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Fabian Hörst
Fabian Hörst
Institute for AI in Medicine (IKIM), University Hospital Essen (AöR), Essen, Germany
Verified email at uk-essen.de
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Year
Cellvit: Vision transformers for precise cell segmentation and classification
F Hörst, M Rempe, L Heine, C Seibold, J Keyl, G Baldini, S Ugurel, ...
Medical Image Analysis 94, 103143, 2024
132024
MedShapeNet--A Large-Scale Dataset of 3D Medical Shapes for Computer Vision
J Li, A Pepe, C Gsaxner, G Luijten, Y Jin, N Ambigapathy, E Nasca, ...
arXiv preprint arXiv:2308.16139, 2023
72023
Histology-based prediction of therapy response to neoadjuvant chemotherapy for esophageal and esophagogastric junction adenocarcinomas using deep learning
F Hörst, S Ting, ST Liffers, KL Pomykala, K Steiger, M Albertsmeier, ...
JCO Clinical Cancer Informatics 7, e2300038, 2023
52023
Valuing vicinity: Memory attention framework for context-based semantic segmentation in histopathology
O Ester, F Hörst, C Seibold, J Keyl, S Ting, N Vasileiadis, J Schmitz, ...
Computerized Medical Imaging and Graphics 107, 102238, 2023
32023
Accelerating Artificial Intelligence-based Whole Slide Image Analysis with an Optimized Preprocessing Pipeline
F Hörst, SH Schaheer, G Baldini, FH Bahnsen, J Egger, J Kleesiek
BVM Workshop, 356-361, 2024
2024
Cyto R-CNN and CytoNuke Dataset: Towards reliable whole-cell segmentation in bright-field histological images
J Raufeisen, K Xie, F Hörst, T Braunschweig, J Li, J Kleesiek, R Röhrig, ...
arXiv preprint arXiv:2401.15638, 2024
2024
Lean Study Host: Towards an Automated Pipeline for Multi-Center Study Hosting
L Heine, F Hörst, E Nasca, J Siveke, J Egger, M Kim, FH Bahnsen, ...
2024
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