Comparative Analysis of Deep Learning Architectures for Breast Region Segmentation with a Novel Breast Boundary Proposal
Fuente:
arXiv
Saved in:
| Main Authors: | Narimani, Sam, Hoff, Solveig Roth, Kurz, Kathinka Dæhli, Gjesdal, Kjell-Inge, Geisler, Jurgen, Grovik, Endre |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
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)
Sustainable Deep Learning-Based Breast Lesion Segmentation: Impact of Breast Region Segmentation on Performance
by: Narimani, Sam, et al.
Published: (2025)
by: Narimani, Sam, et al.
Published: (2025)
Validation of Fully-Automated Deep Learning-Based Fibroglandular Tissue Segmentation for Efficient and Reliable Quantitation of Background Parenchymal Enhancement in Breast MRI
by: Kuo, Yu-Tzu, et al.
Published: (2025)
by: Kuo, Yu-Tzu, et al.
Published: (2025)
Editorial for “MRI‐Based Kinetic Heterogeneity Evaluation in the Accurate Access of Axillary Lymph Node Status in Breast Cancer Using a Hybrid CNN‐RNN Model”
by: Endre Grøvik
Published: (2024)
by: Endre Grøvik
Published: (2024)
Optimizing MV CBCT Imaging Protocols Using NTCP and Secondary Cancer Risk: A Multi-Site Study in Breast, Pelvic, and Head & Neck Radiotherapy
by: Duong, Thanh Tai, et al.
Published: (2025)
by: Duong, Thanh Tai, et al.
Published: (2025)
Stochastic Reconstruction of the Speed of Sound in Breast Ultrasound Computed Tomography with Phase Encoding in the Frequency Domain
by: Forte, Luca A.
Published: (2025)
by: Forte, Luca A.
Published: (2025)
MRI Breast tissue segmentation using nnU-Net for biomechanical modeling
by: Pooyan, Melika, et al.
Published: (2024)
by: Pooyan, Melika, et al.
Published: (2024)
Quantitative perfusion and water transport time model from multi b-value diffusion magnetic resonance imaging validated against neutron capture microspheres
by: Liu, M., et al.
Published: (2023)
by: Liu, M., et al.
Published: (2023)
Automated HER2 Scoring in Breast Cancer Images Using Deep Learning and Pyramid Sampling
by: Selcuk, Sahan Yoruc, et al.
Published: (2024)
by: Selcuk, Sahan Yoruc, et al.
Published: (2024)
VAST: Vascular Flow Analysis and Segmentation for Intracranial 4D Flow MRI
by: Singh, Abhishek, et al.
Published: (2026)
by: Singh, Abhishek, et al.
Published: (2026)
CATNUS: Coordinate-Aware Thalamic Nuclei Segmentation Using T1-Weighted MRI
by: Feng, Anqi, et al.
Published: (2025)
by: Feng, Anqi, et al.
Published: (2025)
Examining the Influence of Digital Phantom Models in Virtual Imaging Trials for Tomographic Breast Imaging
by: Kavuri, Amar, et al.
Published: (2024)
by: Kavuri, Amar, et al.
Published: (2024)
A Comparative Analysis of CT Degradation for LDCT Nodule Classification using Radiomics
by: Liu, Jiaying, et al.
Published: (2026)
by: Liu, Jiaying, et al.
Published: (2026)
Visualization of Organ Movements Using Automatic Region Segmentation of Swallowing CT
by: Michiwaki, Yukihiro, et al.
Published: (2025)
by: Michiwaki, Yukihiro, et al.
Published: (2025)
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)
Comparing DWI image quality of deep-learning-reconstructed EPI with RESOLVE in breast lesions at 3.0T: a pilot study
by: Tsarouchi, Marialena I., et al.
Published: (2024)
by: Tsarouchi, Marialena I., et al.
Published: (2024)
Segmentation of spinal rootlets across MRI contrasts with RootletSeg
by: Krejci, Katerina, et al.
Published: (2025)
by: Krejci, Katerina, et al.
Published: (2025)
Imaging Transformer for MRI Denoising: a Scalable Model Architecture that enables SNR << 1 Imaging
by: Xue, Hui, et al.
Published: (2025)
by: Xue, Hui, et al.
Published: (2025)
Comparing the physical characteristics of ultrasound and magnetic resonance imaging to diagnose ovarian cysts
by: Jassim, Tariq Nadhim, et al.
Published: (2024)
by: Jassim, Tariq Nadhim, et al.
Published: (2024)
Deep Learning-based Intraoperative MRI Reconstruction
by: Ottesen, Jon André, et al.
Published: (2024)
by: Ottesen, Jon André, et al.
Published: (2024)
Generative Style Transfer for MRI Image Segmentation: A Case of Glioma Segmentation in Sub-Saharan Africa
by: Chepchirchir, Rancy, et al.
Published: (2025)
by: Chepchirchir, Rancy, et al.
Published: (2025)
A Novel Differential Pathlength Factor Model for Near-Infrared Diffuse Optical Imaging
by: Niknam, Kaiser, et al.
