MayoAILab @MayoAILab Twitter profile

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MayoAILab

2 years

We are excited to let you know that our lab is developing an educational website to help you learn how to apply deep learning methods to medical images. An electronic textbook combined with actual code to learn about #Deep_Learning ! #MIDeL_Book .

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MayoAILab

@MayoAILab

7 months

🎊Amazing day for our lab!🎊 Proud to announce that three of our fellows got matched in diagnostic #Radiology residency this year. 🎉Congrats, future radiologists, @PRouzrokh , @ShahriarFaghani , and @khosravi_bardia !

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MayoAILab

@MayoAILab

1 year

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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MayoAILab

@MayoAILab

6 months

During the eclipse, our lab meeting turned into a stellar viewing party! 🌓🌒🌘 The best way to shed light on our research is watching the sun hide!😄

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MayoAILab

@MayoAILab

5 months

A farewell lab meeting with pizza and conversations about the bright future of our fellows!🍕✨ Good luck in all your future endeavors, @KZhangMayo , @PRouzrokh , @ShahriarFaghani and @BrdKhsrv !🦾

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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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MayoAILab

@MayoAILab

10 months

Great job, team! #RSNA2023

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

@magnooj

10 months

3 cutting-edge and amazing #Rad #AI talks by @MayoAILab at #RSNA23 ! @MayoRadiology @RSNA @PRouzrokh @khosravi_bardia @ShahriarFaghani

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MayoAILab

@MayoAILab

2 years

Our team in MayoAILab provided a #tutorial series showing step-by-step, how to #install , #train , and #inference for #nnU_Net (in almost 30 minutes)! nnU-Net is a challenge-winning ticket for medical image #segmentation tasks in recent years. Check out:

nnU-Net Tutorials

www.youtube.com

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MayoAILab

@MayoAILab

2 years

We are the artificial intelligence (AI) lab at Mayo Clinic: a multidisciplinary lab dedicated to developing innovative machine learning tools for medical imaging analysis. #Artificialintelligene #Radiology

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MayoAILab

@MayoAILab

1 year

@PRouzrokh @ShahriarFaghani @shanlivahdati and @ManaMSF94 from our team had their projects presented at Mayo Clinic research day! Great event by @MayoMrfa ! #deeplearning #AI

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MayoAILab

@MayoAILab

1 year

Our Thursday meeting this week also doubled as a farewell event for two exceptional summer interns – Cooper Gamble ( @thecoopergamble ) and Ajay Misra ( @tamperable ). Wishing you both a brilliant future ahead! Best of luck!

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MayoAILab

@MayoAILab

2 years

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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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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MayoAILab

@MayoAILab

2 years

A nice day with many #DeepLearning discussions and presentations with students from the University of Wisconsin-EAU CLAIRE. The event ended with a great #PizzaParty ! #AI #collaboration

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MayoAILab

@MayoAILab

1 year

We're playing sand volleyball again!🏐 Wishing everyone a joyful Memorial Weekend!

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MayoAILab

@MayoAILab

2 years

A #DeepLearning algorithm developed by @PRouzrokh et al. from @MayoAILab and @Mayo_OSAIL can measure prosthesis subsidence on serial Xrays following total hip arthroplasty. Watch the demo below and read the published manuscript on @Radiology_AI :

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MayoAILab

@MayoAILab

2 years

If you are interested to learn how to apply #DeepLearning on #Medicalimaging FOR FREE, you can check out "Medical Image Deep Learning" (MIDeL) Massive open online course(MOOC)! Before starting, check out Dr. Erickson's introduction to the #MIDeLMOOC !

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MayoAILab

@MayoAILab

2 years

✨ Want to know how synthetic data can be useful in healthcare research? 📒 Check our lab's recent paper, published @JArthroplast . In this work, we show how #GenerativeAI can help with increasing model robustness in source domain:

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MayoAILab

@MayoAILab

1 year

Amazing work, @khosravi_bardia ! Congratulations!

