activity
20152022
most citedImproving Cytoarchitectonic Segmentation of Human Brain Areas with Self-supervised Siamese Networks

75 citations · 381 across the 17 of their papers we have counts for

collaborators

18 papers

eess.IV2022

GORDA: Graph-based ORientation Distribution Analysis of SLI scatterometry Patterns of Nerve Fibres

Esteban Vaca, Miriam Menzel, Katrin Amunts +2

Scattered Light Imaging (SLI) is a novel approach for microscopically revealing the fibre architecture of unstained brain sections. The measurements are obtained by illuminating br…

physics.bio-ph2021★ 16 cited

Automated computation of nerve fibre inclinations from 3D polarised light imaging measurements of brain tissue

Miriam Menzel, Jan A. Reuter, David Gräßel +3

The method 3D polarised light imaging (3D-PLI) measures the birefringence of histological brain sections to determine the spatial course of nerve fibres (myelinated axons). While t…

physics.bio-ph2021★ 23 cited

Scatterometry Measurements with Scattered Light Imaging Enable New Insights into the Nerve Fiber Architecture of the Brain

Miriam Menzel, Marouan Ritzkowski, Jan André Reuter +3

The correct reconstruction of individual (crossing) nerve fibers is a prerequisite when constructing a detailed network model of the brain. The recently developed technique Scatter…

cs.CV2021

Contour Proposal Networks for Biomedical Instance Segmentation

Eric Upschulte, Stefan Harmeling, Katrin Amunts +1

We present a conceptually simple framework for object instance segmentation called Contour Proposal Network (CPN), which detects possibly overlapping objects in an image while simu…

cs.CE2021★ 1 cited

Brain Modelling as a Service: The Virtual Brain on EBRAINS

Michael Schirner, Lia Domide, Dionysios Perdikis +41

The Virtual Brain (TVB) is now available as open-source cloud ecosystem on EBRAINS, a shared digital research platform for brain science. It offers services for constructing, simul…

eess.IV2021★ 1 cited

2D histology meets 3D topology: Cytoarchitectonic brain mapping with Graph Neural Networks

Christian Schiffer, Stefan Harmeling, Katrin Amunts +1

Cytoarchitecture describes the spatial organization of neuronal cells in the brain, including their arrangement into layers and columns with respect to cell density, orientation, o…