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Dietmar Frey
ORCID
Publication Activity (10 Years)
Years Active: 2012-2023
Publications (10 Years): 11
Top Topics
Accurate Segmentation
Vessel Segmentation
Differentially Private
Retinal Images
Top Venues
CoRR
Frontiers Artif. Intell.
AHFE (8)
BMC Medical Informatics Decis. Mak.
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Publications
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Patrick Rockenschaub
,
Adam Hilbert
,
Tabea Kossen
,
Falk von Dincklage
,
Vince Istvan Madai
,
Dietmar Frey
From Single-Hospital to Multi-Centre Applications: Enhancing the Generalisability of Deep Learning Models for Adverse Event Prediction in the ICU.
CoRR
(2023)
Pooja Subramaniam
,
Tabea Kossen
,
Kerstin Ritter
,
Anja Hennemuth
,
Kristian Hildebrand
,
Adam Hilbert
,
Jan Sobesky
,
Michelle Livne
,
Ivana Galinovic
,
Ahmed A. Khalil
,
Jochen B. Fiebach
,
Dietmar Frey
,
Vince I. Madai
Generating 3D TOF-MRA volumes and segmentation labels using generative adversarial networks.
Medical Image Anal.
78 (2022)
Tabea Kossen
,
Manuel A. Hirzel
,
Vince I. Madai
,
Franziska Boenisch
,
Anja Hennemuth
,
Kristian Hildebrand
,
Sebastian Pokutta
,
Kartikey Sharma
,
Adam Hilbert
,
Jan Sobesky
,
Ivana Galinovic
,
Ahmed A. Khalil
,
Jochen B. Fiebach
,
Dietmar Frey
Toward Sharing Brain Images: Differentially Private TOF-MRA Images With Segmentation Labels Using Generative Adversarial Networks.
Frontiers Artif. Intell.
5 (2022)
Orhun Utku Aydin
,
Abdel Aziz Taha
,
Adam Hilbert
,
Ahmed A. Khalil
,
Ivana Galinovic
,
Jochen B. Fiebach
,
Dietmar Frey
,
Vince Istvan Madai
An evaluation of performance measures for arterial brain vessel segmentation.
BMC Medical Imaging
21 (1) (2021)
Tabea Kossen
,
Pooja Subramaniam
,
Vince I. Madai
,
Anja Hennemuth
,
Kristian Hildebrand
,
Adam Hilbert
,
Jan Sobesky
,
Michelle Livne
,
Ivana Galinovic
,
Ahmed A. Khalil
,
Jochen B. Fiebach
,
Dietmar Frey
Synthesizing anonymized and labeled TOF-MRA patches for brain vessel segmentation using generative adversarial networks.
Comput. Biol. Medicine
131 (2021)
Julia Amann
,
Alessandro Blasimme
,
Effy Vayena
,
Dietmar Frey
,
Vince I. Madai
Explainability for artificial intelligence in healthcare: a multidisciplinary perspective.
BMC Medical Informatics Decis. Mak.
20 (1) (2020)
Adam Hilbert
,
Vince I. Madai
,
Ela M. Akay
,
Orhun Utku Aydin
,
Jonas Behland
,
Jan Sobesky
,
Ivana Galinovic
,
Ahmed A. Khalil
,
Abdel Aziz Taha
,
Jens Wuerfel
,
Petr Dusek
,
Thoralf Niendorf
,
Jochen B. Fiebach
,
Dietmar Frey
,
Michelle Livne
BRAVE-NET: Fully Automated Arterial Brain Vessel Segmentation in Patients With Cerebrovascular Disease.
Frontiers Artif. Intell.
3 (2020)
Tabea Kossen
,
Pooja Subramaniam
,
Vince I. Madai
,
Anja Hennemuth
,
Kristian Hildebrand
,
Adam Hilbert
,
Jan Sobesky
,
Michelle Livne
,
Ivana Galinovic
,
Ahmed A. Khalil
,
Jochen B. Fiebach
,
Dietmar Frey
Anonymization of labeled TOF-MRA images for brain vessel segmentation using generative adversarial networks.
CoRR
(2020)
Esra Zihni
,
Vince Istvan Madai
,
Ahmed A. Khalil
,
Ivana Galinovic
,
Jochen B. Fiebach
,
John D. Kelleher
,
Dietmar Frey
,
Michelle Livne
Multimodal Fusion Strategies for Outcome Prediction in Stroke.
HEALTHINF
(2020)
Andreas Zolnowski
,
Dietmar Frey
Analyzing the Role of Artificial Intelligence in the Development of Human-Centered Service.
AHFE (8)
(2020)
Orhun Utku Aydin
,
Abdel Aziz Taha
,
Adam Hilbert
,
Ahmed A. Khalil
,
Ivana Galinovic
,
Jochen B. Fiebach
,
Dietmar Frey
,
Vince Istvan Madai
On The Usage Of Average Hausdorff Distance For Segmentation Performance Assessment: Hidden Bias When Used For Ranking.
CoRR
(2020)
Dietmar Frey
,
V. Strack
,
E. Wiener
,
D. Jussen
,
Peter Vajkoczy
,
Thomas Picht
A new approach for corticospinal tract reconstruction based on navigated transcranial stimulation and standardized fractional anisotropy values.
NeuroImage
62 (3) (2012)