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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MayoAILab

@MayoAILab

2 years

A #DeepLearning pipeline provided by @ShahriarFaghani et al. for the diagnosis of dysplasia in #Barrett ’s esophagus! An #ObjectDetection followed by a #Classification model for detecting the location and the class of dysplasia on whole slide imaging!

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MayoAILab

@MayoAILab

1 year

Our great team member! @khosravi_bardia

Radiology: Artificial Intelligence

@Radiology_AI

1 year

Expert panelists @pezlarson @Dr_ASChaudhari @giemmecci discuss the role of synthetic medical imaging data @Khosravi_Bardia #SyntheticData #MachineLearning #AI #PedsRad #SPR23

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MayoAILab

@MayoAILab

2 years

✅ Dr. Shahriar Faghani from @MayoAILab will deliver a digital presentation at #RSNA2022 on “Uncertainty Quantification in COVID-19 Detection Using Evidential Deep Learning”. 📆 Join the discussion session tomorrow, 9:00 am at the learning center. #UQ @ShahriarFaghani

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MayoAILab

@MayoAILab

2 years

We hope you are all having a nice relaxing 4th of July (at least those of you in the US). It is important to take time to enjoy life and the people around you. Our lab recently had an evening of sand volleyball to help take a break. #Radiology #4thOfJuly

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MayoAILab

@MayoAILab

2 years

Missing MRI sequences is a common bottleneck in applying #AI models. A solution was provided by @Giemmecci by synthesizing the missing MRI sequences using #GAN . You can find more information in our paper published in #Radiology .

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MayoAILab

@MayoAILab

2 years

We are proud to announce that our lab provided a collection on bias in #MachineLearning studies in 3 parts; data handling, model development, and performance evaluation. Please find the papers in the following link: #AIbias #Radiology @Radiology_AI

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MayoAILab

@MayoAILab

2 years

This year, at #RSNA22 , we will present nine projects from our lab and hold four different workshops. Congratulations to the lab, especially to @giemmecci @PRouzrokh , @KZhangMayo @ShahriarFaghani , @khosravi_bardia @shanlivahdati @ManaMSF94 for presenting on our team's behalf.

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MayoAILab

@MayoAILab

1 year

Congratulations to the all-star team, @giemmecci , @PRouzrokh , @yashbir143 , @khosravi_bardia , @ShahriarFaghani , @shanlivahdati , @magnooj , and @ManaMSF94 , for their well-deserved acceptance at @RSNA ! #Radiology Meeting you all at #RSNA23 !

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MayoAILab

@MayoAILab

2 years

For this new @Radiology_AI initiative, our lab director Dr. Brad Erickson @Slowvak introduces the concepts of probability, model calibration, and uncertainty quantification. Here is the link to the video:

Bits & Bytes: AI Models: Probability, Calibration, and Certainty

Radiology: AI Bits & Bytes provides short summaries of current research of AI applications in imaging. Follow @Radiology_AI on Twitter for updates.

www.youtube.com

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MayoAILab

@MayoAILab

1 year

To gain a thorough grasp of uncertainty quantification in #radiology and build #trutworthy Al, check out our recently published paper in Radiology. @radiology_rsna @MayoRadiology

Shahriar Faghani MD

@ShahriarFaghani

1 year

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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MayoAILab

@MayoAILab

2 years

Our great team member @KZhangMayo is now a member of 2022-23 #RadInTraining editorial board! Congratulations, @KZhangMayo ! A well deserved honor! @MayoRadiology @radiology_rsna @RadITrainEditor !

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MayoAILab

@MayoAILab

1 year

Congrats!

