv

2 years

Can’t believe all these interesting things happened in only one day of #RSNA22 !

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Bardia Khosravi, MD

@BrdKhsrv

1 year

I love how #ChatGPT is both the “subject” and the author of this study 😅

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Bardia Khosravi, MD

@BrdKhsrv

2 years

Farewell #RSNA22 ! It was an experience beyond my imagination... See you next year at #RSNA23 :)

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Bardia Khosravi, MD

@BrdKhsrv

13 days

🚀 @TheoDapamede and I are thrilled to announce #RadPrompter - a Python package for simplified, reproducible, and composable #LLM prompting, providing a flexible framework for crafting complex prompts from reusable components. 1/7

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Bardia Khosravi, MD

@BrdKhsrv

10 months

#Embeddings are a way to compress image information, but are they on par with original images? Do they encode protected information? This was our teams project! Stay tuned for more amazing things from these folks! Good reading source: #AIBiasDatathon

Emory Radiology

@EmoryRadiology

10 months

Congratulations Team 4/11 1st place #AIBiasDatathon ! Amazing teamwork Alexander Sheih, Cheng Ding, Celestino Obua, Jasmit Shah, Renata Proa, Swapnil Mishra, Dana Moukheiber, Martin Galiwango, Bardia Khosravi, Saptarshi Purkayastha, Andrew Sellergren, Lama Moukheiber, Ran Xiao

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Bardia Khosravi, MD

@BrdKhsrv

11 months

Thrilled to be part of the @Radiology_AI #TEB and learn from the mentors and amazing peers!

Radiology: Artificial Intelligence

@Radiology_AI

11 months

🌟🌟 We are delighted to welcome the 2023-2025 @Radiology_AI Trainee Editorial Board! They are an amazing group of rising superstars 🌟🌟

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Bardia Khosravi, MD

@BrdKhsrv

8 months

“Creating fMRI from EEG” 〰️ ➡️🧠💡an amazing work presented by @ShahriarFaghani on using #GenerativeAI for cross-modality image synthesis! #CMIMI23 @MayoAILab

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Bardia Khosravi, MD

@BrdKhsrv

8 months

⚕️Medicine is a field that is inherently #multimodal . 🩻 Over the years, AI systems have achieved high levels of performance on specific tasks using a single modality (mostly images). 🌟 Join us in the next #RadAIchat to talk about the next generation of #MultimodalAI models.

Radiology: Artificial Intelligence

@Radiology_AI

8 months

📅 Join @Radiology_AI for the Oct. #RadAIchat on Oct. 4 at 8 PM ET on "Multimodality in #Radiology #AI #Research " moderated by @khosravi_bardia and featuring @PeterKamelMD @asellerg @eduardomjfarina #radiomics #AI #ML #DL #radres @RSNA @cekahn @HElhalawaniMD

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Bardia Khosravi, MD

@BrdKhsrv

4 months

Feeling incredibly proud of my better half, @ArdestaniBahar , who will present at #DDW2024 🌟

Bahar Saberzadeh Ardestani, M.D.

@ArdestaniBahar

4 months

I am honored to present at #DDW2024 #AI in #GI Cancer Research Symposium. Thanks to my amazing mentor @FASinicropeMD and all my great colleagues. Can't wait to see you all in D.C! #CRC #WomenInGastro #ACG #GITwitter

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Bardia Khosravi, MD

@BrdKhsrv

9 months

🪩 Check out our latest work on #DiffusionModels and their ability to do a "virtual" surgery, led by the one and only @PRouzrokh ! My favorite part? The evaluation procedure and quality assessment by surgeons! Read more in the full text 👇🏻

Pouria Rouzrokh, MD

@PRouzrokh

9 months

1) 🔥Excited to share our recent publication at @JArthroplasty , which introduces THA-NET, our new #DiffusionModel at @Mayo_OSAIL & @MayoAILab to mimic high-quality total hip arthroplasty on plain radiographs. Live demo: Details and link to article: 🧵👇

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Bardia Khosravi, MD

@BrdKhsrv

1 year

This single session was worth traveling all the way to Chicago for #ASNR23 . A compact review of #stroke imaging, #neurodegenerative diseases, #hydrocephalus , and #demyelinating disorders.

