Lifelong nnU-Net: a framework for standardized medical continual learning C González, A Ranem, D Pinto dos Santos, A Othman, A Mukhopadhyay Scientific Reports 13 (1), 9381, 2023 | 24 | 2023 |
Continual hippocampus segmentation with transformers A Ranem, C González, A Mukhopadhyay Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 20 | 2022 |
Task-agnostic continual hippocampus segmentation for smooth population shifts C González, A Ranem, A Othman, A Mukhopadhyay MICCAI Workshop on Domain Adaptation and Representation Transfer, 108-118, 2022 | 14 | 2022 |
Continual atlas-based segmentation of prostate MRI A Ranem, C González, DP dos Santos, AM Bucher, AE Othman, ... Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024 | 8 | 2024 |
Exploring sam ablations for enhancing medical segmentation in radiology and pathology A Ranem, N Babendererde, M Fuchs, A Mukhopadhyay arXiv preprint arXiv:2310.00504, 2023 | 6 | 2023 |
Detecting respiratory motion artefacts for cardiovascular MRIs to ensure high-quality segmentation A Ranem, J Kalkhof, C Özer, A Mukhopadhyay, I Oksuz International Workshop on Statistical Atlases and Computational Models of …, 2022 | 4 | 2022 |
Unsupervised training of neural cellular automata on edge devices J Kalkhof, A Ranem, A Mukhopadhyay International Conference on Medical Image Computing and Computer-Assisted …, 2024 | 2 | 2024 |
UnCLe SAM: Unleashing SAM’s Potential for Continual Prostate MRI Segmentation A Ranem, MAM Aflal, M Fuchs, A Mukhopadhyay Medical Imaging with Deep Learning, 2024 | 1 | 2024 |
NCAdapt: Dynamic adaptation with domain-specific Neural Cellular Automata for continual hippocampus segmentation A Ranem, J Kalkhof, A Mukhopadhyay arXiv preprint arXiv:2410.23368, 2024 | | 2024 |
Quality monitoring of federated Covid-19 lesion segmentation C González, CL Harder, A Ranem, R Fischbach, IJ Kaltenborn, A Dadras, ... Bildverarbeitung für die Medizin 2022: Proceedings, German Workshop on …, 2022 | | 2022 |