Shahriar Faghani MD

@ShahriarFaghani

1 year

Big thanks to @MayoMrfa for an amazing event at @MayoClinic ! It's an honor to receive the poster presenter award. Grateful to all my colleagues and mentors for their support @Slowvak @PrasadIyerMD @MayoAILab @MayoRadiology

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MayoAILab

@MayoAILab

1 year

In our latest study, we found that the pancreas fat distribution is highly heterogeneous, which means that the typical clinical practice of just looking at fat in small spots could be flawed! To learn more about this check out the paper: #deeplearning #AI

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MayoAILab

@MayoAILab

2 years

Recent publication of our team on MGMT prediction using #BraTS2021 dataset! congratulations, @ShahriarFaghani @khosravi_bardia @ManaMSF94 , and @giemmecci and Many thanks to @Slowvak , @MayoRadiology and @MayoClinicCIM ! #Glioblastoma #radiogenomics #JDI

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MayoAILab

@MayoAILab

2 years

In our latest publication in @SkeletalRadiol , we developed a #deeplearning tool for #detection of #multiplemyeloma lesion-the second most common #hematologic #Cancers -on WBCT. Thanks to all team and especially @ShahriarFaghani , @frbaffour , and @Slowvak !

A deep learning algorithm for detecting lytic bone lesions of multiple myeloma on CT

Skeletal Radiology - Whole-body low-dose CT is the recommended initial imaging modality to evaluate bone destruction as a result of multiple myeloma. Accurate interpretation of these scans to...

link.springer.com

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MayoAILab

@MayoAILab

2 years

❗️Checkout our new paper in @Radiology_AI : Using a #multimodal ML model, @khosravi_bardia & @PRouzrokh developed an end-to-end pipeline to predict post #THA dislocation risk, based on preoperative radiographs and a mixture of clinical variables.

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

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MayoAILab

@MayoAILab

2 years

✅ Dr. Shanli Vahdati from @MayoAILab will deliver a digital presentation at #RSNA2022 on “A multi-view Deep Learning-based Architecture for Thyroid Nodules Detection and Characterization”. 📆 Join the discussion session Today, 12:15 PM at the learning center. @shanlivahdati

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MayoAILab

@MayoAILab

2 years

✅ Dr. Bardia Khosravi from @MayoAILab will deliver a digital presentation at #RSNA2022 on a deep learning based pipeline for post-arthroplasty risk prediction from pre-op radiographs. 📆 Join the discussion session Today, 9:00am at the learning center. @khosravi_bardia

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MayoAILab

@MayoAILab

1 year

@ShahriarFaghani will be presenting an intriguing study on Uncertainty Quantification in Radiology. Be sure to join him at Room 9, Level 3 4:15 to stay up-to-date with the latest advancements in science. @SIIM Tweets #SIIM23

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MayoAILab

@MayoAILab

2 years

Very informative talk delivered by Dr. Erickson ( @Slowvak ) about "Opportunities and Challenges in the Application of #AI to #Radiology and Medicine" in the #AI4C Lecture Series @clindatsci . #DeepLearning #DeepFaking

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MayoAILab

@MayoAILab

1 year

Join the session “beyond #ChatGPT and dive into the vast potential of #GenerativeAl in #Medicallmaging ” today at 1:45 PM - ballroom C. @Slowvak @judywawira @SIIM_Tweets @radai #SIIM23

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MayoAILab

@MayoAILab

2 years

Catch Dr. Erickson's ( @Slowvak ) talk at International Conference on Signal Processing & Information Security( #ICSPIS ) 2022, #Dubai . He will talk about the present and future status of #AI role in #medical_imaging . @ebastaki @uniofdubai @MansoorWathiq

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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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MayoAILab

@MayoAILab

2 years

What do we need next for deploying high volume #AI in medicine? Learn about "# #HyperAutomation "; what is it, why do we need it, steps to it. @Slowvak #Processautomation #WorkFlowEngine #nextgeneration

HyperAutomation

HyperAutomation for High Volume AI; Steps to the next-generation AI tools deployment! What is hyperautomation? Why do we need it? Steps to it. Examples of it...

www.youtube.com

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MayoAILab

@MayoAILab

1 year

Our lab’s recent publication shows the potentials of #deeplearning application in distinguishing #adrenal carcinomas from adenomas using #CTimaging . Great work @yashbir143 ، and @ShahriarFaghani !

