Amin Ranem

4 papers · 2024–2025 · 3 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 · Silver 🚀 Conference Pioneer

Venues

WACV (2) MICCAI (1) MIDL (1)

Top co-authors

Anirban Mukhopadhyay (4) Moritz Fuchs (1) John Kalkhof (1) Mohamed Afham Mohamed Aflal (1) Camila Gonzalez (1) Ahmed E. Othman (1) John Orlando Kalkhof (1) Daniel Pinto dos Santos (1) Andreas M. Bucher (1)

Research topics

Healthcare & Medicine (3) Machine Learning (3) Clinical (3) Computer Vision (2) Domain-Specific (2) Learning Types (2) Deep Learning (1) Analysis (1) Application Areas (1) Techniques (1)

Keywords

prostate mri (2) medical image segmentation (2) continual learning (2) domain adaptation (1) prototype learning (1) medical imaging (1) foundation model (1) neural cellular automata (1) segment anything model (1) dynamic environment (1) knowledge transferability (1) atlas-based segmentation (1) hippocampus segmentation (1) continual segmentation (1) image segmentation (1) domain generalization (1)

Papers

NCAdapt: Dynamic Adaptation with Domain-Specific Neural Cellular Automata for Continual Hippocampus Segmentation WACV 2025 Continual Atlas-Based Segmentation of Prostate MRI WACV 2024 UnCLe SAM: Unleashing SAM’s Potential for Continual Prostate MRI Segmentation MIDL 2024 Unsupervised Training of Neural Cellular Automata on Edge Devices MICCAI 2024