MICCAI Hackathon retweeted
Thrilled to announce the start of the Shifts Challenge 2022 on uncertainty estimation under distributional shift! Medical imaging is one of the tracks with segmentation of white matter lesions in brain MRI scans. Have look and join our efforts to create a vibrant community 🔥🔥🔥
[1] The Shifts Project is proud to launch the Shifts Challenge 2022, which examines robustness to distributional shift and uncertainty quality in two high-risk tasks of great societal importance. To take part, go to our site on Grand Challenge shifts.grand-challenge.org .
On 3rd/4th September it is again time for some hacking! Join us for the third edition of the MICCAI Hackathon. We have prepared 5 exciting tasks. Visit miccai-hackathon.com to register and find out more!
#MICCAI #MICCAIHackathon @MiccaiStudents @MICCAI_Society
The black-box nature of deep learning models inhibits their translation into the clinical environment. In task 4, you perform an associative analysis of features extracted by neural networks and semantic features annotated by clinicians. Mentors: Francisco, Tânia, Hélder.
Images are not the only sources of clinical information available. Combining complementary diagnostic data might yield more robust predictive models. In task 3, you investigate integrated diagnostics for missing and longitudinal data. Mentors: Zuhir, @S_Trebeschi, @Sean1987
MICCAI Hackathon retweeted
Together with @AndreyMalinin, and @MeriBach we are prepping up interesting challenges for you.
Checkout the hackathon repo: github.com/maragraziani/micc… and shifts.ai. [3/3]
MICCAI Hackathon retweeted
Join us on 🗓️03.09 for talks, discussion and technical support👩💻.
Even more exciting, this event is part of the longer term @ShiftsProject, on studying model robustness and uncertainty in real-world data with domain shifts.
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MICCAI Hackathon retweeted
Any plans for this weekend? Let me challenge you. Register to @miccaihackathon and try Task 1. We worked hard to gather data and create baselines that will let you study domain shifts among clinical annotators.
How much is model uncertainty influenced by annotator bias? [1/3]
Researchers often face limited training data when translating medical image computing methods to a new clinical application. In task 2, you aim at localizing target structures in head CT to facilitate manual annotation. Mentor: Daniel Erpenbeck
Annotators performing manual segmentation may follow slightly different annotation procedures, introducing bias in the learning process. In Task 1, you will investigate these domain shifts in white matter lesion segmentation. Mentors: @mormontre and @henmueller1
We had a wonderful hackathon weekend with six exciting contributions. Have a look at youtube.com/playlist?list=PL…
Congratulations to the winning team HIT for their contribution "Show Me Consistency! Increasing the consistency and quality of annotations", see youtu.be/QfLplg4Zbqk
The MICCAI Hackathon started, we are looking forward to exciting two days! Check out the welcome session if you are interested. Registration is still possible at 2021.miccai-hackathon.com/
youtube.com/watch?v=Kb6AR5VE…
Some spare time on Oct. 23/24? Join us for the MICCAI hackathon weekend and work on tasks related to ‘bridging the gap to the clinics’. Best contribution wins 500 USD. Visit miccai-hackathon.com/ to register and for more info.
While working on your task, within a team or individually, you will get inputs and guidance from mentors: 1) @KlausKades, 2) @c_f_baumgartner, 3) @conjeti, 4) Miguel José Monteiro, 5) @mckinley_scan.
Interested in bridging the gap to the clinics and moving MICCAI methods towards clinical application? Do not miss the kick-off of the MICCAI Hackathon on next Monday, September 27 at 09:05 UTC @MICCAI_Society @MiccaiStudents @MiccaiS #MICCAI2021 #MICCAIHackathon2021
The second keynote speaker will be Prof. Dr. Klaus Maier-Hein @maierhein, Head of Medical Imaging Computing at @mic_dkfz. He will discuss the development and deployment of the JIP (joint imaging platform) for federated data analytics – also known as the kaapana platform.
Did we get your attention? Join our kick-off event at miccai2021.pathable.eu/meeti… and look for more information at our website on how to register for the hackathon weekend 2021.miccai-hackathon.com/