Julius Hense

According to our database, Julius Hense authored at least 7 papers between 2024 and 2026.

Collaborative distances:

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

2026

Beyond Attention Heatmaps: How to Get Better Explanations for Multiple Instance Learning Models in Histopathology.

Mina Jamshidi Idaji, Julius Hense, Tom Neuhäuser, Augustin Krause, Yanqing Luo, Oliver Eberle, Thomas Schnake, Laure Ciernik, Farnoush Rezaei Jafari, Reza Vahidimajd, Jonas Dippel, Christoph Walz, Frederick Klauschen, Andreas Mock, Klaus-Robert Müller

CoRR, March, 2026

Mind the Gap: Continuous Magnification Sampling for Pathology Foundation Models.

Alexander Möllers, Julius Hense, Florian Schulz, Timo Milbich, Maximilian Alber, Lukas Ruff

CoRR, January, 2026

2025

Towards Robust Foundation Models for Digital Pathology.

Jonah Kömen, Edwin D. de Jong, Julius Hense, Hannah Marienwald, Jonas Dippel, Philip Naumann, Eric Marcus, Lukas Ruff, Maximilian Alber, Jonas Teuwen, Frederick Klauschen, Klaus-Robert Müller

CoRR, July, 2025

MeDi: Metadata-Guided Diffusion Models for Mitigating Biases in Tumor Classification.

David Jacob Drexlin, Jonas Dippel, Julius Hense, Niklas Prenißl, Grégoire Montavon, Frederick Klauschen, Klaus-Robert Müller

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

2024

Do Histopathological Foundation Models Eliminate Batch Effects? A Comparative Study.

Jonah Kömen, Hannah Marienwald, Jonas Dippel, Julius Hense

CoRR, 2024

AI-based Anomaly Detection for Clinical-Grade Histopathological Diagnostics.

Jonas Dippel, Niklas Prenißl, Julius Hense, Philipp Liznerski, Tobias Winterhoff, Simon Schallenberg, Marius Kloft, Oliver Buchstab, David Horst, Maximilian Alber, Lukas Ruff, Klaus-Robert Müller, Frederick Klauschen

CoRR, 2024

xMIL: Insightful Explanations for Multiple Instance Learning in Histopathology.

Julius Hense, Mina Jamshidi Idaji, Oliver Eberle, Thomas Schnake, Jonas Dippel, Laure Ciernik, Oliver Buchstab, Andreas Mock, Frederick Klauschen, Klaus-Robert Müller

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024