Tabea Kossen

A U-Net Deep Learning Framework for High Performance Vessel Segmentation in Patients With Cerebrovascular Disease

Michelle Livne, Jana Rieger, Orhun Utku Aydin et al. · Frontiers in Neuroscience · 2019 · 264 citations · Full text

Computing, Biomedical Engineering, Computer Science +17

Synthesizing anonymized and labeled TOF-MRA patches for brain vessel segmentation using generative adversarial networks

Tabea Kossen, Pooja Subramaniam, Vince I. Madai et al. · Computers in Biology and Medicine · 2021 · 61 citations

Computing, Biomedical Engineering, Neuroscience +12

The Impact of Multi-Institution Datasets on the Generalizability of Machine Learning Prediction Models in the ICU

Patrick Rockenschaub, Adam Hilbert, Tabea Kossen et al. · Critical Care Medicine · 2024 · 61 citations · Full text

Computing, Health Informatics, Clinical Informatics +10

Generating 3D TOF-MRA volumes and segmentation labels using generative adversarial networks

Pooja Subramaniam, Tabea Kossen, Kerstin Ritter et al. · Medical Image Analysis · 2022 · 48 citations · Full text

Computing, Biomedical Engineering, Biomedical Imaging +16

Detection and analysis of cerebral aneurysms based on X-ray rotational angiography - the CADA 2020 challenge

Matthias Ivantsits, Leonid Goubergrits, Jan‐Martin Kuhnigk et al. · Medical Image Analysis · 2021 · 22 citations · Full text

Medicine, Neurosurgery, Radiology +14