John Kalkhof
@kalkjo
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PhD candidate at #MECLabTUDA, @CS_TUDarmstadt | MED-NCA (https://t.co/qoA9lYiVoE) โ IPMI Francois Erbsmann Prize & MICCAI Young Scientist Award
Joined February 2022
I feel truly honored to have received the #MICCAI2023 ๐๐๐๐๐ ๐บ๐๐๐๐๐๐๐๐ ๐จ๐๐๐๐
. It was amazing to see so many people excited by NCAs. Special thanks to @anirbanakash and the whole #MECLabTUDA for all their support. @CS_TUDarmstadt, @Hessian_AI, @MiccaiStudents
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๐ฅ Did you miss our latest webinar? Don't worry! You can find it, along with our previous webinars, on our YouTube Channel! Subscribe now and stay in the loop! ๐ https://t.co/VAO69x2H92
#MICCAI #MICCAI2024
๐ฃAnnouncing the next #MICCAI webinar! Join our panel discussion from our PhD Thesis Madness finalists on navigating the PhD journeyโfrom topic selection to thesis writing! ๐
Thursday 7 November โฐ 5-6pm UTC Registration is free and required! ๐ https://t.co/N9utlhp4qD ๐งต(1/3)
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I will be a panelist at next week's @MiccaiStudents Webinar. Join on Thursday ๐
7 November โฐ 5-6pm Register:
๐ฃAnnouncing the next #MICCAI webinar! Join our panel discussion from our PhD Thesis Madness finalists on navigating the PhD journeyโfrom topic selection to thesis writing! ๐
Thursday 7 November โฐ 5-6pm UTC Registration is free and required! ๐ https://t.co/N9utlhp4qD ๐งต(1/3)
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Big thanks to @MiccaiStudents for all the hard work behind the events and for organizing the #PhDMadness, which I had the pleasure of participating in!
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I will present our poster on: Unsupervised Training of Neural Cellular Automata on Edge devices in the first poster session of #MICCAI at 10:30. The location is M-AM-271 (@anirbanakash , @amin_ranem, @CS_TUDarmstadt)
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Excited to be a finalist in the PhD Thesis Madness at #MICCAI2024! Looking forward to presenting on ๐๐๐ฆ๐จ๐๐ซ๐๐ญ๐ข๐ณ๐ข๐ง๐ ๐๐๐๐ซ๐ง๐ข๐ง๐ ๐ฐ๐ข๐ญ๐ก ๐๐๐ฎ๐ซ๐๐ฅ ๐๐๐ฅ๐ฅ๐ฎ๐ฅ๐๐ซ ๐๐ฎ๐ญ๐จ๐ฆ๐๐ญ๐. #MICCAI
We're excited to announce the participants for our PhD Thesis Madness Event at #MICCAI2024! Attendees will have the chance to vote for the best presentations, so come and show your support! #MICCAI โฐ 8 October, starts at 12:30pm ๐ Oliveraie Meeting Room Find out more! ๐งต(1/6)
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Join us this Sunday, October 6th, at the Palmeraie Palace (room Tapace) for practical advice and hands-on sessions on designing AI systems for the clinical open world ๐คฉ Starting at 13.30 pm ๐๐ฒ๐ฆ
Are you at #Miccai2024? Join us this Sunday for our tutorial 'Clinical AI in the Real-World: From Data-Centric AI to Dynamic Learning'! I'm excited to present with @NabeelSeedat01 & @camgbus as we explore methods to make healthcare AI ready for the real world ๐ฅ@MICCAI_Society
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I will be presenting our work on lightweight and robust segmentation with #NeuralCellularAutomata at the RISE Journal Club, ๐๏ธ Saturday at 4pm @MICCAI_Society, @CS_TUDarmstadt, @anirbanakash
๐ขNext Journal Club session: July 13th, 4:00 pm (CET) Paper: J. Kalkhof et al. โM3D-NCA: Robust 3D Segmentation with Built-In Quality Controlโ Lead by: Mr John Kalkhof, TU Darmstadt
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Our paper ๐จ๐ป๐๐๐ฝ๐ฒ๐ฟ๐๐ถ๐๐ฒ๐ฑ ๐ง๐ฟ๐ฎ๐ถ๐ป๐ถ๐ป๐ด ๐ผ๐ณ ๐ก๐ฒ๐๐ฟ๐ฎ๐น ๐๐ฒ๐น๐น๐๐น๐ฎ๐ฟ ๐๐๐๐ผ๐บ๐ฎ๐๐ฎ ๐ผ๐ป ๐๐ฑ๐ด๐ฒ ๐๐ฒ๐๐ถ๐ฐ๐ฒ๐ has been accepted at #MICCAI2024. More information will follow soon. @amin_ranem, @anirbanakash, @CS_TUDarmstadt, @Hessian_AI, @MICCAI_Society
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I am extremely thankful for the supervision of my advisor and mentor, @anirbanakash. I also love to thank all the amazing colleagues and former colleagues from #meclabtuda, and all the amazing people who supported me along the way. ๐
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How do random activations in #NeuralCellularAutomata impact local information flow? In this clip, I explore how different fire rates affect the detection of red cells in the world. #NCA
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Thank you, @marazul , for hosting me! I had a fantastic time visiting the Labs of @EURECOM and @Inria. It was a pleasure to share my work on #NeuralCellularAutomata. Grateful for this opportunity!
