Lennart Maack

3 papers · 2024–2024 · 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

MIDL (2) MICCAI (1)

Top co-authors

Debayan Bhattacharya (3) Alexander Schlaefer (3) Finn Behrendt (3) Roland Opfer (2) Julia Kruger (2) Robin Mieling (1) Sarah Latus (1)

Research topics

Deep Learning (2) Machine Learning (2) Computer Vision (1) Healthcare & Medicine (1) Application Areas (1) Clinical (1) Domain-Specific (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1) Models (1)

Keywords

semantic segmentation (1) knowledge distillation (1) diffusion model (1) student network (1) unsupervised anomaly detection (1) dice score (1) teacher network (1) real time (1) pseudo-healthy reconstruction (1) self-supervised uad (1) u-net (1) logits (1)

Papers

Combining Reconstruction-based Unsupervised Anomaly Detection with Supervised Segmentation for Brain MRIs MIDL 2024 Efficient Anatomy Segmentation in Laparoscopic Surgery using Multi-Teacher Knowledge Distillation MIDL 2024 Leveraging the Mahalanobis Distance to enhance Unsupervised Brain MRI Anomaly Detection MICCAI 2024