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Bardia Khosravi, MD

@BrdKhsrv

2 years

✅ 1st RSNA abstract accepted! 💻 Hope to see you in the "Introduction to #GANs " hands-on deep learning lab. My sincere gratitude to all my colleagues and my mentors ( @Slowvak , @CodyWylesMD ) at @Mayo_OSAIL & @MayoAILab . #RSNA22

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Bardia Khosravi, MD

@BrdKhsrv

10 months

📢 Our work on a #DL -based risk calculator for predicting postoperative hip dislocation after total hip arthroplasty has been highlighted in the RSNA newsletter. 🏥🦴 💡Check out the article @Radiology_AI : #Orthopedics #Radiology #RSNA #FutureRadRes

Patient-specific Hip Arthroplasty Dislocation Risk Calculator: An Explainable Multimodal Machine...

Purpose To develop a multimodal machine learning–based pipeline to predict patient-specific risk of dislocation following primary total hip arthroplasty (THA). Materials and Methods This study...

pubs.rsna.org

RSNA

@RSNA

10 months

After the first FDA-approved total hip arthroplasty (THA) was performed at Mayo Clinic in 1969, the clinic began a total joint arthroplasty registry to follow all patients’ outcomes throughout their lifetimes. @Slowvak @CodyWylesMD @Khosravi_Bardia

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Bardia Khosravi, MD

@BrdKhsrv

2 years

Hot off the press 🔥 In this study, we used a hybrid CNN-transformer architecture to predict risk of implant dislocation after total hip arthroplasty (THA) 🦴 Thanks to my mentors, @CodyWylesMD & @Slowvak , for their support and guidance. @MayoAILab @Mayo_OSAIL @MayoRadiology

Radiology: Artificial Intelligence

@Radiology_AI

2 years

A multimodal #MachineLearning -based calculator predicts dislocation risk after total hip #arthroplasty @Khosravi_Bardia @CodyWylesMD @MayoAILab #MSKRad #HipReplacement #ML

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Bardia Khosravi, MD

@BrdKhsrv

2 years

We at @MayoAILab prepared a series of papers/guidelines on mitigating bias in #Radiology #Machine_Learning , covering three main areas of focus, data handling, model development, and performance evaluation! You can find them in @Radiology_AI :

Mitigating Bias in Radiology Machine Learning

pubs.rsna.org

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Bardia Khosravi, MD

@BrdKhsrv

11 months

Thank you so much for your support and encouragement. I’m grateful to be part of such a wonderful team for the past two years!

MayoAILab

@MayoAILab

11 months

Excited to announce our labmates joining the #RSNA Journals Trainee Editorial Boards this year!🔥🎉👏 🔜 @Radiology_AI #TEB : Dr. Bardia Khosravi ( @khosravi_bardia ) Dr. Shahriar Faghani ( @ShahriarFaghani ) 🔜 @RadioGraphics #RGTEAM : Dr. Pouria Rouzrokh ( @PRouzrokh ) Good luck!

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Bardia Khosravi, MD

@BrdKhsrv

2 years

Come and joint us at @SIIM_Tweets , #Virtual #MSK abstract session. @PRouzrokh and I will be presenting our abstracts from @MayoClinic #AI_Lab .

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Bardia Khosravi, MD

@BrdKhsrv

1 year

Last couple of weeks I was focusing on learning more about the #NLP side of AI and it was so much more fun than I expected! Today I was fortunate enough to summarize what I learned and present it to my brilliant colleagues @MayoAILab . Thank you @Slowvak for the opportunity.

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Bardia Khosravi, MD

@BrdKhsrv

10 months

Hot off the press 🔥 Check out our recent publication in @radiology_rsna ! We review some concepts of #uncertainty #quantification and explain why it is important in medical imaging #ML research! Stay tuned for more...

