Josien P.W. Pluim

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

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Achievements

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🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🚀 Conference Pioneer

Venues

MIDL (2)

Top co-authors

Marcel Breeuwer (1) Franco Badaloni (1) Gino M. Kuiper (1) Juan C. Caicedo (1) Tim J.M. Jaspers (1) Ronald L.P.D. de Jong (1) Maxime W. Lafarge (1) Mitko Veta (1) Fons van der Sommen (1) Jelle P. Ruurda (1)

Research topics

Deep Learning (2) Computer Vision (1) Healthcare & Medicine (1) Machine Learning (1) Analysis (1) Clinical (1) Core Methods (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Models (1)

Keywords

semantic segmentation (1) self-supervised learning (1) unsupervised representation learning (1) variational autoencoder (1) surgical phase recognition (1) single-cell phenotypic variation (1) image-based profiling (1) adversarial similarity constraint (1) surgical representation learning (1) dino model (1)

Papers

Towards Effective Surgical Representation Learning with DINO Models MIDL 2026 Capturing Single-Cell Phenotypic Variation via Unsupervised Representation Learning MIDL 2019