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Expert Profile (Charité - Universitätsmedizin Berlin Research Database)

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Loop profile: 609040

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Employment (2)

AI4medicine: Berlin, DE

2020-05-01 to present
Employment
Source: Self-asserted source
Tabea Kossen

Charité Universitätsmedizin Berlin: Berlin, Berlin, DE

2017-12-01 to 2022-10-31
Employment
Source: Self-asserted source
Tabea Kossen

Education and qualifications (4)

Technical University of Berlin: Berlin, DE

2018-10-01 to 2022-09-30 | Dr. ing.
Education
Source: Self-asserted source
Tabea Kossen

Technical University of Berlin: Berlin, DE

2014-10-01 to 2017-09-30 | M.Sc. in Computational Neuroscience
Education
Source: Self-asserted source
Tabea Kossen

Osnabrück University: Osnabrück, DE

2011-10-01 to 2014-09-30 | B.Sc. in Cognitive Science
Education
Source: Self-asserted source
Tabea Kossen

Baldwin Wallace University: Berea, OH, US

2013-08-01 to 2013-12-31 | semester abroad
Education
Source: Self-asserted source
Tabea Kossen

Professional activities (1)

Amnesty International Osnabrück: Osnabrück, DE

2012 to 2014
Membership
Source: Self-asserted source
Tabea Kossen

Works (11)

Perfusion parameter map generation from TOF-MRA in stroke using generative adversarial networks

NeuroImage
2024-09 | Journal article
DOI: 10.1016/j.neuroimage.2024.120770
Contributors: Felix Lohrke; Vince Istvan Madai; Tabea Kossen; Orhun Utku Aydin; Jonas Behland; Adam Hilbert; Matthias Anthony Mutke; Martin Bendszus; Jan Sobesky; Dietmar Frey
Source: check_circle
Crossref

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

Medical Image Analysis
2022 | Journal article
DOI: 10.1016/j.media.2021.102333
PMID: 34998111
Part of ISSN: 1361-8415
Contributors: Ivantsits M; Goubergrits L; Kuhnigk JM; Huellebrand M; Bruening J; Kossen T; Pfahringer B; Schaller J; Spuler A; Kuehne T et al.
Source: check_circle
FACTScience - Charité Universitätsmedizin Berlin

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

Frontiers in Artificial Intelligence
2022 | Journal article
DOI: 10.3389/frai.2022.813842
PMC: PMC9108458
PMID: 35586223
Part of ISSN: 2624-8212
Contributors: Kossen T; Hirzel MA; Madai VI; Boenisch F; Hennemuth A; Hildebrand K; Pokutta S; Sharma K; Hilbert A; Sobesky J et al.
Source: check_circle
FACTScience - Charité Universitätsmedizin Berlin

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

Cancers
2022-11-08 | Journal article
DOI: 10.3390/cancers14225476
Contributors: Aymen Meddeb; Tabea Kossen; Keno K. Bressem; Noah Molinski; Bernd Hamm; Sebastian N. Nagel
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

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

Medical Image Analysis
2022-05 | Journal article
DOI: 10.1016/j.media.2022.102396
Contributors: Pooja Subramaniam; Tabea Kossen; Kerstin Ritter; Anja Hennemuth; Kristian Hildebrand; Adam Hilbert; Jan Sobesky; Michelle Livne; Ivana Galinovic; Ahmed A. Khalil et al.
Source: check_circle
Crossref

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

2022-05-25 | Preprint
DOI: 10.1101/2022.05.24.22274901
Contributors: Tabea Kossen; Vince I Madai; Matthias A Mutke; Anja Hennemuth; Kristian Hildebrand; Jonas Behland; Adam Hilbert; Jan Sobesky; Martin Bendszus; Dietmar Frey
Source: check_circle
Crossref

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

Tomography
2021-12-13 | Journal article
DOI: 10.3390/tomography7040078
Contributors: Aymen Meddeb; Tabea Kossen; Keno K. Bressem; Bernd Hamm; Sebastian N. Nagel
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

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

Computers in Biology and Medicine
2021-04 | Journal article
DOI: 10.1016/j.compbiomed.2021.104254
Contributors: Tabea Kossen; Pooja Subramaniam; Vince I. Madai; Anja Hennemuth; Kristian Hildebrand; Adam Hilbert; Jan Sobesky; Michelle Livne; Ivana Galinovic; Ahmed A. Khalil et al.
Source: check_circle
Crossref

A framework for testing different imputation methods for tabular datasets

2019-09-17 | Other
DOI: 10.1101/773762
Contributors: Tabea Kossen; Michelle Livne; Vince I Madai; Ivana Galinovic; Dietmar Frey; Jochen B Fiebach
Source: check_circle
Crossref

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

Frontiers in neuroscience
2019-02 | Journal article
DOI: 10.3389/fnins.2019.00097
PMID: 30872986
PMC: PMC6403177
Contributors: Livne M; Rieger J; Aydin OU; Taha AA; Akay EM; Kossen T; Sobesky J; Kelleher JD; Hildebrand K; Frey D et al.
Source: Self-asserted source
Tabea Kossen via Europe PubMed Central

Multiparametric Model for Penumbral Flow Prediction in Acute Stroke

Stroke
2017-07 | Journal article
DOI: 10.1161/strokeaha.117.016631
Part of ISSN: 0039-2499
Part of ISSN: 1524-4628
Source: Self-asserted source
Tabea Kossen
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