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2020 – today
- 2024
[j2]Ahmed Nebli, Christian Schiffer, Meiqi Niu, Nicola Palomero-Gallagher, Katrin Amunts, Timo Dickscheid
:
Generative Modelling of Cortical Receptor Distributions from Cytoarchitectonic Images in the Macaque Brain. Neuroinformatics 22(3): 389-402 (2024)- [c6]Jan-Oliver Kropp, Christian Schiffer, Katrin Amunts, Timo Dickscheid:
Denoising Diffusion Probabilistic Models for Image Inpainting of Cell Distributions in The Human Brain. ISBI 2024: 1-5 - [i5]Alexander Oberstraß, Sascha E. A. Muenzing, Meiqi Niu, Nicola Palomero-Gallagher, Christian Schiffer, Markus Axer, Katrin Amunts, Timo Dickscheid:
Self-Supervised Representation Learning for Nerve Fiber Distribution Patterns in 3D-PLI. CoRR abs/2401.17207 (2024) - 2023
- [i4]Jan-Oliver Kropp, Christian Schiffer, Katrin Amunts, Timo Dickscheid:
Denoising Diffusion Probabilistic Models for Image Inpainting of Cell Distributions in the Human Brain. CoRR abs/2311.16821 (2023) - 2021
- [j1]Christian Schiffer, Hannah Spitzer, Kai Kiwitz, Nina Unger, Konrad Wagstyl, Alan C. Evans, Stefan Harmeling, Katrin Amunts, Timo Dickscheid:
Convolutional neural networks for cytoarchitectonic brain mapping at large scale. NeuroImage 240: 118327 (2021) - [c5]Christian Schiffer, Katrin Amunts, Stefan Harmeling, Timo Dickscheid:
Contrastive Representation Learning For Whole Brain Cytoarchitectonic Mapping In Histological Human Brain Sections. ISBI 2021: 603-606 - [c4]Christian Schiffer, Stefan Harmeling, Katrin Amunts, Timo Dickscheid:
2D Histology Meets 3D Topology: Cytoarchitectonic Brain Mapping with Graph Neural Networks. MICCAI (8) 2021: 395-404 - [i3]Christian Schiffer, Stefan Harmeling, Katrin Amunts, Timo Dickscheid:
2D histology meets 3D topology: Cytoarchitectonic brain mapping with Graph Neural Networks. CoRR abs/2103.05259 (2021) - 2020
- [i2]Christian Schiffer, Hannah Spitzer, Kai Kiwitz, Nina Unger, Konrad Wagstyl, Alan C. Evans, Stefan Harmeling, Katrin Amunts, Timo Dickscheid:
Convolutional Neural Networks for cytoarchitectonic brain mapping at large scale. CoRR abs/2011.12857 (2020) - [i1]Christian Schiffer, Katrin Amunts, Stefan Harmeling, Timo Dickscheid:
Contrastive Representation Learning for Whole Brain Cytoarchitectonic Mapping in Histological Human Brain Sections. CoRR abs/2011.12865 (2020)
2010 – 2019
- 2019
- [c3]Sabrina Behuet, Sebastian Bludau, Olga Kedo, Christian Schiffer, Timo Dickscheid, Andrea Brandstetter, Philippe Massicotte, Mona Omidyeganeh, Alan C. Evans, Katrin Amunts:
A High-Resolution Model of the Human Entorhinal Cortex in the 'BigBrain' - Use Case for Machine Learning and 3D Analyses. BrainComp 2019: 3-21 - [c2]Andrea Brandstetter, Najoua Bolakhrif, Christian Schiffer, Timo Dickscheid, Hartmut Mohlberg, Katrin Amunts:
Deep Learning-Supported Cytoarchitectonic Mapping of the Human Lateral Geniculate Body in the BigBrain. BrainComp 2019: 22-32 - [c1]Lena Oden, Christian Schiffer, Hannah Spitzer, Timo Dickscheid, Dirk Pleiter:
IO Challenges for Human Brain Atlasing Using Deep Learning Methods - An In-Depth Analysis. PDP 2019: 291-298
Coauthor Index
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