Shahriar Faghani MD

@ShahriarFaghani

10 months

I'm honored our paper 'Quantifying #Uncertainty in #DeepLearning of #Radiologic Images' is now online @radiology_rsna Thanks to @ManaMSF94 @PRouzrokh @khosravi_bardia @frbaffour Dr. Ringler and my amazing mentor @Slowvak . @MayoRadiology @MayoAILab

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Bardia Khosravi, MD

@BrdKhsrv

11 months

Big thanks to the wonderful @PaulYiMD and @AliTejaniMD for having me on the @Radiology_AI podcast, alongside the brilliant @FelipeKitamura . Don’t miss out on our lively discussion about generative AI - tune in now for the first part! #RadAI #RadPodcasts

Radiology

@radiology_rsna

11 months

🚨 A new episode of the @Radiology_AI podcast is now available! 🚨Cohosts @PaulYiMD and @AliTejaniMD are joined by @FelipeKitamura and @khosravi_bardia to discuss generative AI #RadAI #RadPodcasts

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Bardia Khosravi, MD

@BrdKhsrv

1 year

🔥 Don't miss this amazing paper on cross-validation @Radiology_AI ! #hotoffthepress Also checkout their github repo for some code samples:

GitHub - zhuemann/Cross-Validation-Guide: Introduction code for cross validation

Introduction code for cross validation. Contribute to zhuemann/Cross-Validation-Guide development by creating an account on GitHub.

github.com

Radiology: Artificial Intelligence

@Radiology_AI

1 year

A Guide to Cross-Validation for Artificial Intelligence in Medical Imaging @JunjieHu12 @UWiscRadiology @BCCancer #ML #DeepLearning #AI

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Bardia Khosravi, MD

@BrdKhsrv

1 year

We are humbled by this enthusiasm at @NVIDIAGTC ! Unfortunately, our DLIs have a maximum capacity of 80 and many were not able to attend the live workshop. Recordings will be available soon. See you tomorrow, 3pm CST at the #Uncertainty_Quantification learning lab.

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Bardia Khosravi, MD

@BrdKhsrv

1 year

Congratulations Shahriar! You really deserved this award🎉🎉🎉

MayoAILab

@MayoAILab

1 year

🎉 Congratulations, @ShahriarFaghani , on winning the title of the most valuable JDI reviewer! 🏆 Your hard work, dedication, and expertise have earned you this honor. Well-deserved recognition for your outstanding contributions! @SIIM_Tweets @MayoRadiology #SIIM23

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Bardia Khosravi, MD

@BrdKhsrv

2 years

Meanwhile in Iran, more than 80 men and women have been killed in #IranProtests . There is #internetshutdown and this number is just an estimate based on estate media; who knows what the real number is😔. Be our voice. #Mahsa_Amini #مهسا_امینی

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Bardia Khosravi, MD

@BrdKhsrv

1 year

✅ Got the Badge (+ ribbons 😄) ✅ Prepared My Presentations ✅ Updated the Game UI ⭕️Waiting for the official start of #SIIM23 . @SIIM_Tweets

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Bardia Khosravi, MD

@BrdKhsrv

2 years

برای شروین حاجی‌پور که بیشتر ۵٠ بار تو این دو روز آهنگش رو گوش دادم... #مهسا_امینی #MahsaAmini

ایران اینترنشنال - خبر فوری

@IranIntlbrk

2 years

بنا بر خبر رسیده به ایران اینترنشنال، ماموران امنیتی شروین حاجی‌پور خواننده آهنگ «‌برای…» را بازداشت کردند

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Bardia Khosravi, MD

@BrdKhsrv

1 year

Don't miss this month's #RadAIchat ! There will be three stellar guests, @Dr_ASChaudhari @pezlarson @giemmecci , on the interesting topic of "Synthetic Data in Medical Imaging". @Radiology_AI

Radiology: Artificial Intelligence

@Radiology_AI

1 year

T - 1 Day: Don't miss the March #RadAIchat this Wed. Mar. 1st at 8 PM ET on "Synthetic Data in Medical Imaging" moderated by @khosravi_bardia and featuring @giemmecci @Dr_ASChaudhari @pezlarson #MachineLearning #DeepLearning #radiomics @cekahn @HElhalawaniMD @RSNA

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Bardia Khosravi, MD

@BrdKhsrv

10 months

Definetly check this out! Multimodal AI in medicine is moving fast...

