Christian Schiffer

17 papers C 1Journal 11Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Cytoarchitecture in Words: Weakly Supervised Vision-Language Modeling for Human Brain Microscopy.
CoRR
Matthew Sutton, Katrin Amunts, Timo Dickscheid, Christian Schiffer
2026 J jnl
Quantum Deep Learning: A Comprehensive Review.
CoRR
Yanjun Ji, Zhao-Yun Chen, Marco Roth, David A. Kreplin, Christian Schiffer, Martin King, Oliver Anton, M. Sahnawaz Alam, Markus Krutzik, Dennis Willsch, Ludwig Mathey, Frank K. Wilhelm, Guo-Ping Guo
2025 J jnl
CytoNet: A Foundation Model for the Human Cerebral Cortex.
CoRR
Christian Schiffer, Zeynep Boztoprak, Jan-Oliver Kropp, Julia Thönnißen, Katia Berr, Hannah Spitzer, Katrin Amunts, Timo Dickscheid
2025 J jnl
From Fibers to Cells: Fourier-Based Registration Enables Virtual Cresyl Violet Staining From 3D Polarized Light Imaging.
CoRR
Alexander Oberstraß, Esteban Vaca, Eric Upschulte, Meiqi Niu, Nicola Palomero-Gallagher, David Gräßel, Christian Schiffer, Markus Axer, Katrin Amunts, Timo Dickscheid
2024 — conf
Denoising Diffusion Probabilistic Models for Image Inpainting of Cell Distributions in The Human Brain.
ISBI
Jan-Oliver Kropp, Christian Schiffer, Katrin Amunts, Timo Dickscheid
2024 J jnl
Generative Modelling of Cortical Receptor Distributions from Cytoarchitectonic Images in the Macaque Brain.
Neuroinformatics
Ahmed Nebli, Christian Schiffer, Meiqi Niu, Nicola Palomero-Gallagher, Katrin Amunts, Timo Dickscheid
2024 J jnl
Self-Supervised Representation Learning for Nerve Fiber Distribution Patterns in 3D-PLI.
CoRR
Alexander Oberstraß, Sascha E. A. Muenzing, Meiqi Niu, Nicola Palomero-Gallagher, Christian Schiffer, Markus Axer, Katrin Amunts, Timo Dickscheid
2023 J jnl
Denoising Diffusion Probabilistic Models for Image Inpainting of Cell Distributions in the Human Brain.
CoRR
Jan-Oliver Kropp, Christian Schiffer, Katrin Amunts, Timo Dickscheid
2021 — conf
2D Histology Meets 3D Topology: Cytoarchitectonic Brain Mapping with Graph Neural Networks.
MICCAI (8)
Christian Schiffer, Stefan Harmeling, Katrin Amunts, Timo Dickscheid
2021 J jnl
2D histology meets 3D topology: Cytoarchitectonic brain mapping with Graph Neural Networks.
CoRR
Christian Schiffer, Stefan Harmeling, Katrin Amunts, Timo Dickscheid
2021 — conf
Contrastive Representation Learning For Whole Brain Cytoarchitectonic Mapping In Histological Human Brain Sections.
ISBI
Christian Schiffer, Katrin Amunts, Stefan Harmeling, Timo Dickscheid
2021 J jnl
Convolutional neural networks for cytoarchitectonic brain mapping at large scale.
NeuroImage
Christian Schiffer, Hannah Spitzer, Kai Kiwitz, Nina Unger, Konrad Wagstyl, Alan C. Evans, Stefan Harmeling, Katrin Amunts, Timo Dickscheid
2020 J jnl
Contrastive Representation Learning for Whole Brain Cytoarchitectonic Mapping in Histological Human Brain Sections.
CoRR
Christian Schiffer, Katrin Amunts, Stefan Harmeling, Timo Dickscheid
2020 J jnl
Convolutional Neural Networks for cytoarchitectonic brain mapping at large scale.
CoRR
Christian Schiffer, Hannah Spitzer, Kai Kiwitz, Nina Unger, Konrad Wagstyl, Alan C. Evans, Stefan Harmeling, Katrin Amunts, Timo Dickscheid
2019 — conf
A High-Resolution Model of the Human Entorhinal Cortex in the 'BigBrain' - Use Case for Machine Learning and 3D Analyses.
BrainComp
Sabrina Behuet, Sebastian Bludau, Olga Kedo, Christian Schiffer, Timo Dickscheid, Andrea Brandstetter, Philippe Massicotte, Mona Omidyeganeh, Alan C. Evans, Katrin Amunts
2019 — conf
Deep Learning-Supported Cytoarchitectonic Mapping of the Human Lateral Geniculate Body in the BigBrain.
BrainComp
Andrea Brandstetter, Najoua Bolakhrif, Christian Schiffer, Timo Dickscheid, Hartmut Mohlberg, Katrin Amunts
2019 C conf
IO Challenges for Human Brain Atlasing Using Deep Learning Methods - An In-Depth Analysis.
PDP
Lena Oden, Christian Schiffer, Hannah Spitzer, Timo Dickscheid, Dirk Pleiter