Kerol Djoumessi

4 papers · 2024–2026 · 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

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🚀 Conference Pioneer

Venues

MICCAI (3) MIDL (1)

Top co-authors

Philipp Berens (4) Lisa Koch (2) David Merle (1) Bubacarr Bah (1) Sarah Müller (1) Simon J. Clark (1) Laura Kühlewein (1) Samuel Ofosu Mensah (1) Julius Gervelmeyer (1)

Research topics

Artificial Intelligence (1) Deep Learning (1) Healthcare & Medicine (1) Clinical (1) Core AI (1) Optimization & Theory (1)

Keywords

medical image analysis (1) convolutional neural network (1) post-hoc explanation (1) class activation map (1) self-explainable model (1)

Papers

SoftCAM: Making black box models self-explainable for medical image analysis MIDL 2026 Prototype-Guided and Lightweight Adapters for Inherent Interpretation and Generalisation in Federated Learning MICCAI 2025 Interpretable-by-design Deep Survival Analysis for Disease Progression Modeling MICCAI 2024 This actually looks like that: Proto-BagNets for local and global interpretability-by-design MICCAI 2024