Publications by authors named "Constantin Seibold"

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De-identification of medical imaging data: a comprehensive tool for ensuring patient privacy.
Moritz Rempe, Lukas Heine, Constantin Seibold, Fabian Hörst, Jens Kleesiek

Eur Radiol· December 2025

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Three-Dimensional Quantification of Macular OCT Alterations Improves the Diagnostic Performance of Artificial Intelligence Models.
Lukas Heine, Anna Vahldiek, Benja Vahldiek, Fabian Hörst, Constantin Seibold

Transl Vis Sci Technol· July 2025

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Fine-Grained Classification of Pressure Ulcers and Incontinence-Associated Dermatitis Using Multimodal Deep Learning: Algorithm Development and Validation Study.
Alexander Brehmer, Constantin Seibold, Jan Egger, Khalid Majjouti, Michaela Tapp-Herrenbrück

JMIR AI· May 2025

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Why does my medical AI look at pictures of birds? Exploring the efficacy of transfer learning across domain boundaries.
Frederic Jonske, Moon Kim, Enrico Nasca, Janis Evers, Johannes Haubold, Constantin Seibold

Comput Methods Programs Biomed· April 2025

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 - a large-scale dataset of 3D medical shapes for computer vision.
Jianning Li, Zongwei Zhou, Jiancheng Yang, Antonio Pepe, Christina Gsaxner, Constantin Seibold

Biomed Tech (Berl)· February 2025

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CellViT: Vision Transformers for precise cell segmentation and classification.
Fabian Hörst, Moritz Rempe, Lukas Heine, Constantin Seibold, Julius Keyl

Med Image Anal· May 2024

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Is There a Role of Artificial Intelligence in Preclinical Imaging?
Alina Küper, Paul Blanc-Durand, Andrei Gafita, David Kersting, Wolfgang P Fendler, Constantin Seibold

Semin Nucl Med· September 2023

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Valuing vicinity: Memory attention framework for context-based semantic segmentation in histopathology.
Oliver Ester, Fabian Hörst, Constantin Seibold, Julius Keyl, Saskia Ting

Comput Med Imaging Graph· July 2023

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Jointly Optimized Deep Neural Networks to Synthesize Monoenergetic Images from Single-Energy CT Angiography for Improving Classification of Pulmonary Embolism.
Matthias A Fink, Constantin Seibold, Hans-Ulrich Kauczor, Rainer Stiefelhagen, Jens Kleesiek

Diagnostics (Basel)· May 2022

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CT Angiography Clot Burden Score from Data Mining of Structured Reports for Pulmonary Embolism.
Matthias A Fink, Victoria L Mayer, Thomas Schneider, Constantin Seibold, Rainer Stiefelhagen

Radiology· January 2022

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A reporting and analysis framework for structured evaluation of COVID-19 clinical and imaging data.
Gabriel Alexander Salg, Maria-Katharina Ganten, Andreas Michael Bucher, Hannes Goetz Kenngott, Matthias Alexander Fink, Constantin Seibold

NPJ Digit Med· April 2021

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