publications

Journal Articles

2025

  1. Hierarchical Vision Transformers for prostate biopsy grading: Towards bridging the generalization gap 
    Clément Grisi, Kimmo Kartasalo, Martin Eklund, and 3 more authors
    Medical Image Analysis, 2025
    Paper Code

Conference Papers

2024

  1. Masked Attention as a Mechanism for Improving Interpretability of Vision Transformers
    Clément Grisi, Geert Litjens, and Jeroen van der Laak
    Medical Imaging with Deep Learning (MIDL), 2024
    Paper

2023

  1. Hierarchical Vision Transformers for Context-Aware Prostate Cancer Grading in Whole Slide Images
    Clément Grisi, Geert Litjens, and Jeroen van der Laak
    Medical Imaging Workshop, NeurIPS, 2023
    Paper

Preprints

2026

  1. Deep Learning From Routine Histology Improves Risk Stratification for Biochemical Recurrence in Prostate Cancer
    Clément Grisi, Khrystyna Faryna, Nefise Uysal, and 11 more authors
    2026
    Paper
  2. Designing UNICORN: a Unified Benchmark for Imaging in Computational Pathology, Radiology, and Natural Language
    Clément Grisi, Michelle Stegeman, Lena Philipp, and 19 more authors
    2026
    Paper