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MayoAILab

@MayoAILab

1 year

Interested in applying diffusion models to generate a radiology time machine?😎 Then Join @prouzrokh in his poster presentation on Friday at 9:30 AM to see how a highly valid and realistic post-arthroplasty pelvis Xray could be generated from a patient’s preop Xray👇 #SIIM23

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MayoAILab

@MayoAILab

2 years

Excited to share that, on Monday 28th, Dr. Bardley Erickson ( @Slowvak ) will moderate and present " #DeepLearning lab: MONAI - MedNIST Exam #Classification ". Other presenters: @kalpathy1 @KZhangMayo @RSNA @ProjectMONAI #RSNA2022

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MayoAILab

@MayoAILab

2 years

Delighted to share that this year, 3 of our team members( @giemmecci , @ShahriarFaghani , @ManaMSF94 ) will present their projects about #Gliobalstoma survival, MGMT, pseudoprogression, and #MRI missing sequences at 27th annual meeting of the society of neuro-oncology #SNO in Tampa!

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MayoAILab

@MayoAILab

2 years

Our lab members have recently developed a #DeepLearning learning model that can predict therapy response using post-surgical brain MRI in #glioblastoma . Special thanks to @Slowvak and @MayoRadiology ! #AI #Radiology #informatics

A deep learning model for discriminating true progression from pseudoprogression in glioblastoma...

Journal of Neuro-Oncology - Glioblastomas (GBMs) are highly aggressive tumors. A common clinical challenge after standard of care treatment is differentiating tumor progression from...

link.springer.com

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MayoAILab

@MayoAILab

2 years

A member of our team, @Jaidip01 , published an interesting paper about applying a #DeepLearning model on #ultrasound images to #segment median nerves and estimate their volume. A #Diagnostic biomarker for #CarpalTunnelSyndrome . Great work, @Jaidip01 !

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MayoAILab

@MayoAILab

2 years

✅Dr. Shahriar Faghani form @MayoAILab will deliver an oral presentation at #RSNA2022 on “A deep learning model for detection of multiple myeloma lesions using whole body CT-scan”. 📌Join his talk on Sunday, 9 AM at E451B. @ShahriarFaghani

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MayoAILab

@MayoAILab

1 year

Join us at #SIIM23 for @khosravi_bardia 's presentation on conditional radiograph generation and learn what this video represents? #GenerativeAl #DiffusionModels Don't miss this opportunity! ⏰ June 16th, 8:00 AM CST 🏢 R9 / L3 @SIIM_Tweets

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MayoAILab

@MayoAILab

1 year

Thought-provoking conversations we had and lasted for 2 hours! The new paper released by @nvidia team! Mixing imaging with prompts! What will be the use in #medicalimaging ? Great presentation @PRouzrokh !

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MayoAILab

@MayoAILab

1 year

Congratulations, @ShahriarFaghani for being selected as the education chair of @MayoMrfa ! Good luck!

Mayo Research Fellows’ Association (MRFA)

@MayoMrfa

1 year

Welcome to the new elected executive committee 2023-24! Congratulations, @DerekFFleming , @andresguillenlz , @3amrogram , @aastha_dheer , @ShahriarFaghani , @SoalehaShams , @GloriaSong88 , @Geovy2904 , @JuanEGarciaMD , @SebastianSantp , Dila and Hiroaki! 🎉🎊🫶

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MayoAILab

@MayoAILab

2 years

From our team, playing sand #volleyball 🏐, happy #weekend to you all! #rhyme

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MayoAILab

@MayoAILab

2 years

✅Dr. Mana Moassefi form @MayoAILab will deliver an oral presentation at #RSNA2022 on “A Multi-modal Deep Learning Model for Discriminating True Progression from Pseudoprogression in Glioblastoma Patients". 📌Join her talk on Monday, 1:30 PM at N226. @ManaMSF94

