Francesco Ciompi

4 papers · 2019–2026 · 1 venue · across top CS/AI venues

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Achievements

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🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

MIDL (4)

Top co-authors

Jeroen van der Laak (3) Cornelis Verhoef (1) Diederik Höppener (1) Pieter Nierop (1) Thijs Gelton (1) Carlijn Lems (1) Hans Pinckaers (1) Leander van Eekelen (1) Dirk Grünhagen (1) Peter van Zwam (1)

Research topics

Computer Vision (2) Deep Learning (2) Machine Learning (2) Domain-Specific (2) Artificial Intelligence (1) Healthcare & Medicine (1) Analysis (1) Clinical (1) Core Methods (1) Learning Paradigms (1) Learning Types (1) Models (1) Processing (1) Techniques (1)

Keywords

histopathology image (2) semantic segmentation (1) image segmentation (1) multi-task learning (1) visual question answering (1) image compression (1) weak supervision (1) instruction tuning (1) vision-language model (1) whole slide image (1) loss balancing (1) sparse annotation (1) digital pathology (1) feature transfer (1) computational pathology (1) whole slide imaging (1) pathology imaging (1) biomarker development (1) representation learning (1) pathology co-pilot (1)

Papers

Democratising Pathology Co-Pilots: An Open Pipeline and Dataset for Whole-Slide Vision-Language Modelling MIDL 2026 nnUNet meets pathology: Bridging the gap for application to whole slide images and computational biomarkers MIDL 2023 Extending Unsupervised Neural Image Compression With Supervised Multitask Learning MIDL 2020 Learning from sparsely annotated data for semantic segmentation in histopathology images MIDL 2019