MRI Breast tissue segmentation using nnU-Net for biomechanical modeling
Fuente:
arXiv
Saved in:
| Main Authors: | Pooyan, Melika, Awwad, Hadeel, García, Eloy, Martí, Robert |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Training and Comparison of nnU-Net and DeepMedic Methods for Autosegmentation of Pediatric Brain Tumors
by: Vossough, Arastoo, et al.
Published: (2024)
by: Vossough, Arastoo, et al.
Published: (2024)
Selective Phase-Aware Training of nnU-Net for Robust Breast Cancer Segmentation in Multi-Center DCE-MRI
by: Zayim, Beyza, et al.
Published: (2025)
by: Zayim, Beyza, et al.
Published: (2025)
How good nnU-Net for Segmenting Cardiac MRI: A Comprehensive Evaluation
by: Gunawardhana, Malitha, et al.
Published: (2024)
by: Gunawardhana, Malitha, et al.
Published: (2024)
Lung tumor segmentation in MRI mice scans using 3D nnU-Net with minimum annotations
by: Kaniewski, Piotr, et al.
Published: (2024)
by: Kaniewski, Piotr, et al.
Published: (2024)
Automated surgical planning with nnU-Net: delineation of the anatomy in hepatobiliary phase MRI
by: Olthof, Karin A., et al.
Published: (2025)
by: Olthof, Karin A., et al.
Published: (2025)
Training Beyond Convergence: Grokking nnU-Net for Glioma Segmentation in Sub-Saharan MRI
by: Barakat, Mohtady, et al.
Published: (2026)
by: Barakat, Mohtady, et al.
Published: (2026)
A Comprehensive Framework for Automated Segmentation of Perivascular Spaces in Brain MRI with the nnU-Net
by: Pham, William, et al.
Published: (2024)
by: Pham, William, et al.
Published: (2024)
Optimizing the nnU-Net model for brain tumor (Glioma) segmentation Using a BraTS Sub-Saharan Africa (SSA) dataset
by: Kalu, Chukwuemeka Arua, et al.
Published: (2025)
by: Kalu, Chukwuemeka Arua, et al.
Published: (2025)
Multiscale Encoder and Omni-Dimensional Dynamic Convolution Enrichment in nnU-Net for Brain Tumor Segmentation
by: Mistry, Sahaj K., et al.
Published: (2024)
by: Mistry, Sahaj K., et al.
Published: (2024)
Towards Reliable Pediatric Brain Tumor Segmentation: Task-Specific nnU-Net Enhancements
by: Li, Xiaolong, et al.
Published: (2025)
by: Li, Xiaolong, et al.
Published: (2025)
Left Atrial Segmentation with nnU-Net Using MRI
by: Hosseinabadi, Fatemeh, et al.
Published: (2025)
by: Hosseinabadi, Fatemeh, et al.
Published: (2025)
Joint image reconstruction and segmentation of real-time cardiac MRI in free-breathing using a model based on disentangled representation learning
by: Wech, Tobias, et al.
Published: (2024)
by: Wech, Tobias, et al.
Published: (2024)
Swin UNETR segmentation with automated geometry filtering for biomechanical modeling of knee joint cartilage
by: Kakavand, Reza, et al.
Published: (2024)
by: Kakavand, Reza, et al.
Published: (2024)
Topology-Driven Fusion of nnU-Net and MedNeXt for Accurate Brain Tumor Segmentation on Sub-Saharan Africa Dataset
by: Bohara, Prabin, et al.
Published: (2026)
by: Bohara, Prabin, et al.
Published: (2026)
Rel-UNet: Reliable Tumor Segmentation via Uncertainty Quantification in nnU-Net
by: Ziaee, Seyed Sina, et al.
Published: (2025)
by: Ziaee, Seyed Sina, et al.
Published: (2025)
EXACT-Net:EHR-guided lung tumor auto-segmentation for non-small cell lung cancer radiotherapy
by: Hooshangnejad, Hamed, et al.
Published: (2024)
by: Hooshangnejad, Hamed, et al.
Published: (2024)
Filling of incomplete sinograms from sparse PET detector configurations using a residual U-Net
by: Leffler, Klara, et al.
Published: (2025)
by: Leffler, Klara, et al.
Published: (2025)
Demystifying the Effect of Receptive Field Size in U-Net Models for Medical Image Segmentation
by: Loos, Vincent, et al.
Published: (2024)
by: Loos, Vincent, et al.
Published: (2024)
Evaluating structural uncertainty in accelerated MRI: are voxelwise measures useful surrogates?
by: Trautmann, Luca L. C., et al.
Published: (2025)
by: Trautmann, Luca L. C., et al.
Published: (2025)
Graph Neural Networks for modelling breast biomechanical compression
by: Awwad, Hadeel, et al.
Published: (2024)
by: Awwad, Hadeel, et al.
