PhD candidate at #MECLabTUDA, @CS_TUDarmstadt | MED-NCA (github.com/MECLabTUDA/M3D-NCโ€ฆ) โ† IPMI Francois Erbsmann Prize & MICCAI Young Scientist Award

Joined February 2022
33 Photos and videos
Pinned Tweet
12 Oct 2023
I feel truly honored to have received the #MICCAI2023 ๐’€๐’๐’–๐’๐’ˆ ๐‘บ๐’„๐’Š๐’†๐’๐’•๐’Š๐’”๐’• ๐‘จ๐’˜๐’‚๐’“๐’…. 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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John Kalkhof retweeted
๐ŸŽฅ 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! ๐Ÿ”— youtube.com/playlist?list=PLโ€ฆ #MICCAI #MICCAI2024
๐Ÿ“ฃAnnouncing the next #MICCAI webinar! Join our panel discussion from our PhD Thesis Madness finalists on navigating the PhD journeyโ€”from topic selection to thesis writing! ๐Ÿ“… Thursday 7 November โฐ 5-6pm UTC Registration is free and required! ๐Ÿ”—us02web.zoom.us/webinar/regiโ€ฆ ๐Ÿงต(1/3)
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31 Oct 2024
I will be a panelist at next week's @MiccaiStudents Webinar. Join on Thursday ๐Ÿ“… 7 November โฐ 5-6pm Register: us02web.zoom.us/webinar/regiโ€ฆ

๐Ÿ“ฃAnnouncing the next #MICCAI webinar! Join our panel discussion from our PhD Thesis Madness finalists on navigating the PhD journeyโ€”from topic selection to thesis writing! ๐Ÿ“… Thursday 7 November โฐ 5-6pm UTC Registration is free and required! ๐Ÿ”—us02web.zoom.us/webinar/regiโ€ฆ ๐Ÿงต(1/3)
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11 Oct 2024
An exceptional #MICCAI has come to an end, and I had an amazing time! Great to see the increase in #NCA papers this year. If you missed our poster, check out our paperโ€”we demonstrated full training and unsupervised finetuning on a smartphone! ๐Ÿ“ฑ
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11 Oct 2024
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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7 Oct 2024
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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4 Oct 2024
Excited to be a finalist in the PhD Thesis Madness at #MICCAI2024! Looking forward to presenting on ๐ƒ๐ž๐ฆ๐จ๐œ๐ซ๐š๐ญ๐ข๐ณ๐ข๐ง๐  ๐‹๐ž๐š๐ซ๐ง๐ข๐ง๐  ๐ฐ๐ข๐ญ๐ก ๐๐ž๐ฎ๐ซ๐š๐ฅ ๐‚๐ž๐ฅ๐ฅ๐ฎ๐ฅ๐š๐ซ ๐€๐ฎ๐ญ๐จ๐ฆ๐š๐ญ๐š. #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 โฐ 8 October, starts at 12:30pm ๐Ÿ“ Oliveraie Meeting Room Find out more! ๐Ÿงต(1/6)
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John Kalkhof retweeted
3 Oct 2024
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 ๐Ÿคฉ Starting at 13.30 pm ๐Ÿ•œ๐Ÿ‡ฒ๐Ÿ‡ฆ
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 ๐Ÿฅ@MICCAI_Society
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11 Jul 2024
I will be presenting our work on lightweight and robust segmentation with #NeuralCellularAutomata at the RISE Journal Club, ๐Ÿ—“๏ธ Saturday at 4pm @MICCAI_Society, @CS_TUDarmstadt, @anirbanakash
5 Jul 2024
๐Ÿ“ขNext Journal Club session: July 13th, 4:00 pm (CET) Paper: J. Kalkhof et al. โ€œM3D-NCA: Robust 3D Segmentation with Built-In Quality Controlโ€ Lead by: Mr John Kalkhof, TU Darmstadt
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21 Jun 2024
Our paper ๐—จ๐—ป๐˜€๐˜‚๐—ฝ๐—ฒ๐—ฟ๐˜ƒ๐—ถ๐˜€๐—ฒ๐—ฑ ๐—ง๐—ฟ๐—ฎ๐—ถ๐—ป๐—ถ๐—ป๐—ด ๐—ผ๐—ณ ๐—ก๐—ฒ๐˜‚๐—ฟ๐—ฎ๐—น ๐—–๐—ฒ๐—น๐—น๐˜‚๐—น๐—ฎ๐—ฟ ๐—”๐˜‚๐˜๐—ผ๐—บ๐—ฎ๐˜๐—ฎ ๐—ผ๐—ป ๐—˜๐—ฑ๐—ด๐—ฒ ๐——๐—ฒ๐˜ƒ๐—ถ๐—ฐ๐—ฒ๐˜€ has been accepted at #MICCAI2024. More information will follow soon. @amin_ranem, @anirbanakash, @CS_TUDarmstadt, @Hessian_AI, @MICCAI_Society
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John Kalkhof retweeted
10 Jun 2024
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. ๐Ÿ™
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21 May 2024
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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8 May 2024
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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19 Apr 2024
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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John Kalkhof retweeted
๐Ÿšจ Reminder: Our webinar is happening tomorrow! A Panel Discussion on the Trips & Tips of MICCAI Review, Rebuttal, Challenge, and Workshop! โฐ 3:00-4:30 pm UTC. ๐Ÿ”— Register now: us02web.zoom.us/webinar/regiโ€ฆ #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! ๐Ÿ“…Join us Friday Aprilย 5th, 3:00 - 4:30 PM UTC. ๐Ÿ”—Registration is free & open to everyone: us02web.zoom.us/webinar/regiโ€ฆ ๐Ÿงต(1/3)
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25 Mar 2024
Our students tested Growing NCA by @zzznah on the Sierpinski triangle๐Ÿ”บ, 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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18 Mar 2024
Delighted to announce Iโ€™m a panelist for @MiccaiStudents' next Webinar on the MICCAI Review, Rebuttal, Challenge, & Workshop. ๐Ÿ—“๏ธ April 5, 3:00-4:30 PM UTC. Looking forward to sharing insights & discussions. #MICCAI Free registration: us02web.zoom.us/webinar/regiโ€ฆ.

Happy to announce the next #MICCAI Student Board Webinar - A Panel Discussion on the Trips & Tips of MICCAI Review, Rebuttal, Challenge, and Workshop! ๐Ÿ“…Join us Friday Aprilย 5th, 3:00 - 4:30 PM UTC. ๐Ÿ”—Registration is free & open to everyone: us02web.zoom.us/webinar/regiโ€ฆ ๐Ÿงต(1/3)
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John Kalkhof retweeted
Ending a wonderful winterโ„๏ธsemester of #deeplearning for #medicalimaging in @CS_TUDarmstadt. The poster presentation with demos were amazing. Big shout out to the increasing number of๐Ÿ‘ฉโ€๐Ÿ’ป. Let's hope the positive trends continue.
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John Kalkhof retweeted
12 Jan 2024
Happy New Year from the MICCAI Student Board!๐ŸŽ‰ 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
๐ŸŽ‰ Happy New Year from the MICCAI Student Board! ๐ŸŽ‰ 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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John Kalkhof retweeted
11 Jan 2024
I am very happy to be part of the great MSB and being responsible for overseeing the Academia&Industry Events this year! ๐Ÿ™‚
๐ŸŽ‰ Happy New Year from the MICCAI Student Board! ๐ŸŽ‰ 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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9 Jan 2024
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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