Chris Kelly

@chrisck

10 months

We are excited to share our latest @GoogleHealth work to build lightweight multimodal generative AI models for radiology. By "grafting" language-aligned vision encoders onto a fixed LLM, we are able to solve previously challenging tasks using an approach that we call ELIXR...🧵

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Bardia Khosravi, MD

@BrdKhsrv

1 year

Here we come #Austin ! Can't wait for the exciting #SIIM23 . @SIIM_Tweets

Ali Ganjizadeh, M.D., pM.B.A

@magnooj

1 year

HEADING Off to @SIIM_Tweets , #Austin PS. Rearranging posters in MSP 🤣 #SIIM #Radiology #MedTwitter #RadAI

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Bardia Khosravi, MD

@BrdKhsrv

2 years

#IRNvUSA at #RSNA22 . Come and join us at the learning center! So many mixed feelings...

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Bardia Khosravi, MD

@BrdKhsrv

1 year

Great #SIIM23 keynote by @oziadias on the importance of #unstructured data hidden in medical images, also how #OpenScience can help with validation. "Let’s explore the potential of emerging technologies to revolutionize our world in ways we have yet to imagine." @SIIM_Tweets

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Bardia Khosravi, MD

@BrdKhsrv

1 year

Fantastic session about career development as a future radiologist with two talks about flexible work arrangements, by @ParisaMazaheri , and strategic alignment, by @AGrayev . #ASNR23

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Bardia Khosravi, MD

@BrdKhsrv

1 year

This is an AMAZING paper! Basically showing how *mistakes* in data handling and model development can make an ML model with actual AUC of 0.55 have and apparent AUC of 1.0. The authors do lots of experiments to pinpoint some of the most important issues, fantastic!👌🏻

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Bardia Khosravi, MD

@BrdKhsrv

4 months

Don't miss this month's #RadAIchat on the #sustainability of radiology AI, moderated by @shanlivahdati ! 📅 Wed, Feb 7th ⏰ 8pm EST

Radiology: Artificial Intelligence

@Radiology_AI

4 months

📅 Mark your calendar for the Feb. @Radiology_AI #RadAIchat on Feb. 7 at 8 PM ET on " #AI & Sustainable #Radiology " moderated by @shanlivahdati and panelists @KateHanneman @SadrVafaei @Voss_MD #radiomics #AI #ML #DL #radres @RSNA @cekahn @HElhalawaniMD

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Bardia Khosravi, MD

@BrdKhsrv

1 year

So happy for you Mohammad, you really deserved this 🎉

Mohammad

@hosseiniaslm

1 year

So happy for this! #Match2023 #gensurgmatch2023 @HonorHealth

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Bardia Khosravi, MD

@BrdKhsrv

1 year

Don't miss this awesome presentation by @ShahriarFaghani on an interesting application of #GenerativeAI . #ASNR23

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Bardia Khosravi, MD

@BrdKhsrv

2 years

Hi everyone! Bardia Khosravi here. I am an MD currently working at @MayoAILab as a post doc researcher. Excited to joint this month's #RadAIchat .

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Bardia Khosravi, MD

@BrdKhsrv

10 months

🥁🥁🥁 Get ready for a captivating journey into the world of AI and Bias! @hiti_lab is hosting an event that’s all about understanding and addressing Bias in AI. With a stellar lineup and thought-provoking insights, it’s bound to be a must-attend! Don't miss it! 🥁🥁🥁

Emory Radiology

@EmoryRadiology

11 months

#Bias in #AI is a big deal. Join us for the #dathathon & symposium w/🌎🌟speakers. #MachineLearning @judywawira @HariTrivediMD @angiowoman @DeborahWBruner1 @EmoryEthics @hiti_lab @CoulterBME @MSMEDU

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Bardia Khosravi, MD

@BrdKhsrv

1 year

One small fun fact that you might not know about #ChatGPT : It is multilingual! Here I'm asking it (in Persian) to write a letter to ask for a leave of absence in English, and it does one heck of a job!

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Bardia Khosravi, MD

@BrdKhsrv

1 year

Congratulations @ManaMSF94 ! Very well deserved!🎊🎊🎊

Shahriar Faghani MD

@ShahriarFaghani

1 year

Congratulations, Mana! I couldn't be prouder of you! #SIIM23 @SIIM_Tweets

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Bardia Khosravi, MD

@BrdKhsrv

11 months

🤩 #EDA (exploratory data analysis) is now easier than ever!

