Aaron Lee
@aaronyleeRetina Specialist, AI / ML / Deep Learning. C. Dan and Irene Hunter Endowed Professor of Ophthalmology. University of Washington
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The inhome environmental sensor has some really interesting data and could give a lot more information about each individual’s exposome!
#ICYMI: from @UW, Cecilia Lee, @aaronylee & collaborators released the first data from a study of biomarkers and environmental factors that might influence the development of type 2 diabetes. @uwsomwwami #Bridge2AI @NatMetabolism: go.nature.com/3YU79qh
And read about our Marker Paper here! nature.com/articles/s4225…
Read all about the latest #ArtificialIntelligence ready #data release by @aaronylee & team @UWMedicine! This dataset on Type 2 #diabetes will help researchers use #AI/#ML to discover new insights. bit.ly/3YKXm4L
#AIREADI Y2 data for #Bridge2AI is now live for download with >165,000 files, 2TB of data on #diabetes on >1000 people. Our marker paper was also published today at @NatMetabolism! rdcu.be/dZyyH Request access: aireadi.org #medtwitter #DataScience #AI
Retinal vessel plexus differentiation based on OCTA using deep learning ow.ly/S7GO50T9Kn8 @aaronylee #ophthalmology
If you use #datasets for #AI in #MedicalResearch, please help us understand whether Datasheets, Healthsheets, data card, data nutrition label, and accountability are best for #Transparency with this survey: ucsd.co1.qualtrics.com/jfe/form/SV_e8…
Excited to share OCTCube (arxiv.org/abs/2408.11227), the first *3D* foundation model for retinal OCT images. OCTCube is trained on 26k 3D OCT volumes encompassing 1.62 million 2D images. OCTCube achieved significantly best performance on 27 out of 29 tasks.
Thank you to everyone who came to #ARVO2024 in Seattle this year! It was an amazing conference and wonderful to see everyone again. So much brilliant work in the field for data science and AI in eyecare from around the world!
.@NIH_CommonFund #Bridge2AI F2F @aaronylee presenting on AI-READI (aireadi.org) - I’m proud of our collaborative work on new health data license- we consider downstream implications of AI - w/ Barbara Evans, Jorge Contreras, @SammHurstPhD @fairdataihub & Cecilia Lee
April 18 and 19: @NIH_CommonFund Bridge2AI open house. Great opportunity for scientists, ethicists, coders, and clinicians, and others to learn about these flagship biomedical datasets & using them to answer big questions. Register: bit.ly/3xavrkA
Please come join us as we have our first open house for the NIH #Bridge2AI Program!!
If you're interested in #AI, want to learn about incredible multimodal biomedical datasets for analysis, and want to discuss key challenges (e.g., utility, ethics): Apply to attend the @NIH #Bridge2AI Open House (4/18-4/19, in-person or remote): web.cvent.com/event/c76c9ca6…
Excited that our @DiabetesCareADA review paper and illustration on #AI was referenced by Forbes News! Congrats to @anand_e_rajesh diabetesjournals.org/care/article/4…
Screening programs play a critical role in preventing complications of diabetic retinopathy, and the efficacy of these programs can be enhanced through artificial intelligence (AI). buff.ly/3SRzbjO
Lack of adoption of ocular imaging standards (DICOM) is bad for research & clinical care. @NatEyeInstitute @US_FDA @ONC_HealthIT have developed a roadmap for interoperability together. We will consider this strongly in future research grants @AAOjournal: sciencedirect.com/science/articl…
Bridge2AI F2F in the city of the stars ✨✨
Everyone! If you know anyone who is interested in taking a supported year off to learn more about AI/ML, please ask them to apply to our internship program!
Applications are open for our NIH-funded mentored research internship program in #AI and #DataScience as part of the @NIH @Bridge2AI program! Applications open until Jan 15, 2024: shileyeye.ucsd.edu/research/ai_re…
Very interesting paper: using generative AI to produce text or images emits 3 to 4 orders of magnitude *less* CO2 than doing it manually or with the help of a computer. arxiv.org/abs/2303.06219
It was an honor to play a small part on this "foundational" work! #datascience #Ophthalmology #ophtwitter
1/ 🚨🚨 New paper alert 🚨🚨 Introducing RETFound, a foundation model for ophthalmology We’re super excited about this and hope it will act as a #Cornerstone for global efforts to prevent blindness through #AI @UCLeye @Moorfields #OpenAccess @Nature nature.com/articles/s4158…
#opensource'd a #3Dprinting repo for teaching #cataractsurgery to residents - a fully parametrized model for the lens. Will hopefully add different steps of the surgery in the future! github.com/ayl/lens3d #MedTwitter #Match2024 #MedEd #ophthotwitter @EyeRes_ @ophtho_res
.@UW Dr. Cecilia Lee highlighting @NIH #Bridge2AI & our B2AI project #AIREADI (@uw @OHSUKnight @Stanford @NativeBio @UCSanDiego CALMI2 @JohnsHopkins @UABNews )
This was a wonderful session! It would be wonderful to build stronger bridges of collaboration particularly in these pressing disease areas such as myopia.
Great joint session at Asia-Pacific Academy of Ophthalmology among @APAOphth-@aao_ophth-@NatEyeInstitute #APAO2023 Explored potential collaborations in areas including #myopia, data sharing, #AI. Speakers shown in photo, along with Judy Kim (@asrsdocs) and Dan Briceland (AAO).
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