We had the pleasure of hosting John Kalkhof @kalkjo, #MICCAI YSA 2023 and #IPMI 2023 Erbsmann award, to learn more about his work on efficient learning with neural cellular automata.
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Let's examine the robustness of MED-NCA. Even if parts of the input image are erased, MED-NCA still effectively segments the available part of the image. #MICCAI #MECLabTUDA @Hessian_AI
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๐จ Reminder: Our webinar is happening tomorrow! A Panel Discussion on the Trips & Tips of MICCAI Review, Rebuttal, Challenge, and Workshop! โฐ 3:00-4:30 pm UTC. ๐ Register now: https://t.co/OhcdB6Av23
#MICCAI #MICCAI2024
Happy to announce the next #MICCAI Student Board Webinar - A Panel Discussion on the Trips & Tips of MICCAI Review, Rebuttal, Challenge, and Workshop! ๐
Join us Friday Aprilย 5th, 3:00 - 4:30 PM UTC. ๐Registration is free & open to everyone: https://t.co/OhcdB6Av23 ๐งต(1/3)
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Our students tested Growing NCA by @zzznah on the Sierpinski triangle๐บ, trained on generating the lower half of randomly selected patches. The NCA model didn't see the area below the orange line during training. #NeuralCellularAutomata, @CS_TUDarmstadt
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Delighted to announce Iโm a panelist for @MiccaiStudents' next Webinar on the MICCAI Review, Rebuttal, Challenge, & Workshop. ๐๏ธ April 5, 3:00-4:30 PM UTC. Looking forward to sharing insights & discussions. #MICCAI Free registration: https://t.co/IDn6vqQlyh.
Happy to announce the next #MICCAI Student Board Webinar - A Panel Discussion on the Trips & Tips of MICCAI Review, Rebuttal, Challenge, and Workshop! ๐
Join us Friday Aprilย 5th, 3:00 - 4:30 PM UTC. ๐Registration is free & open to everyone: https://t.co/OhcdB6Av23 ๐งต(1/3)
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Ending a wonderful winterโ๏ธsemester of #deeplearning for #medicalimaging in @CS_TUDarmstadt. The poster presentation with demos were amazing. Big shout out to the increasing number of๐ฉโ๐ป. Let's hope the positive trends continue.
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Happy New Year from the MICCAI Student Board!๐ Excited about a year of new innovation and goals for the MSB at #MICCAI2024 Proud to step into the role of Vice-President, aiming to contribute more to our community Looking forward to an amazing year with you all! @MICCAI_Society
๐ Happy New Year from the MICCAI Student Board! ๐ As we embark on 2024, we extend our warmest wishes to the entire MICCAI community. May this year be filled with groundbreaking research, remarkable achievements, and continued health and success! #MICCAI2024 #NewYear
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I am very happy to be part of the great MSB and being responsible for overseeing the Academia&Industry Events this year! ๐
๐ Happy New Year from the MICCAI Student Board! ๐ As we embark on 2024, we extend our warmest wishes to the entire MICCAI community. May this year be filled with groundbreaking research, remarkable achievements, and continued health and success! #MICCAI2024 #NewYear
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Just discovered early segmentation results from mid-2022 on my drive! Using Neural Cellular Automata to predict 8 classes on the cityscapes dataset. Each cell reveals a different NCA channel. @CS_TUDarmstadt! #NeuralCellularAutomata
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