John Kalkhof (@kalkjo) profile picture

John Kalkhof

@kalkjo

PhD candidate at #MECLabTUDA, @CS_TUDarmstadt | MED-NCA (https://nitter.cf/t.co/qoA9lYiVoE) ← IPMI Francois Erbsmann Prize & MICCAI Young Scientist Award

Joined February 2022
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Photo by John Kalkhof (@kalkjo)Photo by John Kalkhof (@kalkjo)Photo by John Kalkhof (@kalkjo)Photo by John Kalkhof (@kalkjo)Photo by John Kalkhof (@kalkjo)Photo by John Kalkhof (@kalkjo)Photo by John Kalkhof (@kalkjo)Photo by John Kalkhof (@kalkjo)Photo by John Kalkhof (@kalkjo)Photo by John Kalkhof (@kalkjo)
I feel truly honored to have received the #MICCAI2023 𝒀𝒐𝒖𝒏𝒈 𝑺𝒄𝒊𝒆𝒏𝒕𝒊𝒔𝒕 𝑨𝒘𝒂𝒓𝒅. 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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🎥 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! 🔗 youtube.com/playlist?list=PL… #MICCAI #MICCAI2024
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MICCAI Students (@MiccaiStudents) profile pictureMICCAI Students@MiccaiStudents30 Oct 2024
📣Announcing the next #MICCAI webinar! Join our panel discussion from our PhD Thesis Madness finalists on navigating the PhD journey—from topic selection to thesis writing! 📅 Thursday 7 November ⏰ 5-6pm UTC Registration is free and required! 🔗us02web.zoom.us/webinar/regi… 🧵(1/3)
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I will be a panelist at next week's @MiccaiStudents Webinar. Join on Thursday 📅 7 November ⏰ 5-6pm Register: us02web.zoom.us/webinar/regi…
MICCAI Students (@MiccaiStudents) profile pictureMICCAI Students@MiccaiStudents30 Oct 2024
📣Announcing the next #MICCAI webinar! Join our panel discussion from our PhD Thesis Madness finalists on navigating the PhD journey—from topic selection to thesis writing! 📅 Thursday 7 November ⏰ 5-6pm UTC Registration is free and required! 🔗us02web.zoom.us/webinar/regi… 🧵(1/3)
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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 paper—we demonstrated full training and unsupervised finetuning on a smartphone! 📱
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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)
Image from John Kalkhof (@kalkjo)
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Excited to be a finalist in the PhD Thesis Madness at #MICCAI2024! Looking forward to presenting on 𝐃𝐞𝐦𝐨𝐜𝐫𝐚𝐭𝐢𝐳𝐢𝐧𝐠 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 𝐰𝐢𝐭𝐡 𝐍𝐞𝐮𝐫𝐚𝐥 𝐂𝐞𝐥𝐥𝐮𝐥𝐚𝐫 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐚. #MICCAI
MICCAI Students (@MiccaiStudents) profile pictureMICCAI Students@MiccaiStudents3 Oct 2024
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 ⏰ 8 October, starts at 12:30pm 📍 Oliveraie Meeting Room Find out more! 🧵(1/6)
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John Kalkhof retweeted
PILM (@ContinualMedAI) profile picture
PILM@ContinualMedAI3 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 🤩 Starting at 13.30 pm 🕜🇲🇦
Image from PILM (@ContinualMedAI)
Mihaela van der Schaar (@MihaelaVDS) profile pictureMihaela van der Schaar@MihaelaVDS3 Oct 2024
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 🏥@MICCAI_Society
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I will be presenting our work on lightweight and robust segmentation with #NeuralCellularAutomata at the RISE Journal Club, 🗓️ Saturday at 4pm @MICCAI_Society, @CS_TUDarmstadt, @anirbanakash
RISE MICCAI (@RMiccai) profile pictureRISE MICCAI@RMiccai5 Jul 2024
