Dietmar Frey

Orcid: 0000-0001-5407-2331

According to our database1, Dietmar Frey authored at least 12 papers between 2012 and 2023.

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Bibliography

2023
From Single-Hospital to Multi-Centre Applications: Enhancing the Generalisability of Deep Learning Models for Adverse Event Prediction in the ICU.
CoRR, 2023

2022
Generating 3D TOF-MRA volumes and segmentation labels using generative adversarial networks.
Medical Image Anal., 2022

Toward Sharing Brain Images: Differentially Private TOF-MRA Images With Segmentation Labels Using Generative Adversarial Networks.
Frontiers Artif. Intell., 2022

2021
Synthesizing anonymized and labeled TOF-MRA patches for brain vessel segmentation using generative adversarial networks.
Comput. Biol. Medicine, 2021

An evaluation of performance measures for arterial brain vessel segmentation.
BMC Medical Imaging, 2021

2020
Explainability for artificial intelligence in healthcare: a multidisciplinary perspective.
BMC Medical Informatics Decis. Mak., 2020

BRAVE-NET: Fully Automated Arterial Brain Vessel Segmentation in Patients With Cerebrovascular Disease.
Frontiers Artif. Intell., 2020

Anonymization of labeled TOF-MRA images for brain vessel segmentation using generative adversarial networks.
CoRR, 2020

On The Usage Of Average Hausdorff Distance For Segmentation Performance Assessment: Hidden Bias When Used For Ranking.
CoRR, 2020

Multimodal Fusion Strategies for Outcome Prediction in Stroke.
Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020

Analyzing the Role of Artificial Intelligence in the Development of Human-Centered Service.
Proceedings of the Advances in the Human Side of Service Engineering, 2020

2012
A new approach for corticospinal tract reconstruction based on navigated transcranial stimulation and standardized fractional anisotropy values.
NeuroImage, 2012


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