Copertina

Automated Prostate Gland Segmentation in MRI Using nnU-Net

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Rodriguez-Belenguer, Pablo, Ribas, Gloria, Escribano, Javier Aquerreta, Moreno-Calatayud, Rafael, Cerda-Alberich, Leonor, Marti-Bonmati, Luis
Natura:	Preprint
Pubblicazione:	2026
Soggetti:	Computer Vision and Pattern Recognition
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Left Atrial Segmentation with nnU-Net Using MRI
di: Hosseinabadi, Fatemeh, et al.
Pubblicazione: (2025)

MRI Breast tissue segmentation using nnU-Net for biomechanical modeling
di: Pooyan, Melika, et al.
Pubblicazione: (2024)

Scaling nnU-Net for CBCT Segmentation
di: Isensee, Fabian, et al.
Pubblicazione: (2024)

Auto-nnU-Net: Towards Automated Medical Image Segmentation
di: Becktepe, Jannis, et al.
Pubblicazione: (2025)

A Comprehensive Framework for Automated Segmentation of Perivascular Spaces in Brain MRI with the nnU-Net
di: Pham, William, et al.
Pubblicazione: (2024)

Automated surgical planning with nnU-Net: delineation of the anatomy in hepatobiliary phase MRI
di: Olthof, Karin A., et al.
Pubblicazione: (2025)

How good nnU-Net for Segmenting Cardiac MRI: A Comprehensive Evaluation
di: Gunawardhana, Malitha, et al.
Pubblicazione: (2024)

Budget-Aware Uncertainty for Radiotherapy Segmentation QA Using nnU-Net
di: Brioso, Ricardo Coimbra, et al.
Pubblicazione: (2026)

Training Beyond Convergence: Grokking nnU-Net for Glioma Segmentation in Sub-Saharan MRI
di: Barakat, Mohtady, et al.
Pubblicazione: (2026)

Federated nnU-Net for Privacy-Preserving Medical Image Segmentation
di: Skorupko, Grzegorz, et al.
Pubblicazione: (2025)

Automated Lesion Segmentation of Stroke MRI Using nnU-Net: A Comprehensive External Validation Across Acute and Chronic Lesions
di: Truzman, Tammar, et al.
Pubblicazione: (2026)

MRI-based Head and Neck Tumor Segmentation Using nnU-Net with 15-fold Cross-Validation Ensemble
di: Mol, Frank N., et al.
Pubblicazione: (2024)

Efficient Bayesian Uncertainty Estimation for nnU-Net
di: Zhao, Yidong, et al.
Pubblicazione: (2022)

Efficient Brain Tumor Segmentation Using1 Hybrid-Pruned nnU-Net2
di: Muhammad, Jameel, et al.
Pubblicazione: (2025)

Rel-UNet: Reliable Tumor Segmentation via Uncertainty Quantification in nnU-Net
di: Ziaee, Seyed Sina, et al.
Pubblicazione: (2025)

Exploring Optical Flow Inclusion into nnU-Net Framework for Surgical Instrument Segmentation
di: Fernández-Rodríguez, Marcos, et al.
Pubblicazione: (2024)

Selective Phase-Aware Training of nnU-Net for Robust Breast Cancer Segmentation in Multi-Center DCE-MRI
di: Zayim, Beyza, et al.
Pubblicazione: (2025)

Towards Reliable Pediatric Brain Tumor Segmentation: Task-Specific nnU-Net Enhancements
di: Li, Xiaolong, et al.
Pubblicazione: (2025)

Privacy-Aware Federated nnU-Net for ECG Page Digitization
di: Nemati, Nader
Pubblicazione: (2025)

Multiscale Encoder and Omni-Dimensional Dynamic Convolution Enrichment in nnU-Net for Brain Tumor Segmentation
di: Mistry, Sahaj K., et al.
Pubblicazione: (2024)

nnU-Net Revisited: A Call for Rigorous Validation in 3D Medical Image Segmentation
di: Isensee, Fabian, et al.
Pubblicazione: (2024)

Cracking the PUMA Challenge in 24 Hours with CellViT++ and nnU-Net
di: Shahamiri, Negar, et al.
Pubblicazione: (2025)

Lung tumor segmentation in MRI mice scans using 3D nnU-Net with minimum annotations
di: Kaniewski, Piotr, et al.
Pubblicazione: (2024)

Two-Stage nnU-Net for Automatic Multi-class Bi-Atrial Segmentation from LGE-MRIs
di: On, Y., et al.
Pubblicazione: (2025)

UMambaAdj: Advancing GTV Segmentation for Head and Neck Cancer in MRI-Guided RT with UMamba and nnU-Net ResEnc Planner
di: Ren, Jintao, et al.
Pubblicazione: (2024)

Multi-encoder nnU-Net outperforms transformer models with self-supervised pretraining
di: Otaghsara, Seyedeh Sahar Taheri, et al.
Pubblicazione: (2025)

Training and Comparison of nnU-Net and DeepMedic Methods for Autosegmentation of Pediatric Brain Tumors
di: Vossough, Arastoo, et al.
Pubblicazione: (2024)

Advanced Tumor Segmentation in PET/CT Imaging: A Training Strategy Study with nnU-Net for AutoPET III
di: Alasmawi, Hussain
Pubblicazione: (2026)

Topology-Driven Fusion of nnU-Net and MedNeXt for Accurate Brain Tumor Segmentation on Sub-Saharan Africa Dataset
di: Bohara, Prabin, et al.
Pubblicazione: (2026)

Dual channel CW nnU-Net for 3D PET-CT Lesion Segmentation in 2024 autoPET III Challenge
di: Wang, Ching-Wei, et al.
Pubblicazione: (2024)

Deep Learning Myocardial Segmentation in 3D Whole‐Heart Joint T1/T2 Mapping: Comparison of nnU‐Net and MA‐SAM
di: G. Carlota Rivera, et al.
Pubblicazione: (2026)

KLO-Net: A Dynamic K-NN Attention U-Net with CSP Encoder for Efficient Prostate Gland Segmentation from MRI
di: Tian, Anning, et al.
Pubblicazione: (2025)

Optimizing the nnU-Net model for brain tumor (Glioma) segmentation Using a BraTS Sub-Saharan Africa (SSA) dataset
di: Kalu, Chukwuemeka Arua, et al.
Pubblicazione: (2025)

Adición de vitaminas y oligoelementos a la nutrición parenteral
di: E. Martí-Bonmatí
Pubblicazione: (2011)

Estudio multicéntrico de prevalencia de hiperglucemia en pacientes hospitalizados con nutrición parenteral
di: E. Martí-Bonmatí
Pubblicazione: (2006)

Efecto in vitro de la adición de resinas de intercambio iónico sobre la biodisponibilidad de electrolitos en fórmulas de nutrición enteral artificial
di: E. Martí Bonmati
Pubblicazione: (2008)

Improving Prostate Gland Segmentation Using Transformer based Architectures
di: Abudalou, Shatha, et al.
Pubblicazione: (2025)

Dosimetric comparison of the BNCT treatment planning performances when using a nnU-NET to automatically segment Glioblastoma Multiforme
di: Pezzi, Cristina, et al.
Pubblicazione: (2024)

Stress-testing cross-cancer generalizability of 3D nnU-Net for PET-CT tumor segmentation: multi-cohort evaluation with novel oesophageal and lung cancer datasets
di: Ghosh, Soumen, et al.
Pubblicazione: (2025)

Diversidad de la familia Orchidaceae en los bosques montanos de San Ignacio (Cajamarca, Perú)
di: Gloria Calatayud
Pubblicazione: (2005)