📢Next Journal Club session: July 13th, 4:00 pm (CET) Paper: J. Kalkhof et al. “M3D-NCA: Robust 3D Segmentation with Built-In Quality Control” Lead by: Mr John Kalkhof, TU Darmstadt
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Our paper 𝗨𝗻𝘀𝘂𝗽𝗲𝗿𝘃𝗶𝘀𝗲𝗱 𝗧𝗿𝗮𝗶𝗻𝗶𝗻𝗴 𝗼𝗳 𝗡𝗲𝘂𝗿𝗮𝗹 𝗖𝗲𝗹𝗹𝘂𝗹𝗮𝗿 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗮 𝗼𝗻 𝗘𝗱𝗴𝗲 𝗗𝗲𝘃𝗶𝗰𝗲𝘀 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
Moritz Fuchs (@mofuchs1) profile picture
Moritz Fuchs@mofuchs110 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. 🙏
Image from Moritz Fuchs (@mofuchs1)
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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!
Maria A. Zuluaga (@marazul) profile pictureMaria A. Zuluaga@marazul8 May 2024
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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🚨 Reminder: Our webinar is happening tomorrow! A Panel Discussion on the Trips & Tips of MICCAI Review, Rebuttal, Challenge, and Workshop! ⏰ 3:00-4:30 pm UTC. 🔗 Register now: us02web.zoom.us/webinar/regi… #MICCAI #MICCAI2024
MICCAI Students (@MiccaiStudents) profile pictureMICCAI Students@MiccaiStudents18 Mar 2024
Happy to announce the next #MICCAI Student Board Webinar - A Panel Discussion on the Trips & Tips of MICCAI Review, Rebuttal, Challenge, and Workshop! 📅Join us Friday April 5th, 3:00 - 4:30 PM UTC. 🔗Registration is free & open to everyone: us02web.zoom.us/webinar/regi… 🧵(1/3)
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Our students tested Growing NCA by @zzznah on the Sierpinski triangle🔺, 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 I’m a panelist for @MiccaiStudents' next Webinar on the MICCAI Review, Rebuttal, Challenge, & Workshop. 🗓️ April 5, 3:00-4:30 PM UTC. Looking forward to sharing insights & discussions. #MICCAI Free registration: us02web.zoom.us/webinar/regi….
MICCAI Students (@MiccaiStudents) profile pictureMICCAI Students@MiccaiStudents18 Mar 2024
Happy to announce the next #MICCAI Student Board Webinar - A Panel Discussion on the Trips & Tips of MICCAI Review, Rebuttal, Challenge, and Workshop! 📅Join us Friday April 5th, 3:00 - 4:30 PM UTC. 🔗Registration is free & open to everyone: us02web.zoom.us/webinar/regi… 🧵(1/3)
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Ending a wonderful winter❄️semester of #deeplearning for #medicalimaging in @CS_TUDarmstadt. The poster presentation with demos were amazing. Big shout out to the increasing number of👩‍💻. Let's hope the positive trends continue.
Image from Anirban Mukhopadhyay (@anirbanakash)
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John Kalkhof retweeted
Moritz Fuchs (@mofuchs1) profile picture
Moritz Fuchs@mofuchs112 Jan 2024
Happy New Year from the MICCAI Student Board!🎉 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
MICCAI Students (@MiccaiStudents) profile pictureMICCAI Students@MiccaiStudents11 Jan 2024
🎉 Happy New Year from the MICCAI Student Board! 🎉 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
Amin Ranem (@amin_ranem) profile picture
Amin Ranem@amin_ranem11 Jan 2024
I am very happy to be part of the great MSB and being responsible for overseeing the Academia&Industry Events this year! 🙂
MICCAI Students (@MiccaiStudents) profile pictureMICCAI Students@MiccaiStudents11 Jan 2024
🎉 Happy New Year from the MICCAI Student Board! 🎉 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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