Melanie Boxberg

11 papers Journal 6Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Navigating Through Whole Slide Images With Hierarchy, Multi-Object, and Multi-Scale Data.
IEEE Trans. Medical Imaging
Manuel Tran, Sophia J. Wagner, Wilko Weichert, Christian Matek, Melanie Boxberg, Tingying Peng
2024 J jnl
B-Cos Aligned Transformers Learn Human-Interpretable Features.
CoRR
Manuel Tran, Amal Lahiani, Yashin Dicente Cid, Melanie Boxberg, Peter Lienemann, Christian Matek, Sophia J. Wagner, Fabian J. Theis, Eldad Klaiman, Tingying Peng
2023 — conf
B-Cos Aligned Transformers Learn Human-Interpretable Features.
MICCAI (8)
Manuel Tran, Amal Lahiani, Yashin Dicente Cid, Melanie Boxberg, Peter Lienemann, Christian Matek, Sophia J. Wagner, Fabian J. Theis, Eldad Klaiman, Tingying Peng
2023 J jnl
Fully transformer-based biomarker prediction from colorectal cancer histology: a large-scale multicentric study.
CoRR
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
2022 — conf
Local Attention Graph-Based Transformer for Multi-target Genetic Alteration Prediction.
MICCAI (2)
Daniel Reisenbüchler, Sophia J. Wagner, Melanie Boxberg, Tingying Peng
2022 J jnl
Local Attention Graph-based Transformer for Multi-target Genetic Alteration Prediction.
CoRR
Daniel Reisenbüchler, Sophia J. Wagner, Melanie Boxberg, Tingying Peng
2022 J jnl
S5CL: Unifying Fully-Supervised, Self-Supervised, and Semi-Supervised Learning Through Hierarchical Contrastive Learning.
CoRR
Manuel Tran, Sophia J. Wagner, Melanie Boxberg, Tingying Peng
2022 — conf
S5CL: Unifying Fully-Supervised, Self-supervised, and Semi-supervised Learning Through Hierarchical Contrastive Learning.
MICCAI (2)
Manuel Tran, Sophia J. Wagner, Melanie Boxberg, Tingying Peng
2021 J jnl
Structure-Preserving Multi-Domain Stain Color Augmentation using Style-Transfer with Disentangled Representations.
CoRR
Sophia J. Wagner, Nadieh Khalili, Raghav Sharma, Melanie Boxberg, Carsten Marr, Walter de Back, Tingying Peng
2021 — conf
Structure-Preserving Multi-domain Stain Color Augmentation Using Style-Transfer with Disentangled Representations.
MICCAI (8)
Sophia J. Wagner, Nadieh Khalili, Raghav Sharma, Melanie Boxberg, Carsten Marr, Walter de Back, Tingying Peng
2019 — conf
Multi-task Learning of a Deep K-Nearest Neighbour Network for Histopathological Image Classification and Retrieval.
MICCAI (1)
Tingying Peng, Melanie Boxberg, Wilko Weichert, Nassir Navab, Carsten Marr