Susu Sun

4 papers · 2023–2026 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird

Venues

MICCAI (2) MIDL (2)

Top co-authors

Christian F. Baumgartner (4) Lisa M. Koch (3) Alceu Bissoto (2) Tim Flühmann (1) Dominique van Midden (1) Aasa Feragen (1) Trung-Dung Hoang (1) Geert Litjens (1) Siavash Bigdeli (1) Andreas Maier (1)

Research topics

Artificial Intelligence (2) Core AI (2) Computer Vision (1) Deep Learning (1) Healthcare & Medicine (1) Machine Learning (1) Clinical (1) Core Methods (1) Processing (1) Techniques (1)

Keywords

logistic regression (1) medical imaging (1) multi-label classification (1) interpretable machine learning (1) medical image segmentation (1) deep learning model (1) counterfactual explanation (1) subgroup discovery (1) systematic failure (1) failure analysis (1) slice discovery method (1)

Papers

SEG4SEG: Identifying Systematic Failure Modes in Segmentation by Subgroup Discovery Methods MIDL 2026 Prototype-Based Multiple Instance Learning for Gigapixel Whole Slide Image Classification MICCAI 2025 Subgroup Performance Analysis in Hidden Stratifications MICCAI 2025 Inherently Interpretable Multi-Label Classification Using Class-Specific Counterfactuals MIDL 2023