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MayoAILab

@MayoAILab

2 years

Exciting #competition ! Check this out: Identify cervical fractures from #CT_scans at both vertebra level and patient level! #RSNA22 @RSNA @TheASNR @The_ASSR @kaggle #kaggle #kagglecompetition

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MayoAILab

@MayoAILab

2 years

Our team has developed a "Multitask Brain Tumor Inpainting tool with Diffusion Models"! Just a lede to what is going to come out tomorrow! It's gonna be legen..(wait for it)...dary! #GenerativeAdversarialNetworks #inpainting #DDPMs

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MayoAILab

@MayoAILab

2 years

✅Dr. Pouria Rouzrokh form @MayoAILab and @Mayo_OSAIL will deliver an oral presentation at #RSNA2022 on “Applying Deep Learning to Establish a Total Hip Arthroplasty Radiography Registry: A Stepwise Approach”. 📌Join his talk on Sunday, 9 AM at E451B. @PRouzrokh

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MayoAILab

@MayoAILab

1 year

Tonight at 8 PM ET! Discussion about federated learning! #deeplearning #AI

Radiology: Artificial Intelligence

@Radiology_AI

1 year

Here is a sneak peek at the July #RadAIchat this Wed. Jul 5th at 8 PM ET on "Federated learning in #radiology #AI " moderated by @manamsf94 and featuring @khosravi_bardia @shahriarfaghani @FelipeKitamura #radiomics #ML #DL @cekahn @HElhalawaniMD

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MayoAILab

@MayoAILab

2 years

✅Dr. Gian Marco Conte will deliver an oral presentation at #RSNA2022 on “A Validation of Conditional and Super-Resolution Generative Adversarial Networks to Synthesize Brain MRI Sequences to Use for Volumetric Analysis of Brain Gliomas”. 📌Tuesday, 3 PM at E353C. @giemmecci

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MayoAILab

@MayoAILab

2 years

✨Interested in learning how to detect objects in medical imaging data using artificial intelligence? ✅Then feel free to attend Dr. Pouria Rouzrokh's two workshop sessions at RSNA2022 to learn about object detection models. 📌November 29 and 30, 10 - 11 AM, Learning Center

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MayoAILab

@MayoAILab

1 year

Join us at #SIIM23 for @khosravi_bardia 's presentation on anonymizing radiographs. Learn about why this is important (beyond patient privacy) and how we tackle this important challenge. Don't miss this opportunity! ⏰ June 14th, 4:15 PM CST 🏢 R9 / L3 @SIIM_Tweets

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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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MayoAILab

@MayoAILab

2 years

This year, At #SIIM22 our lab received several awards and honors: Dr. Bradley Erickson @Slowvak received the "Gold Medal of The Society Award" which is the highest award of the society for his outstanding accomplishments and achievements! Congratulations to our amazing mentor!

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MayoAILab

@MayoAILab

2 years

Our new member Ali Ganjizadeh, MD ( @magnooj ) joined our lab this week! Welcome, Ali, and we look forward to working with you!

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MayoAILab

@MayoAILab

1 year

Great news! Dr. Singh ( @yashbir143 ), our team member, will be presenting at @NYASciences conference this year. His #DL model, predicting liver decompensation over time in patients with primary sclerosing cholangitis #PSC has shown promising results. @Slowvak @ShahriarFaghani

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MayoAILab

@MayoAILab

1 year

Want to challenge your deep learning understanding and how good you are at avoiding bias in AI? Then join DL-GEM deep learning lab, where @PRouzrokh & @khosravi_bardia will invite you to a fun, challenging, and simulated educational game. 📆 June 16th ⏰1 PM, Level 3, Room 6

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MayoAILab

@MayoAILab

2 years

In this video @CCodipillyMD and @ShahriarFaghani discuss their recently published article “Development of a #deeplearning model for the histologic diagnosis of dysplasia in Barrett’s esophagus”. @Slowvak @PrasadIyerMD

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MayoAILab

@MayoAILab

2 years

To get some answers about clinical applications of #AI , you can check out this link to the expert panel discussion at the @MayoClinic Platform Conference:

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MayoAILab

@MayoAILab

2 years

This was done in collaboration with @Mayo_OSAIL . Kudos to @Khosravi_Bardia , @PRouzrokh and @ShahriarFaghani for doing this foundational study!