Published: (2024)
fastMRI Breast: A publicly available radial k-space dataset of breast dynamic contrast-enhanced MRI
by: Solomon, Eddy, et al.
Published: (2024)
by: Solomon, Eddy, et al.
Published: (2024)
Two-Stage nnU-Net for Automatic Multi-class Bi-Atrial Segmentation from LGE-MRIs
by: On, Y., et al.
Published: (2025)
by: On, Y., et al.
Published: (2025)
Cancer cytoplasm segmentation in hyperspectral cell image with data augmentation
by: Sultana, Rebeka, et al.
Published: (2025)
by: Sultana, Rebeka, et al.
Published: (2025)
nnMobileNet: Rethinking CNN for Retinopathy Research
by: Zhu, Wenhui, et al.
Published: (2023)
by: Zhu, Wenhui, et al.
Published: (2023)
MRI Image Generation Based on Text Prompts
by: Fan, Xinxian, et al.
Published: (2025)
by: Fan, Xinxian, et al.
Published: (2025)
A Green Solution for Breast Region Segmentation Using Deep Active Learning
by: Narimani, Sam, et al.
Published: (2026)
by: Narimani, Sam, et al.
Published: (2026)
Anatomy-constrained modelling of image-derived input functions in dynamic PET using multi-organ segmentation
by: Langer, Valentin, et al.
Published: (2025)
by: Langer, Valentin, et al.
Published: (2025)
Joint Supervised and Self-supervised Learning for MRI Reconstruction
by: Yiasemis, George, et al.
Published: (2023)
by: Yiasemis, George, et al.
Published: (2023)
Multi-dynamic deep image prior for cardiac MRI
by: Vornehm, Marc, et al.
Published: (2024)
by: Vornehm, Marc, et al.
Published: (2024)
Generative Modeling of Complex-Valued Brain MRI Data
by: Schlimbach, Marco, et al.
Published: (2026)
by: Schlimbach, Marco, et al.
Published: (2026)
End-to-end Adaptive Dynamic Subsampling and Reconstruction for Cardiac MRI
by: Yiasemis, George, et al.
Published: (2024)
by: Yiasemis, George, et al.
Published: (2024)
Spatiotemporal implicit neural representation for unsupervised dynamic MRI reconstruction
by: Feng, Jie, et al.
Published: (2022)
by: Feng, Jie, et al.
Published: (2022)
CheXmask: a large-scale dataset of anatomical segmentation masks for multi-center chest x-ray images
by: Gaggion, Nicolás, et al.
Published: (2023)
by: Gaggion, Nicolás, et al.
Published: (2023)
On Real-time Image Reconstruction with Neural Networks for MRI-guided Radiotherapy
by: Waddington, David E. J., et al.
Published: (2022)
by: Waddington, David E. J., et al.
Published: (2022)
4D iterative reconstruction of brain fMRI in the moving fetus
by: Taymourtash, Athena, et al.
Published: (2021)
by: Taymourtash, Athena, et al.
Published: (2021)
Spatial and Modal Optimal Transport for Fast Cross-Modal MRI Reconstruction
by: Wang, Qi, et al.
Published: (2023)
by: Wang, Qi, et al.
Published: (2023)
Domain-conditioned and Temporal-guided Diffusion Modeling for Accelerated Dynamic MRI Reconstruction
by: Zhang, Liping, et al.
Published: (2025)
by: Zhang, Liping, et al.
Published: (2025)
Unsupervised Representation Learning for 3D MRI Super Resolution with Degradation Adaptation
by: Liu, Jianan, et al.
Published: (2022)
by: Liu, Jianan, et al.
Published: (2022)
Diffusion Model-based FOD Restoration from High Distortion in dMRI
by: Huang, Shuo, et al.
Published: (2024)
by: Huang, Shuo, et al.
Published: (2024)
Texture Feature Analysis for Classification of Early-Stage Prostate Cancer in mpMRI
by: Muftah, Asmail, et al.
Published: (2024)
by: Muftah, Asmail, et al.
Published: (2024)
Similar Items
-
Training and Comparison of nnU-Net and DeepMedic Methods for Autosegmentation of Pediatric Brain Tumors
by: Vossough, Arastoo, et al.
Published: (2024) -
Selective Phase-Aware Training of nnU-Net for Robust Breast Cancer Segmentation in Multi-Center DCE-MRI
by: Zayim, Beyza, et al.
Published: (2025) -
How good nnU-Net for Segmenting Cardiac MRI: A Comprehensive Evaluation
by: Gunawardhana, Malitha, et al.
Published: (2024) -
Lung tumor segmentation in MRI mice scans using 3D nnU-Net with minimum annotations
by: Kaniewski, Piotr, et al.
Published: (2024) -
Automated surgical planning with nnU-Net: delineation of the anatomy in hepatobiliary phase MRI
by: Olthof, Karin A., et al.
Published: (2025)