T. Kossen

发表

Multiparametric Model for Penumbral Flow Prediction in Acute Stroke

W. Heiss, K. Mouridsen, J. Sobesky, 2017, Stroke.

Image-to-image generative adversarial networks for synthesizing perfusion parameter maps from DSC-MR images in cerebrovascular disease

Kristian Hildebrand, A. Hennemuth, J. Sobesky, 2022, Frontiers in Neurology.

Toward Sharing Brain Images: Differentially Private TOF-MRA Images With Segmentation Labels Using Generative Adversarial Networks

Kristian Hildebrand, A. Hennemuth, S. Pokutta, 2022, Frontiers in Artificial Intelligence.

AI-based Prediction of Imminent Primary Stroke on Claims Data Enables Accurate Patient Stratification

V. Madai, A. García-Rudolph, J. Rieger, 2022, medRxiv.

Two-Stage Deep Learning Model for Automated Segmentation and Classification of Splenomegaly

B. Hamm, K. Bressem, S. Nagel, 2022, Cancers.

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

John D. Kelleher, Dietmar Frey, Michelle Livne, 2019, Front. Neurosci..

Evaluation of a Deep Learning Algorithm for Automated Spleen Segmentation in Patients with Conditions Directly or Indirectly Affecting the Spleen

B. Hamm, K. Bressem, S. Nagel, 2021, Tomography.

From Single-Hospital to Multi-Centre Applications: Enhancing the Generalisability of Deep Learning Models for Adverse Event Prediction in the ICU

D. Frey, V. Madai, P. Rockenschaub, 2023, ArXiv.

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

Bjoern H Menze, J. Schaller, A. Hennemuth, 2021, Medical Image Anal..

Cerebral Aneurysm Detection and Analysis Challenge 2020 (CADA)

J. Schaller, A. Hennemuth, L. Goubergrits, 2020, CADA@MICCAI.

Anonymization of labeled TOF-MRA images for brain vessel segmentation using generative adversarial networks pdf

Ivana Galinovic, Michelle Livne, Anja Hennemuth, 2020, ArXiv.

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

Kristian Hildebrand, A. Hennemuth, J. Fiebach, 2022, Medical Image Anal..

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

Ivana Galinovic, Dietmar Frey, Michelle Livne, 2021, Comput. Biol. Medicine.

A framework for testing different imputation methods for tabular datasets

Ivana Galinovic, Jochen B. Fiebach, Dietmar Frey, 2019, bioRxiv.

Redefining Hemodynamic Imaging in Stroke: Perfusion Parameter Map Generation from TOF-MRA using Artificial Intelligence

O. U. Aydin, J. Sobesky, M. Bendszus, 2023, medRxiv.

Personalised simulation of hemodynamics in cerebrovascular disease: lessons learned from a study of diagnostic accuracy

E. M. Akay, O. U. Aydin, J. Sobesky, 2023, Frontiers in neurology.