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MayoAILab

@MayoAILab

2 years

Dr. @ShahriarFaghani won the "2022 Helen and Paul Chang Foundation New Investigator Travel Award" for presenting several impactful projects in the field of radiology and informatics! Congratulations to our great team member @ShahriarFaghani !

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MayoAILab

@MayoAILab

2 years

Congrats to Dr. @PRouzrokh , Dr. @khosravi_bardia and other colleagues from our lab and @Mayo_OSAIL who have developed a #DeepLearning pipeline to organize over 800,000 radiographs. Feel free to read their work at the prestigious Journal of Bone and Joint Surgery, @jbjs .

MayoOSAIL

@Mayo_OSAIL

2 years

@khosravi_bardia @PRouzrokh Excellent work @khosravi_bardia !! We are so lucky to have such a great team! @MayoAILab @PRouzrokh @khosravi_bardia @Q_J_Johnson @ShahriarFaghani @vicverag @Slowvak @raditt839 @tauntonm @CodyWylesMD #AI #ArtificialIntelligence #ML #MachineLearning #DeepLearning

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MayoAILab

@MayoAILab

1 year

Congratulations, Dr. Yashbir Singh, on your remarkable achievement of winning the prestigious travel award! Additionally, it is with great pleasure that we acknowledge your appointment as Assistant Professor of Radiology at @MayoClinic !

Yashbir Singh, ME, PhD

@yashbir143

1 year

Excited to announce I received a travel grant from @NYASciences for the New Wave of AI in Healthcare Meeting 2023! Grateful for the opportunity to explore the latest advancements in AI and its impact on healthcare. #AIinHealthcare #NYAS #Grateful

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MayoAILab

@MayoAILab

2 years

At the #CMIMI22 event Dr. Erickson ( @Slowvak ) delivered a great talk about #AI ; probability, calibration, certainty, and finally #UncertaintyQuantification , which are the topics that our lab is actively working on these days. If curious watch minutes 1-15:

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MayoAILab

@MayoAILab

2 years

Check out Dr. Bradley Erickson's latest interview with @RSNA regarding our new publication on mitigating bias in data handling phase of #MachineLearning studies. @Slowvak

RSNA

@RSNA

2 years

With the increasing use of AI in radiology, it is critical to minimize bias within machine learning systems before implementing their use in real-world clinical scenarios. #RadAI

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MayoAILab

@MayoAILab

1 year

Congratulations to Dr. Jaidip Jagtap, Ph.D., and Dr. Fred Nugen, Ph. D. of @MayoClinic Radiology Research, on being appointed as Assistant Professor of Radiology by Mayo Clinic's Academic Appointments and Promotions Committee. Wish you success in this new role! #AcademicPromotion

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MayoAILab

@MayoAILab

2 years

A recent excellent publication by @ShahriarFaghani on applying #deeplearning for Barret's esophagus diagnosis! The following link will take you to the full paper:

Shahriar Faghani MD

@ShahriarFaghani

2 years

#Deeplearning makes diagnosis of Barret’s #esophagus using whole slide images more consistent. Thanks to all coauthors, especially my co-first author @CCodipillyMD for his hard work and @PrasadIyerMD and @Slowvak for their insightful guidance and support. @MayoAILab

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MayoAILab

@MayoAILab

2 years

This month's #RadAIchat is "an introduction to #QuantumMachineLearning " by Dr. Erickson ( @Slowvak ), @robertloredo , and @doctor_mayfield . This Wednesday, 8 pm EST! Looking forward to hearing your thoughts on this interesting topic! @Radiology_AI

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MayoAILab

@MayoAILab

2 years

Generate MRI images with #glioblastoma ( #GBM ) tumors! Remove the already existing tumors from the #MRI ! Watch this demo, to learn more about our team's newly-released app!

