Publications

Moritz Rempe, Fabian Hörst, Constantin Seibold, Boris Hadaschik, Marco Schlimbach, Jan Egger, Kevin Kröninger, Felix Breuer, Martin Blaimer, Jens Kleesiek (2024). Tumor likelihood estimation on MRI prostate data by utilizing k-Space information.

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Johannes Raufeisen, Kunpeng Xie, Fabian Hörst, Till Braunschweig, Jianning Li, Jens Kleesiek, Rainer Röhrig, Jan Egger, Bastian Leibe, Frank Hölzle, Alexander Hermans, Behrus Puladi (2024). Cyto R-CNN and CytoNuke Dataset: Towards reliable whole-cell segmentation in bright-field histological images.

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Fabian Hörst, Sajad H Schaheer, Giulia Baldini, Fin H Bahnsen, Jan Egger, Jens Kleesiek (2024). Accelerating Artificial Intelligence-based Whole Slide Image Analysis with an Optimized Preprocessing Pipeline.

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Lukas Heine, Fabian Hörst, Enrico Nasca, Jens Siveke, Jan Egger, Moon Kim, Fin Hendrik Bahnsen, Jens Kleesiek (2024). Lean Study Host: Towards an Automated Pipeline for Multi-Center Study Hosting.

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Jianning Li, Antonio Pepe, Fabian Hörst, Behrus Puladi, Jens Kleesiek, Jan Egger, Et al (2023). MedShapeNet--A Large-Scale Dataset of 3D Medical Shapes for Computer Vision.

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Oliver Ester, Fabian Hörst, Constantin Seibold, Julius Keyl, Saskia Ting, Nikolaos Vasileiadis, Jessica Schmitz, Philipp Ivanyi, Viktor Grünwald, Jan Hinrich Bräsen, Jan Egger, Jens Kleesiek (2023). Valuing vicinity: Memory attention framework for context-based semantic segmentation in histopathology.

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Fabian Hörst, Saskia Ting, Sven-Thorsten Liffers, Kelsey L. Pomykala, Katja Steiger, Markus Albertsmeier, Martin K. Angele, Sylvie Lorenzen, Michael Quante, Wilko Weichert, Jan Egger, Jens T. Siveke, Jens Kleesiek (2023). Histology-Based Prediction of Therapy Response to Neoadjuvant Chemotherapy for Esophageal and Esophagogastric Junction Adenocarcinomas Using Deep Learning.

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Fabian Hörst, Moritz Rempe, Lukas Heine, Constantin Seibold, Julius Keyl, Giulia Baldini, Selma Ugurel, Jens Siveke, Barbara Grünwald, Jan Egger, Jens Kleesiek (2023). CellViT: Vision Transformers for Precise Cell Segmentation and Classification.

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