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Lukas Heine
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2020 – today
- 2025
- [i6]Fabian Hörst, Moritz Rempe, Helmut Becker, Lukas Heine, Julius Keyl, Jens Kleesiek:
CellViT++: Energy-Efficient and Adaptive Cell Segmentation and Classification Using Foundation Models. CoRR abs/2501.05269 (2025) - [i5]Constantin Seibold, Hamza Kalisch, Lukas Heine, Simon Reiß, Jens Kleesiek:
Foreign object segmentation in chest x-rays through anatomy-guided shape insertion. CoRR abs/2501.12022 (2025) - 2024
- [j1]Fabian Hörst
, Moritz Rempe
, Lukas Heine
, Constantin Seibold
, Julius Keyl
, Giulia Baldini
, Selma Ugurel
, Jens Siveke
, Barbara Grünwald
, Jan Egger, Jens Kleesiek
:
CellViT: Vision Transformers for precise cell segmentation and classification. Medical Image Anal. 94: 103143 (2024) - [c2]Lukas Heine, Fabian Hörst, Enrico Nasca, Jens Siveke, Jan Egger, Moon S. Kim, Fin Hendrik Bahnsen, Jens Kleesiek:
Lean Study Host: Towards an Automated Pipeline for Multi-Center Study Hosting. HICSS 2024: 3235-3244 - [c1]Alexander Jaus, Constantin Seibold, Simon Reiß, Lukas Heine, Anton Schily, Moon S. Kim, Fin Hendrik Bahnsen, Ken Herrmann, Rainer Stiefelhagen, Jens Kleesiek:
Anatomy-Guided Pathology Segmentation. MICCAI (8) 2024: 3-13 - [i4]Alexander Jaus, Constantin Seibold, Simon Reiß, Lukas Heine, Anton Schily, Moon Kim, Fin Hendrik Bahnsen, Ken Herrmann, Rainer Stiefelhagen, Jens Kleesiek:
Anatomy-guided Pathology Segmentation. CoRR abs/2407.05844 (2024) - [i3]Lukas Heine, Fabian Hörst, Jana Fragemann, Gijs Luijten, Miriam Balzer, Jan Egger, Fin Hendrik Bahnsen, M. Saquib Sarfraz, Jens Kleesiek, Constantin Seibold:
Spacewalker: Traversing Representation Spaces for Fast Interactive Exploration and Annotation of Unstructured Data. CoRR abs/2409.16793 (2024) - [i2]Moritz Rempe, Lukas Heine, Constantin Seibold, Fabian Hörst, Jens Kleesiek:
De-Identification of Medical Imaging Data: A Comprehensive Tool for Ensuring Patient Privacy. CoRR abs/2410.12402 (2024) - 2023
- [i1]Fabian Hörst
, Moritz Rempe
, Lukas Heine, Constantin Seibold, Julius Keyl, Giulia Baldini, Selma Ugurel, Jens Siveke, Barbara Grünwald, Jan Egger, Jens Kleesiek:
CellViT: Vision Transformers for Precise Cell Segmentation and Classification. CoRR abs/2306.15350 (2023)
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