Colaboratory

@GoogleColab

11 months

We just added a new feature that gives you the ability to preview a wide range of plot types for any pandas dataframe. Choose one you like and we’ll auto-insert the code into your notebook. Read more at the Colab blog:

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Bardia Khosravi, MD

@BrdKhsrv

1 year

Never thought I would stop using Chrome, let alone replacing it by #Edge !🤷🏻 Note that this is Edge dev which is incomparable to the public version, it is insanely robust, plus it has the famous Bing+AI.

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Bardia Khosravi, MD

@BrdKhsrv

2 years

@Radiology_AI T4. @MayoAILab has released an online free “book” called MIDeL (Medicsl Imaging & Deep Learning). There are 13 beginner chapters available so far. #RadAIchat

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Bardia Khosravi, MD

@BrdKhsrv

2 years

Thank you for participating Atefeh, it was a pleasure having you and Ehsan.

Atefe Pooyan

@AtefePooyan

2 years

Amazing interactive workshops at the deep learning lab today by @PRouzrokh and @khosravi_bardia . Learned and enjoyed a lot!

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Bardia Khosravi, MD

@BrdKhsrv

1 year

Amazing talk by @GregZ_MD about applications of #synthetic MRI in neuroradiology. Interestingly, synthetic images are found to be more favourable compared to the original ones! #ASNR23

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Bardia Khosravi, MD

@BrdKhsrv

2 years

Very well deserved Pouria! Many congrats🎉

Pouria Rouzrokh, MD

@PRouzrokh

2 years

Extremely proud to receive the RSNA Trainee Research Prize after my oral presentation today at #RSNA22 . I am very grateful to all my mentors & colleagues at @MayoAILab , @Mayo_OSAIL , & @MayoRadiology , specially Dr. Bradley Erickson ( @Slowvak ) and Dr. @CodyWylesMD . Thank you @RSNA !

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Bardia Khosravi, MD

@BrdKhsrv

8 months

I cannot think of anyone more deserving than you for this role! Kudos 🎉

Gian Marco Conte

@giemmecci

8 months

Starting this December, I will be taking on the role of Associate Editor for Radiology: Artificial Intelligence @Radiology_AI . I sincerely thank our Editor, Dr. Charles Kahn, for trusting me with this role. I'm excited for this new chapter to begin!

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Bardia Khosravi, MD

@BrdKhsrv

3 months

Don't miss this fantastic workshop on #RAG and #UQ !

Pouria Rouzrokh, MD

@PRouzrokh

3 months

On March 20th, @ShahriarFaghani and I will present a workshop on trustworthy retrieval augmented generation with #LLMs and #ConformalPrediction in medicine. The DLI will take place during the @NVIDIAGTC 2024 in San Jose, CA. Looking forward to meet you all! @MayoAILab @Slowvak

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Bardia Khosravi, MD

@BrdKhsrv

1 year

Check out this #LLM #prompting guide by @AliTejaniMD with amazing examples: Specifically check the Chain-of-Thought ( #CoT ) prompting, I've seen huge improvements with it. Definitely give it a try if you haven't already! @Radiology_AI

Radiology: Artificial Intelligence

pubs.rsna.org

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Bardia Khosravi, MD

@BrdKhsrv

2 years

Finally it's here😍 #DALLE2 #beta

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Bardia Khosravi, MD

@BrdKhsrv

28 days

Google struck back! CT report generation (3D) leveraging the long context length (>1M) of Med-Gemini (🤯) among other 2D tasks. Should be a very interesting read…

Shek Azizi

@AziziShekoofeh

28 days

Excited to share latest ✨Med-Gemini✨ additions - our new research unlocks possibilities in medical data analysis with 3 new models built upon Gemini 1.5 that can handle 2D medical images, and for the first time genomic risk score & 3D radiology scans.

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Bardia Khosravi, MD

@BrdKhsrv

2 years

🤩 So excited and humbled that @Pair_Medicine picked up our work recently published in @Radiology_AI . They are the best at simplifying medical #AI literature and explaining it to healthcare professionals.

video 5 - AI helps orthopedic surgeons reduce implant dislocation...

Video 5 - YouTube DescriptionPAIR Medicine Club - Video 5Can artificial intelligence (AI) assist orthopedic surgeons in reducing the risk of implant dislocat...

www.youtube.com

PAIR_Medicine

@Pair_Medicine

2 years

A multimodality #DeepLearning model developed by @Mayo_OSAIL and @MayoAILab , predicts patient-specific risk of implant dislocation following total hip arthroplasty. Watch @pair_medicine club video 5 to find out how: Published by @Radiology_AI .

