Peter Kamel, MD

Neuroradiologist @mdneurorads. Informatics Enthusiast #CIIP. Clinical Director @UM2ii. @Hopkins_Rad Alum

[Peter Kamel, MD @PeterKamelMD]

@Radiology_AI @khosravi_bardia @asellerg @eduardomjfarina Thank you! It was a pleasure #RadAIchat-ting with you @khosravi_bardia @asellerg
@eduardomjfarina

[Peter Kamel, MD @PeterKamelMD]

@Radiology_AI T5. The ethical landscape for AI is still evolving. Considerations will include copyright concerns, commercialization, legal and regulatory implications which are a variety of issues that are emerging as we better understand and use AI. #RadAIchat

[Peter Kamel, MD @PeterKamelMD]

@Radiology_AI T4. Unimodal models will likely be best for a specific focused task such as detection of intracranial hemorrhage whereas multimodal models will likely be more useful for more general tasks such as diagnosis and prognosis. #RadAIchat

[Peter Kamel, MD @PeterKamelMD]

@Radiology_AI T3. Multimodal AI will be held to the same scientific rigor and standard that is emerging in understanding and applying AI. This will consist of external validation with scientific peer review for algorithms developed in the research setting. #RadAIchat

[Peter Kamel, MD @PeterKamelMD]

@Radiology_AI I think one way to assist in development is for public datasets to not only include pure imaging data (which has historically been the most common) but to also include relevant clinical data (lab values, outcomes) that can be used in conjunction with the imaging. #RadAIchat

[Peter Kamel, MD @PeterKamelMD]

@khosravi_bardia @Radiology_AI @eduardomjfarina @asellerg Good question! I think it is tricky to try to balance multimodal in the computer science science sense with mulitmodality in the radiology sense. I think we may be relying on that "ality" ending for some time! #RadAIchat

[Peter Kamel, MD @PeterKamelMD]

@ShahriarFaghani @Radiology_AI Agreed! The closest thing to getting history, lab values, doing physical exam, and looking at images!

[Peter Kamel, MD @PeterKamelMD]

@ShahriarFaghani @Radiology_AI @khosravi_bardia @asellerg @eduardomjfarina @RSNA @MayoAILab Welcome @ShahriarFaghani!

[Peter Kamel, MD @PeterKamelMD]

@Radiology_AI @khosravi_bardia @asellerg @eduardomjfarina @RSNA Thank you for inviting me to participate in this #RadAIchat! I am a practicing Neuroradiologist at the University of Maryland and serve as the Clinical Director for the University of Maryland Medical Intelligent Imaging (UM2ii) Center, specializing in AI research in radiology.

[Radiology: Artificial Intelligence @Radiology_AI]

T - 1 hour: Don't miss tonight's #RadAIchat 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

[Radiology: Artificial Intelligence @Radiology_AI]

📅 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

[Inteligent Imaging Research Consortium @iir_Consortium]

Congratulations to our clinical director Dr. Peter Kamel @PeterKamelMD for receiving the 2023 Foundation of the ASNR Grant!! 🎉🎊

#ASNR @TheASNR

[Inteligent Imaging Research Consortium @iir_Consortium]

Did you know that some rocks can break waves? Our rock stars @EliotSiegel and @PaulYiMD are breaking waves at the SIIM 2023 award show! Major shoutouts to our technical director @vishwa_parekh & clinical director @PeterKamelMD!

@SIIM_Tweets #SIIM23 #SIIM2023

[The American Society of Neuroradiology @TheASNR]

Congrats to the 2023 Foundation of the #ASNR Grant recipients! The recipients will each receive $60,000 to fund their research. More information on the Grant program can be found at https://t.co/CDpdoku8T3.
@virginiabhill @liciapluna @PeterKamelMD @NancyPhamMD @theshadowfixer

[AIRE @AIRadEd]

Our Intermediate Special Topics in Radiology AI lectures are now available on our YouTube channel. Thank you again to our incredible lecturers. Stay tuned for more AI Education! https://t.co/gudP1lOVxv @flo_doo @PeterKamelMD @RADAIDIntl @CharityH4TW

[AIRE @AIRadEd]

In our intermediate special topics class, we will be taking a deeper dive on fundamental topics in AI. Join @PeterKamelMD on May 12 at 11:30am CST for “Intro to Convolutional Neuro Networks” Register here: https://t.co/VJWR537uZe

[Flo Doo, MD @flo_doo]

@AIRadEd @Radiology_AI @EuSoMII @futureradres Look forward to seeing folks there!

Excited to present along w this fantastic lineup, led by Dr Jordan Perchik 🥳
@PeterKamelMD @UM2ii @UABRadiology @TulaneRadiology @StanfordRad @Houmansotoudeh

+Will preview some items in upcoming @JACRJournal Practical AI issue by @asset25

[Peter Kamel, MD @PeterKamelMD]

@Radiology_AI @maguy_farhat @AsimKBagMD @joshyung @MelissaChenMD @SarthakPati Thank you! A pleasure chatting with you @maguy_farhat
@asimkbagmd
@joshyung
@MelissaChenMD
@SarthakPati

[Peter Kamel, MD @PeterKamelMD]

@SarthakPati Agreed -- it seems many models are unsure of their level of certainty and often arbitrary thresholds are set for binary decisions