Christian Wachinger

Deformation of a brain template to reconstruct the gray matter of a person's brain from an MRI scan. The video shows the integration of the ODE with the Euler method, learned by V2C-Flow. Code: github.com/ai-med/Vox2Cor… Article: authors.elsevier.com/c/1iVAd4rfPmHq… @wonga et al @TU_Muenchen

The EU AI Act will put trustworthy AI in the center. This will require handling biases of AI systems. Today, we present our work at #NeurIPS2023 about a new normalization layer in neural networks to effectively reduce bias. neurips.cc/virtual/2023/p… @wonnga Morteza Ghahremani

Can we diagnose mental disorders in children? An ABCD study 10 disorders + structural MRI + machine learning acamh.onlinelibrary.wiley.com/doi/10.1002/jc…

shapemi.github.io Workshop on Shape in Medical Imaging at @MICCAI_Society 2023. The submission deadline is coming up soon!

Nuno is presenting PANIC at @ipmi2023 arxiv.org/abs/2303.07125

Got the 🔥🔥 when hallucination-free organ segmentation is the vibe! 🤩 Researchers @wonnga & Anne-Marie Rickmann have made it possible with #OrganResectionSurgery #ComputerVision #DeepLearning - Read all about it: deepai.org/publication/ha…

🤯 Lowkey Goated When #AlzheimersIsTheVibe! 🧠 Check out @wonnga & the team's work on a prototypical additive neural network for interpretable classification of #AlzheimersDisease: deepai.org/publication/do… 🔥 #DeepLearning #NeuralNetworks

Post-Doc position in the lab docs.google.com/document/d/13E… portal.mytum.de/jobs/wissensch…

Absolute pleasure that @KilianQW talked about Learning to Detect Objects from Repeated Traversals of the Same Route in the #TUM Distinguished Lecture Series on AI & Healthcare. youtube.com/watch?v=IIL7Bz… Hosted with @ja_schnabel @DanielRueckert @NassirNavab #ai #Schrobenhausen

Cortex reconstruction and parcellation have so far been done separately. We investigated the joint Reconstruction and Parcellation. Interestingly, parcellation accuracy improved with the joint approach but not reconstruction. arxiv.org/abs/2210.01772

Ignacio Sarasúa @isarasuac now presents CASHFormer at #MICCAI2022. Talk to him about making CASH ;-) or how to use Transformers and the Universal Compute Engine to model longitudinal shape changes. arxiv.org/abs/2207.02091

Fusing MRI and FDG-PET for Alzheimer's classification should work better than each modality alone. Surprisingly, our results on ADNI tell a different story. So, Is PET all you need? Check out the poster at #MICCAI2022 arxiv.org/abs/2207.02094

AbdomenNet for abdominal organ segmentation in epidemiologic imaging studies (UKBiobank, Nationale Kohorte, KORA) is now online. bmcmedimaging.biomedcentral.com/articles/10.11…

Hervé Delingette talked about Strategies to cope with the cost of annotations in Medical Image Analysis in the #TUM Distinguished Lecture Series on AI & Healthcare. youtube.com/watch?v=qbayps… Hosted with @ja_schnabel, @DanielRueckert, @NassirNavab #ai #healthcare #medicalimaging

How do you effectively combine high-dimensional image data with low-dimensional tabular data? DAFT is a universal module that interweaves tabular data with images in CNNs. @wonnga et al. doi.org/10.1016/j.neur…

Deep learning is end-to-end, but in which format do you input the data? The representation you pick has a big impact on the network architectures and the results, as shown for the hippocampus. nature.com/articles/s4159…

CASHformer: Cognition Aware SHape Transformer for Longitudinal Analysis deepai.org/publication/ca… by Ignacio Sarasua et al. including @wonnga #ComputerVision #PatternRecognition

Is a PET all you need? A multi-modal study for Alzheimer's disease using 3D CNNs deepai.org/publication/is… by Marla Narazani et al. including @wonnga #NeuralNetwork #ComputerVision

Gabor Fichtinger talked about Point of care ultrasound interventions in the era of artificial intelligence in the TUM Distinguished Lecture Series on AI & Healthcare. youtube.com/watch?v=GCSu4O… Hosted with @ja_schnabel @DanielRueckert @NassirNavab

Vox2Cortex is currently presented #CVPR2022. Enjoy the poster and video. Fast Explicit Reconstruction of Cortical Surfaces from 3D MRI Scans with Geometric Deep Neural Networks Paper: arxiv.org/abs/2203.09446 Video: youtube.com/watch?v=11q0Cm…