Cover Image

Democratising Pathology Co-Pilots: An Open Pipeline and Dataset for Whole-Slide Vision-Language Modelling

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Moonemans, Sander, Ram, Sebastiaan, Meeuwsen, Frédérique, Lems, Carlijn, van der Laak, Jeroen, Litjens, Geert, Ciompi, Francesco
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Uncertainty-guided annotation enhances segmentation with the human-in-the-loop
by: Khalili, Nadieh, et al.
Published: (2024)

Masked Attention as a Mechanism for Improving Interpretability of Vision Transformers
by: Grisi, Clément, et al.
Published: (2024)

A Multicentric Dataset for Training and Benchmarking Breast Cancer Segmentation in H&E Slides
by: Lems, Carlijn, et al.
Published: (2025)

"No negatives needed": weakly-supervised regression for interpretable tumor detection in whole-slide histopathology images
by: D'Amato, Marina, et al.
Published: (2025)

Prototype-Based Multiple Instance Learning for Gigapixel Whole Slide Image Classification
by: Sun, Susu, et al.
Published: (2025)

Label-free Concept Based Multiple Instance Learning for Gigapixel Histopathology
by: Sun, Susu, et al.
Published: (2025)

DALPHIN: Benchmarking Digital Pathology AI Copilots Against Pathologists on an Open Multicentric Dataset
by: Lems, Carlijn, et al.
Published: (2026)

Improving Quality Control of Whole Slide Images by Explicit Artifact Augmentation
by: Jurgas, Artur, et al.
Published: (2024)

HISTAI: An Open-Source, Large-Scale Whole Slide Image Dataset for Computational Pathology
by: Nechaev, Dmitry, et al.
Published: (2025)

Fully Automatic Content-Aware Tiling Pipeline for Pathology Whole Slide Images
by: Jabar, Falah, et al.
Published: (2024)

SlideChat: A Large Vision-Language Assistant for Whole-Slide Pathology Image Understanding
by: Chen, Ying, et al.
Published: (2024)

Designing UNICORN: a Unified Benchmark for Imaging in Computational Pathology, Radiology, and Natural Language
by: Stegeman, Michelle, et al.
Published: (2026)

Multimodal Whole Slide Foundation Model for Pathology
by: Ding, Tong, et al.
Published: (2024)

Hitchhiker's guide to cancer-associated lymphoid aggregates in histology images: manual and deep learning-based quantification approaches
by: Silina, Karina, et al.
Published: (2024)

Sentimientos, afectos y lógica afectiva: Su lugar en nuestra comprensión del otro y del mundo
by: Luc Ciompi
Published: (2007)

Benchmarking Pathology Feature Extractors for Whole Slide Image Classification
by: Wölflein, Georg, et al.
Published: (2023)

Efficient Whole Slide Pathology VQA via Token Compression
by: Lyu, Weimin, et al.
Published: (2025)

Pathology Report Generation and Multimodal Representation Learning for Cutaneous Melanocytic Lesions
by: Lucassen, Ruben T., et al.
Published: (2025)

On the Importance of Text Preprocessing for Multimodal Representation Learning and Pathology Report Generation
by: Lucassen, Ruben T., et al.
Published: (2025)

A General Pipeline for Glomerulus Whole-Slide Image Segmentation
by: Cap, Quan Huu
Published: (2024)

Whole Slide Concepts: A Supervised Foundation Model For Pathological Images
by: Nicke, Till, et al.
Published: (2025)

MPath: Multimodal Pathology Report Generation from Whole Slide Images
by: Wahab, Noorul, et al.
Published: (2025)

SEW: Self-calibration Enhanced Whole Slide Pathology Image Analysis
by: Luo, Haoming, et al.
Published: (2024)

Accurate Classification of Pathological Whole‐Slide Images for Out‐of‐Distribution Generalization
by: Kai Sun, et al.
Published: (2025)

ZeroSlide: Is Zero-Shot Classification Adequate for Lifelong Learning in Whole-Slide Image Analysis in the Era of Pathology Vision-Language Foundation Models?
by: Bui, Doanh C., et al.
Published: (2025)

Pathology-CoT: Learning Visual Chain-of-Thought Agent from Expert Whole Slide Image Diagnosis Behavior
by: Wang, Sheng, et al.
Published: (2025)

Democratising the Museum
Published: (2021)

Democratising History
Published: (2025)

Democratisation in the Maghreb
by: Hill, J.N.C
Published: (2021)

Efficient Quality Control of Whole Slide Pathology Images with Human-in-the-loop Training
by: Patil, Abhijeet, et al.
Published: (2024)

Multimodal Cross-Task Interaction for Survival Analysis in Whole Slide Pathological Images
by: Jiang, Songhan, et al.
Published: (2024)

Diagnostic Text-guided Representation Learning in Hierarchical Classification for Pathological Whole Slide Image
by: Li, Jiawen, et al.
Published: (2024)

WsiCaption: Multiple Instance Generation of Pathology Reports for Gigapixel Whole-Slide Images
by: Chen, Pingyi, et al.
Published: (2023)

Single GPU Task Adaptation of Pathology Foundation Models for Whole Slide Image Analysis
by: Kumar, Neeraj, et al.
Published: (2025)

EvoPS: Evolutionary Patch Selection for Whole Slide Image Analysis in Computational Pathology
by: Hashemian, Saya, et al.
Published: (2025)

Fusion of Multi-scale Heterogeneous Pathology Foundation Models for Whole Slide Image Analysis
by: Yang, Zhidong, et al.
Published: (2025)

Enhanced Diagnostic Fidelity in Pathology Whole Slide Image Compression via Deep Learning
by: Fischer, Maximilian, et al.
Published: (2025)

Democratising Participatory Research
by: Martinez Vargas, Carmen
Published: (2022)

Democratising Clinical AI through Dataset Condensation for Classical Clinical Models
by: Thakur, Anshul, et al.
Published: (2026)

Cluster-First Labelling: An Automated Pipeline for Segmentation and Morphological Clustering in Histology Whole Slide Images
by: Ahmad, Muhammad Haseeb, et al.
Published: (2026)