75 citations · 122 across the 6 of their papers we have counts for
3 papers · 1 filter
Noise transfer for unsupervised domain adaptation of retinal OCT images
Valentin Koch, Olle Holmberg, Hannah Spitzer +4
Optical coherence tomography (OCT) imaging from different camera devices causes challenging domain shifts and can cause a severe drop in accuracy for machine learning models. In th…
Improving Cytoarchitectonic Segmentation of Human Brain Areas with Self-supervised Siamese Networks
Hannah Spitzer, Kai Kiwitz, Katrin Amunts +2
Cytoarchitectonic parcellations of the human brain serve as anatomical references in multimodal atlas frameworks. They are based on analysis of cell-body stained histological secti…
Parcellation of Visual Cortex on high-resolution histological Brain Sections using Convolutional Neural Networks
Hannah Spitzer, Katrin Amunts, Stefan Harmeling +1
Microscopic analysis of histological sections is considered the "gold standard" to verify structural parcellations in the human brain. Its high resolution allows the study of lamin…