Search Results for author: Markus Frey

Found 4 papers, 0 papers with code

Probing neural representations of scene perception in a hippocampally dependent task using artificial neural networks

no code implementations CVPR 2023 Markus Frey, Christian F. Doeller, Caswell Barry

Deep artificial neural networks (DNNs) trained through backpropagation provide effective models of the mammalian visual system, accurately capturing the hierarchy of neural responses through primary visual cortex to inferior temporal cortex (IT).

Hippocampus Semantic Segmentation +1

MR-based camera-less eye tracking using deep neural networks

no code implementations1 Dec 2020 Markus Frey, Matthias Nau, Christian F. Doeller

Viewing behavior provides a window into many central aspects of human cognition and health, and it is an important variable of interest or confound in many fMRI studies.

Position

Memory efficient brain tumor segmentation using an autoencoder-regularized U-Net

no code implementations4 Oct 2019 Markus Frey, Matthias Nau

We then tested the model using independent data of 125 patients and successfully segmented brain tumors into three subregions: the tumor core (TC), the enhancing tumor (ET) and the whole tumor (WT).

Brain Tumor Segmentation Segmentation +1

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