Joshua Butke

According to our database, Joshua Butke authored at least 5 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Deep learning approaches for the spectral and morphological characterization of cancer in cells and tissues (Deep Learning Ansätze für die spektrale und morphologische Charakterisierung von Krebs in Zellen und Gewebe)

Joshua Butke

PhD thesis, 2023

Mixing Histopathology Prototypes into Robust Slide-Level Representations for Cancer Subtyping.

Joshua Butke, Noriaki Hashimoto, Ichiro Takeuchi, Hiroaki Miyoshi, Koichi Ohshima, Jun Sakuma

Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023

2021

End-to-end Multiple Instance Learning for Whole-Slide Cytopathology of Urothelial Carcinoma.

Joshua Butke, Tatjana Frick, Florian Roghmann, Samir F. El-Mashtoly, Klaus Gerwert, Axel Mosig

Proceedings of the MICCAI Workshop on Computational Pathology, 2021

2020

Deep Neural Networks for the Correction of Mie Scattering in Fourier-Transformed Infrared Spectra of Biological Samples.

Arne P. Raulf, Joshua Butke, Lukas Menzen, Claus Küpper, Frederik Großerüschkamp, Klaus Gerwert, Axel Mosig

CoRR, 2020

Deep representation learning for domain adaptable classification of infrared spectral imaging data.

Arne P. Raulf, Joshua Butke, Claus Küpper, Frederik Großerüschkamp, Klaus Gerwert, Axel Mosig

Bioinform., 2020