Amin Ranem

According to our database, Amin Ranem authored at least 9 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

NCAdapt: Dynamic adaptation with domain-specific Neural Cellular Automata for continual hippocampus segmentation.

Amin Ranem, John Kalkhof, Anirban Mukhopadhyay

CoRR, 2024

NCA-Morph: Medical Image Registration with Neural Cellular Automata.

Amin Ranem, John Kalkhof, Anirban Mukhopadhyay

CoRR, 2024

Continual atlas-based segmentation of prostate MRI.

Amin Ranem, Camila González, Daniel Pinto dos Santos, Andreas M. Bucher, Ahmed E. Othman, Anirban Mukhopadhyay

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Unsupervised Training of Neural Cellular Automata on Edge Devices.

John Kalkhof, Amin Ranem, Anirban Mukhopadhyay

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

2023

Exploring SAM Ablations for Enhancing Medical Segmentation in Radiology and Pathology.

Amin Ranem, Niklas Babendererde, Moritz Fuchs, Anirban Mukhopadhyay

CoRR, 2023

2022

Detecting Respiratory Motion Artefacts for Cardiovascular MRIs to Ensure High-Quality Segmentation.

Amin Ranem, John Kalkhof, Caner Özer, Anirban Mukhopadhyay, Ilkay Öksüz

Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers, 2022

Task-Agnostic Continual Hippocampus Segmentation for Smooth Population Shifts.

Camila González, Amin Ranem, Ahmed E. Othman, Anirban Mukhopadhyay

Proceedings of the Domain Adaptation and Representation Transfer - 4th MICCAI Workshop, 2022

Continual Hippocampus Segmentation with Transformers.

Amin Ranem, Camila González, Anirban Mukhopadhyay

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Quality Monitoring of Federated Covid-19 Lesion Segmentation.

Camila González, Christian L. Harder, Amin Ranem, Ricarda Fischbach, Isabel J. Kaltenborn, Armin Dadras, Andreas M. Bucher, Anirban Mukhopadhyay

Proceedings of the Bildverarbeitung für die Medizin 2022, 2022