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Bardia Khosravi, MD

@BrdKhsrv

1 year

Happening now at Ballroom C @Slowvak @judywawira @woojinrad

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Bardia Khosravi, MD

@BrdKhsrv

11 months

It is usually overlooked that #ChatGPT is a wrapper around the original model (GTP-3.5 or 4), meaning there is a *system* prompt injected by OpenAI and custom inference configurations (e.g. temperature), which makes it undeterministic! At least use the #API in research projects.

Woojin Kim

@woojinrad

11 months

🤨 "54% accuracy" ➡️ " #ChatGPT shows potential as a valuable diagnostic tool in #radiology " 🤔 Because of a median legitimacy score of 5/5? 😞 Another openbook test paper & no prompts or examples #GenAI #GenerativeAI

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Bardia Khosravi, MD

@BrdKhsrv

2 years

Denoising Diffusion Probabilistic Models ( #DDPMs ) are a recently introduced (relative to GANs) group of generative models. Check out our discussion with @PRouzrokh about what these models are, and some of their potentials in medical image research.

MayoAILab

@MayoAILab

2 years

You have heard of #DALLE2 , the model that creates realistic photos based on text prompts! This is an example of "denoising diffusion probabilistic models". #DDPMs Check out the video by @PRouzrokh & @khosravi_bardia to learn more about them and their applications in medicine!

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Bardia Khosravi, MD

@BrdKhsrv

2 years

Very engaging talk by @judywawira on AI #fairness & #bias . To sum up models are good at picking up small differences between different groups, and this will harm the minorities, so start mitigating the bias from the moment you start gathering your data. @SIIM_Tweets #Virtual

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Bardia Khosravi, MD

@BrdKhsrv

1 month

Don't forget the May 5th deadline for applying for the @Radiology_AI #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! 💬

Radiology: Artificial Intelligence

@Radiology_AI

2 months

Interested in medical imaging and #MachineLearning ? Trainees can apply to join our Trainee Editorial Board @judywawira @KMagudia @RadRudie #HITrad #radiology #AI

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Bardia Khosravi, MD

@BrdKhsrv

2 years

📒 In this hands-on lab you will learn how GANs work, how to code a simple GAN, and how GANs are being used in radiology research. ❇️ Hopefully by the end of this session you will understand what this image represents and how to create one yourself:

MayoAILab

@MayoAILab

2 years

✨ Want to learn about generative adversarial networks ( #GAN ) and their application in #radiology research? 👩🏻‍💻 Don't miss this @RSNA deep learning lab by @Slowvak and @khosravi_bardia 📆 Tuesday 11:30-12:30; "Deep Learning Lab" area #RSNA22

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Bardia Khosravi, MD

@BrdKhsrv

10 months

T-1 hour until @SIIM_Tweets #GenerativeAl webinar! Join us for an interesting discussion on promises and pitfalls of this new technology! @PRouzrokh @Dr_ASChaudhari @judywawira

SIIM

@SIIM_Tweets

10 months

Join expert speakers for our #AI Webinar in 1 hour & gain an informed perspective on the potential impact of generative #AI on patient care in radiology & medical imaging! Aug 16 | 1:00 PM ET | #SIIM Members Earn 1 HR SIIM IIP CE Sign Up ➡️

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Bardia Khosravi, MD

@BrdKhsrv

10 months

It was an honor being part of this massive educational project! Read Bahar's excerpt to find out more👇🏻👇🏻👇🏻

Bahar Saberzadeh Ardestani, M.D.

