A High-Resolution Model of the Human Entorhinal Cortex in the 'BigBrain' - Use Case for Machine Learning and 3D Analyses. - Sabrina Behuet; Sebastian Bludau; Olga Kedo; Christian Schiffer; Timo Dickscheid; Andrea Brandstetter; Philippe Massicotte; Mona Omidyeganeh; Alan C. Evans; Katrin Amunts (BrainComp, 2019)

Deep Learning-Supported Cytoarchitectonic Mapping of the Human Lateral Geniculate Body in the BigBrain. - Andrea Brandstetter; Najoua Bolakhrif; Christian Schiffer; Timo Dickscheid; Hartmut Mohlberg; Katrin Amunts (BrainComp, 2019)

IO Challenges for Human Brain Atlasing Using Deep Learning Methods - An In-Depth Analysis. - Lena Oden; Christian Schiffer; Hannah Spitzer; Timo Dickscheid; Dirk Pleiter (PDP, 2019)

Contrastive Representation Learning For Whole Brain Cytoarchitectonic Mapping In Histological Human Brain Sections. - Christian Schiffer; Katrin Amunts; Stefan Harmeling; Timo Dickscheid (ISBI, 2021)

2D Histology Meets 3D Topology: Cytoarchitectonic Brain Mapping with Graph Neural Networks. - Christian Schiffer; Stefan Harmeling; Katrin Amunts; Timo Dickscheid (MICCAI (8), 2021)

Convolutional neural networks for cytoarchitectonic brain mapping at large scale. - Christian Schiffer; Hannah Spitzer; Kai Kiwitz; Nina Unger; Konrad Wagstyl; Alan C. Evans; Stefan Harmeling; Katrin Amunts; Timo Dickscheid (NeuroImage, 2021)

Denoising Diffusion Probabilistic Models for Image Inpainting of Cell Distributions in The Human Brain. - Jan-Oliver Kropp; Christian Schiffer; Katrin Amunts; Timo Dickscheid (ISBI, 2024)

Self-Supervised Representation Learning for Nerve Fiber Distribution Patterns in 3D-PLI. - Alexander Oberstraß; Sascha E. A. Muenzing; Meiqi Niu; Nicola Palomero-Gallagher; Christian Schiffer; Markus Axer; Katrin Amunts; Timo Dickscheid (CoRR, 2024)

Generative Modelling of Cortical Receptor Distributions from Cytoarchitectonic Images in the Macaque Brain. - Ahmed Nebli; Christian Schiffer; Meiqi Niu; Nicola Palomero-Gallagher; Katrin Amunts; Timo Dickscheid (Neuroinformatics, 2024)

From Fibers to Cells: Fourier-Based Registration Enables Virtual Cresyl Violet Staining From 3D Polarized Light Imaging. - Alexander Oberstraß; Esteban Vaca; Eric Upschulte; Meiqi Niu; Nicola Palomero-Gallagher; David Gräßel; Christian Schiffer; Markus Axer; Katrin Amunts; Timo Dickscheid (CoRR, 2025)