Geert Litjens
7 papers · 2019–2026 · 2 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze
🧬
Topic Evolution
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Keywords
vision-language model
(2)
digital pathology
(2)
medical imaging
(1)
data augmentation
(1)
multi-label classification
(1)
cross-modal retrieval
(1)
medical image segmentation
(1)
image-to-image translation
(1)
instruction tuning
(1)
auc
(1)
convolutional neural network
(1)
out-of-distribution detection
(1)
uncertainty estimation
(1)
histopathological image
(1)
stable diffusion
(1)
domain shift
(1)
whole slide image
(1)
predictive uncertainty
(1)
textual inversion
(1)
multi-head convolutional neural network
(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