Melanie Boxberg

According to our database, Melanie Boxberg authored at least 6 papers between 2019 and 2023.

Collaborative distances:

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

2023

Fully transformer-based biomarker prediction from colorectal cancer histology: a large-scale multicentric study.

Sophia J. Wagner, Daniel Reisenbüchler, Nicholas P. West, Jan Moritz Niehues, Gregory Patrick Veldhuizen, Philip Quirke, Heike Irmgard Grabsch, Piet A. van den Brandt, Gordon G. A. Hutchins, Susan D. Richman, Tanwei Yuan, Rupert Langer, Josien Christina Anna Jenniskens, Kelly Offermans, Wolfram Müller, Richard Gray, Stephen B. Gruber, Joel K. Greenson, Gad Rennert, Joseph D. Bonner, Daniel Schmolze, Jacqueline A. James, Maurice B. Loughrey, Manuel Salto-Tellez, Hermann Brenner, Michael Hoffmeister, Daniel Truhn, Julia A. Schnabel, Melanie Boxberg, Tingying Peng, Jakob Nikolas Kather

CoRR, 2023

B-Cos Aligned Transformers Learn Human-Interpretable Features.

Manuel Tran, Amal Lahiani, Yashin Dicente Cid, Melanie Boxberg, Peter Lienemann, Christian Matek, Sophia J. Wagner, Fabian J. Theis, Eldad Klaiman, Tingying Peng

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022

S5CL: Unifying Fully-Supervised, Self-supervised, and Semi-supervised Learning Through Hierarchical Contrastive Learning.

Manuel Tran, Sophia J. Wagner, Melanie Boxberg, Tingying Peng

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Local Attention Graph-Based Transformer for Multi-target Genetic Alteration Prediction.

Daniel Reisenbüchler, Sophia J. Wagner, Melanie Boxberg, Tingying Peng

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2021

Structure-Preserving Multi-domain Stain Color Augmentation Using Style-Transfer with Disentangled Representations.

Sophia J. Wagner, Nadieh Khalili, Raghav Sharma, Melanie Boxberg, Carsten Marr, Walter de Back, Tingying Peng

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

2019

Multi-task Learning of a Deep K-Nearest Neighbour Network for Histopathological Image Classification and Retrieval.

Tingying Peng, Melanie Boxberg, Wilko Weichert, Nassir Navab, Carsten Marr

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019