@ArdestaniBahar

10 months

🌟Read my thesis #research on "The impact of prior performance information on subsequent assessment: is there evidence of retaliation in an anonymous multisource assessment system?", published with @SpringerNature in @advhlthsciedu #MedEd #MedTwitter

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Bardia Khosravi, MD

@BrdKhsrv

1 year

Come and join our hands on deep learning workshop on #UncertaintyQuantification . There are lots of amazing sessions in this @NVIDIAGTC , keep 👀 on them. GTC is free and virtual, you just need to sign up here:

MayoAILab

@MayoAILab

1 year

Join @ShahriarFaghani , @PRouzrokh , @khosravi_bardia , and @ManaMSF94 who will run a session on Tuesday 21st at #GTC23 to expand your knowledge on #uncertainty and #probability in the context of #AI in #medicine . @NVIDIAGTC @ProjectMONAI @MayoRadiology

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Bardia Khosravi, MD

@BrdKhsrv

1 year

You can try your hand at #GPT4 and work together with others to build a prompt that solves some really tricky problems. Check out the link to learn more about the activities that will happen at the #AI_Playground .

SIIM

@SIIM_Tweets

1 year

Come to the AI Open Source Playground in the #SIIM23 Expo Hall to see #AI in action! Run #ImagingInformatics models & watch the outputs appear right in front of your eyes! @ManaMSF94 @PRouzrokh @khosravi_bardia @_kodon Jun 14-16 | Austin, TX Explore |

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Bardia Khosravi, MD

@BrdKhsrv

5 days

This is a big leap in medical foundation models!🤩🤩🤩

Fernando Pérez-García

@fepegar_

5 days

We've released the Rᴀᴅ-DINO model weights!! Benchmark it, encode some datasets, show us some UMAPs, plug it into your classifiers, LLMs, MLMs, SLMs... We're excited to discover what the community will create on top of Rᴀᴅ-DINO. 🤗 @MSFTResearch

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Bardia Khosravi, MD

@BrdKhsrv

11 months

👨‍⚕️ Ali has a knack for business and has explored various paths during and after med school: 📚🔬🏥📈 💡 From research to practicing medicine and even starting his own business, he offers a unique perspective. Vote now to hear his point of view at #RSNA23 #Fast5 ! 🤩

Ali Ganjizadeh, M.D., pM.B.A

@magnooj

11 months

🚨Calling all #RSNA2023 attendees!🚨 Discover exciting #AlternativeCareerPaths for Radiologists by #voting my work in #RSNAFast5 . 🗳️ ‼️ Voting closes in 2 days! #TOPIC : Leading Through Change: Exploring Alternative #CareerOpportunities #Radiology

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Bardia Khosravi, MD

@BrdKhsrv

2 years

So proud to be a part of this fantastic project. Humbled by this recognition🥇 In this educational review, we cover the pathophysiology of acute bowel ischemia and its radiologic findings in different stages: @ESR_Journals #Insights_Into_Imaging

Many faces of acute bowel ischemia: overview of radiologic staging - Insights into Imaging

Acute bowel ischemia (ABI) can be life threatening with high mortality rate. In spite of the advances made in diagnosis and treatment of ABI, no significant change has occurred in the mortality over...

insightsimaging.springeropen.com

European Radiology

@EurRadiology

2 years

🏅 A final congratulations to the #InsightsImaging ESGAR Award winners for their article “Many faces of acute bowel ischemia: overview of radiologic staging”! A wonderful accomplishment! 🎉 (A.H. Davarpanah, A.G. Khameneh, B. Khosravi, A. Mir, H. Saffar & A.R. Radmard)

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Bardia Khosravi, MD

@BrdKhsrv

2 years

I highly recommend curating a catalog of the imaging studies and creating a clean #imaging_registry . This has saved us a lot of time at @Mayo_OSAIL and lowered our #data_curation time from couple of weeks to less than an hour! Thanks to @PRouzrokh for leading this fantastic work.

Pouria Rouzrokh, MD

@PRouzrokh

2 years

I am pleased to share our most recent @jbjs publication in which we leveraged #DeepLearning to establish an institutional registry for > 800K XRs at @MayoClinic . Special thanks to @khosravi_bardia and all colleagues/mentors from @Mayo_OSAIL & @MayoAILab .

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Bardia Khosravi, MD

@BrdKhsrv

1 year

External validation is the key to ensure an AI model actually "works". Join @ShahriarFaghani for his presentation of his work on Barret's esophagus detection! #SIIM23 @SIIM_Tweets

MayoAILab

@MayoAILab

1 year

If you're attending #SIIM23 , don't miss @ShahriarFaghani oral presentation on AI in Enterprise Research Abstracts Sessions. Join him at Room 9, Level 3 from 10:00 to 10:45 AM. @SIIM_Tweets

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Bardia Khosravi, MD

@BrdKhsrv

11 months

This is a very comprehensive list of issues and evaluation strategies👌🏻 ! A must read for people who want to work on the Generative AI in medicine!