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MayoAILab

@MayoAILab

1 year

Great paper! #RadAIchat

Shahriar Faghani MD

@ShahriarFaghani

1 year

In this intriguing paper, an additional dimension of the relationship between #bias and #Federated_learning is explored. #RadAIchat @Radiology_AI

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MayoAILab

@MayoAILab

1 year

Great news, @khosravi_bardia ! Congratulations!

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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MayoAILab

@MayoAILab

2 years

Please watch this short video from @pair_medicine to learn about one of our recent publications at @Radiology_AI , first authored by Dr. @khosravi_bardia . This study uses #DeepLearning to predict the risk of implant dislocation following total hip arthroplasty.

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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MayoAILab

@MayoAILab

1 year

Great work, Dr. Singh!

Yashbir Singh, ME, PhD

@yashbir143

1 year

Thank you @NYASciences @AIHealthMtSinai Special thanks to @ShahriarFaghani @MayoAILab #AIHealth23

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MayoAILab

@MayoAILab

2 years

One of our team members, @yashbir143 , had an excellent presentation in the "Novelties in Hepatobiliary Imaging" session at the recent European Congress of Radiology #ECR2022 held by @myESR . Congratulations and great work, @yashbir143 !

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MayoAILab

@MayoAILab

2 years

This is an introduction to this paper, if you are interested to know more about this state of art #deeplearning tool for diagnosing #barrettesophagus you can read full paper on: #AI #pathology

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MayoAILab

@MayoAILab

2 years

Dr. Gian Marco Conte's paper ( @giemmecci ) received an honorable mention for the "Best Student Paper Award". His amazing work using #radiomics on #glioblastomas is fantastic and highly appreciated. Congrats to our fantastic lab member, @giemmecci !

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MayoAILab

@MayoAILab

2 years

Finally, we thank @SIIM_Tweets for this great event and @MayoRadiology for all their support! #DeepLearning #AI #informatics #Radiology

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MayoAILab

@MayoAILab

2 years

Congratulations!

Pouria Rouzrokh, MD, MPH, MHPE

@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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MayoAILab

@MayoAILab

2 years

If you like to learn more about how we developed the newly released multitask brain tumor #inpainting tool, you can read the details in the published manuscript using the link below: #DeepLearning #Generativemodels #DDPMs #MRI #Gliobalstoma

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MayoAILab

@MayoAILab

2 years

From our lab, @KZhangMayo , proposed a framework called SOUP-GAN: Super-Resolution #MRI Using #GenerativeAdversarialNetworks With SOUP-GAN you can normalize medical imaging data with an arbitrarily floating sampling ratio. #mdpitomography

SOUP-GAN: Super-Resolution MRI Using Generative Adversarial Networks

There is a growing demand for high-resolution (HR) medical images for both clinical and research applications. Image quality is inevitably traded off with acquisition time, which in turn impacts...

www.mdpi.com

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MayoAILab

@MayoAILab

2 years

To watch the full video, click on the link below: #AI #Radiology #DeepLearning

Introduction to DDPMs (Denoising Diffusion Probabilistic Models) &...

Denoising Diffusion Probabilistic Models (DDPMs) are a recently introduced family of deep learning generative models.This video is produced at MayoAILab. To ...

www.youtube.com

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MayoAILab

@MayoAILab

2 years

We applied denoising diffusion probabilistic models( #DDPMs ) to develop a "Multitask #BrainTumor #Inpainting Tool" You can #generate necrotic, enhancing, and non-enhancing components and edema with the size that you choose! Try it with the link below:

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MayoAILab

@MayoAILab

2 years

@ShahriarFaghani presented his model at #CMIMI22 for predicting GBM overall survival based on post-operative brain #MRI which showed secondary progression after the first tumor resection. Interesting work!