Lukas Heine

According to our database, Lukas Heine authored at least 10 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2026

AIANO: Enhancing Information Retrieval with AI-Augmented Annotation.

Sameh Khattab, Marie Bauer, Lukas Heine, Till Rostalski, Jens Kleesiek, Julian Friedrich

CoRR, February, 2026

CellViT++: Energy-efficient and adaptive cell segmentation and classification using foundation models.

Fabian Hörst, Moritz Rempe, Helmut Becker, Lukas Heine, Julius Keyl, Jens Kleesiek

Comput. Methods Programs Biomed., 2026

Learning to Look Closer: A New Instance-Wise Loss for Small Cerebral Lesion Segmentation.

Luc Bouteille, Alexander Jaus, Jens Kleesiek, Rainer Stiefelhagen, Lukas Heine

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

2025

Cracking the PUMA Challenge in 24 Hours with CellViT++ and nnU-Net.

Negar Shahamiri, Moritz Rempe, Lukas Heine, Jens Kleesiek, Fabian Hörst

CoRR, March, 2025

Foreign object segmentation in chest x-rays through anatomy-guided shape insertion.

Constantin Seibold, Hamza Kalisch, Lukas Heine, Simon Reiß, Jens Kleesiek

CoRR, January, 2025

2024

CellViT: Vision Transformers for precise cell segmentation and classification.

Fabian Hörst, Moritz Rempe, Lukas Heine, Constantin Seibold, Julius Keyl, Giulia Baldini, Selma Ugurel, Jens T. Siveke, Barbara Grünwald, Jan Egger, Jens Kleesiek

Medical Image Anal., 2024

De-Identification of Medical Imaging Data: A Comprehensive Tool for Ensuring Patient Privacy.

Moritz Rempe, Lukas Heine, Constantin Seibold, Fabian Hörst, Jens Kleesiek

CoRR, 2024

Spacewalker: Traversing Representation Spaces for Fast Interactive Exploration and Annotation of Unstructured Data.

Lukas Heine, Fabian Hörst, Jana Fragemann, Gijs Luijten, Miriam Balzer, Jan Egger, Fin Hendrik Bahnsen, M. Saquib Sarfraz, Jens Kleesiek, Constantin Seibold

CoRR, 2024

Anatomy-Guided Pathology Segmentation.

Alexander Jaus, Constantin Seibold, Simon Reiß, Lukas Heine, Anton Schily, Moon S. Kim, Fin Hendrik Bahnsen, Ken Herrmann, Rainer Stiefelhagen, Jens Kleesiek

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Lean Study Host: Towards an Automated Pipeline for Multi-Center Study Hosting.

Lukas Heine, Fabian Hörst, Enrico Nasca, Jens T. Siveke, Jan Egger, Moon S. Kim, Fin Hendrik Bahnsen, Jens Kleesiek

Proceedings of the 57th Hawaii International Conference on System Sciences, 2024