Geert Litjens
7 papers · 2019–2026 · 2 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (2) 🏃 Academic Marathon (6) 🐝 Cross-Pollinator (15) 🧭 Keyword Pioneer
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Hot Topic Early Bird
🚀
Conference Pioneer
Conferences
MIDL (6)
MICCAI (1)
Top co-authors
Keywords
vision-language model
(2)
digital pathology
(2)
data augmentation
(1)
multi-label classification
(1)
cross-modal retrieval
(1)
medical image segmentation
(1)
image-to-image translation
(1)
instruction tuning
(1)
convolutional neural network
(1)
out-of-distribution detection
(1)
uncertainty estimation
(1)
histopathological image
(1)
domain shift
(1)
predictive uncertainty
(1)
whole-slide image
(1)
multi-head convolutional neural network
(1)
stain variation
(1)
automated data augmentation
(1)
cycle-consistent generative adversarial network
(1)
stain transformation
(1)
Papers
Democratising Pathology Co-Pilots: An Open Pipeline and Dataset for Whole-Slide Vision-Language Modelling
MIDL 2026
A Balancing Act: Optimizing Classification and Retrieval in Cross-Modal Vision Models
MIDL 2025
Prototype-Based Multiple Instance Learning for Gigapixel Whole Slide Image Classification
MICCAI 2025
Medical diffusion on a budget: Textual Inversion for medical image generation
MIDL 2024
Tailoring automated data augmentation to H&E-stained histopathology
MIDL 2021
Efficient Out-of-Distribution Detection in Digital Pathology Using Multi-Head Convolutional Neural Networks
MIDL 2020
Stain-Transforming Cycle-Consistent Generative Adversarial Networks for Improved Segmentation of Renal Histopathology
MIDL 2019