Curt Langlotz

@curtlanglotz

11 months

"Our framework defines 7 categories of social impact: bias, stereotypes & representational harms; cultural values & sensitive content; disparate performance; privacy & data protection; financial costs; environmental costs; & content moderation labor costs"

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Bardia Khosravi, MD

@BrdKhsrv

2 years

A roadmap to implement AI in clinical practice: - Who decides what should be implemented? - How to assess potential applications of implementation? - How should a tool be implemented? - How should an implemented tool be monitored?

Curt Langlotz

@curtlanglotz

2 years

Hot off the press: Collaborative development of organizational best practices for #AI implementation, led by @DaniaDaye + @mattlungrenMD @walterfwiggins @talkasab @RadKottler @bibballen @ChrisRothMD @BernardoBizzo @JimBrinkMD @larson_david_b @stanfordAIMI

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Bardia Khosravi, MD

@BrdKhsrv

1 year

Wow! This was the exact question I was struggling with. 3D vs 2.5D, pertaining is apparently the key 🔑

Pranav Rajpurkar

@pranavrajpurkar

1 year

1/ Struggling to get 3D models to perform well on 3D medical images like chest CTs? Our latest research at Harvard+Stanford explores the potential of video-pretraining to unlock 3D model performance and outperform 2D baselines. #MIDL2023 Check it out 🧵

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Bardia Khosravi, MD

@BrdKhsrv

2 years

Thank you @MayoRadiology for organizing this event to catch up with all the cool thing that are happening across the enterprise.

Mayo Clinic Radiology

@MayoRadiology

2 years

#RSNA22 gave @MayoRadiology alumni and staff from around the country an opportunity to gather, connect and reconnect, and celebrate. Thank you to all who were able to attend! #MayoAtRSNA22

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Bardia Khosravi, MD

@BrdKhsrv

1 year

Interested in #GenerativeAI ? Don't miss this comprehensive list of planaries and sessions, by @woojinrad , focused on this fascinating topic!

Woojin Kim

@woojinrad

1 year

🤖 Want to learn more about #ChatGPT & #GenerativeAI at #SIIM23 ? Here are the sessions you should attend: 👉 👉 👉 👉 Want to see a #GenAI solution in #radiology ? 👉 Visit @radai #507

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Bardia Khosravi, MD

@BrdKhsrv

1 year

This is a serious issue with AI generated content. Other than this Bloomberg post, here is an interesting paper focusing on #StableDiffusion inherent biases: #Bias #GenerativeAI

Leonardo

@Leonardonclt

1 year

🚨Generative AI has a serious problem with bias🚨 Over months of reporting, @dinabass and I looked at thousands of images from @StableDiffusion and found that text-to-image AI takes gender and racial stereotypes to extremes worse than in the real world. 🧵 1/13

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Bardia Khosravi, MD

@BrdKhsrv

2 years

@AwanRad presenting a personal case study of the opportunities of social media! @yaniv34 providing some tips on having a professional social profile.

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Bardia Khosravi, MD

@BrdKhsrv

1 year

Give this a try (with some medical images), it is 🤯! I am thinking for a first pass, rough annotation draft this can be used very effectively. Based on the paper, each image can be segmented in 50 milliseconds (once embedded).

AI at Meta

@AIatMeta

1 year

Today we're releasing the Segment Anything Model (SAM) — a step toward the first foundation model for image segmentation. SAM is capable of one-click segmentation of any object from any photo or video + zero-shot transfer to other segmentation tasks ➡️

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Bardia Khosravi, MD

@BrdKhsrv

3 months

It is worthwhile to mention some of the #OpenSource tools used for creating ground truths in radiology: 🎨 #Segmentation : ITKSnap, 3DSlicer 📦 #ObjectDetection : LabelMe 🩻 #Classification : CheXpertLabeler, X-Raydar Credit goes to @shanli_vahdati , stay tuned for more! #RadAIchat

Radiology: Artificial Intelligence

@Radiology_AI

3 months

T2. How are ground truth datasets created in #radiology #AI ? #RadAIchat