Published: (2026)
by: Niknam, Kaiser, et al.
Published: (2026)
A Novel Channel Boosted Residual CNN-Transformer with Regional-Boundary Learning for Breast Cancer Detection
by: Mehmood, Aamir, et al.
Published: (2025)
by: Mehmood, Aamir, et al.
Published: (2025)
Fast 3D Partial Boundary Data EIT Reconstructions using Direct Inversion CGO-based Methods
by: Hamilton, Sarah J., et al.
Published: (2024)
by: Hamilton, Sarah J., et al.
Published: (2024)
Contrast-Optimized Basis Functions for Self-Navigated Motion Correction in Quantitative MRI
by: Marchetto, Elisa, et al.
Published: (2024)
by: Marchetto, Elisa, et al.
Published: (2024)
Design of 3D Non-Cartesian Trajectories for Fast Volumetric MRI via Analytic Coordinate Discretization
by: Jang, Kwang Eun, et al.
Published: (2025)
by: Jang, Kwang Eun, et al.
Published: (2025)
Intraoperative perfusion assessment by continuous, low-latency hyperspectral light-field imaging: development, methodology, and clinical application
by: Kray, Stefan, et al.
Published: (2025)
by: Kray, Stefan, et al.
Published: (2025)
Photon-Counting CT in Cancer Radiotherapy: Technological Advances and Clinical Benefits
by: Shah, Keyur D., et al.
Published: (2024)
by: Shah, Keyur D., et al.
Published: (2024)
Maintaining SUV Accuracy in Low-Count PET with PETfectior: A Deep Learning Denoising Solution
by: Habarnau, Yamila Rotstein, et al.
Published: (2025)
by: Habarnau, Yamila Rotstein, et al.
Published: (2025)
Ultrashort echo time and zero echo time MR imaging and their applications at high magnetic fields: A literature survey
by: More, Soham Sharad, et al.
Published: (2022)
by: More, Soham Sharad, et al.
Published: (2022)
Let Distortion Guide Restoration (DGR): A physics-informed learning framework for Prostate Diffusion MRI
by: Long, Ziyang, et al.
Published: (2026)
by: Long, Ziyang, et al.
Published: (2026)
Robust phase retrieval with complexity-guidance for coherent X-ray imaging
by: Butola, Mansi, et al.
Published: (2022)
by: Butola, Mansi, et al.
Published: (2022)
High-resolution myelin-water fraction and quantitative relaxation mapping using 3D ViSTa-MR fingerprinting
by: Liao, Congyu, et al.
Published: (2023)
by: Liao, Congyu, et al.
Published: (2023)
Fully 3D Unrolled Magnetic Resonance Fingerprinting Reconstruction via Staged Pretraining and Implicit Gridding
by: Urman, Yonatan, et al.
Published: (2026)
by: Urman, Yonatan, et al.
Published: (2026)
Image Reconstruction with B0 Inhomogeneity using an Interpretable Deep Unrolled Network on an Open-bore MRI-Linac
by: Shan, Shanshan, et al.
Published: (2024)
by: Shan, Shanshan, et al.
Published: (2024)
Accelerating Quantitative MRI using Subspace Multiscale Energy Model (SS-MuSE)
by: Chen, Yan, et al.
Published: (2025)
by: Chen, Yan, et al.
Published: (2025)
A Generalizable 3D Diffusion Framework for Low-Dose and Few-View Cardiac SPECT
by: Xie, Huidong, et al.
Published: (2024)
by: Xie, Huidong, et al.
Published: (2024)
Systematic Review on Learning-based Spectral CT
by: Bousse, Alexandre, et al.
Published: (2023)
by: Bousse, Alexandre, et al.
Published: (2023)
ADOBI: Adaptive Diffusion Bridge For Blind Inverse Problems with Application to MRI Reconstruction
by: Hu, Yuyang, et al.
Published: (2024)
by: Hu, Yuyang, et al.
Published: (2024)
Small metal artifact detection and inpainting in cardiac CT images
by: McKeown, Trevor, et al.
Published: (2024)
by: McKeown, Trevor, et al.
Published: (2024)
Similar Items
-
A Green Solution for Breast Region Segmentation Using Deep Active Learning
by: Narimani, Sam, et al.
Published: (2026) -
Sustainable Deep Learning-Based Breast Lesion Segmentation: Impact of Breast Region Segmentation on Performance
by: Narimani, Sam, et al.
Published: (2025) -
Validation of Fully-Automated Deep Learning-Based Fibroglandular Tissue Segmentation for Efficient and Reliable Quantitation of Background Parenchymal Enhancement in Breast MRI
by: Kuo, Yu-Tzu, et al.
Published: (2025) -
Editorial for “MRI‐Based Kinetic Heterogeneity Evaluation in the Accurate Access of Axillary Lymph Node Status in Breast Cancer Using a Hybrid CNN‐RNN Model”
by: Endre Grøvik
Published: (2024) -
Optimizing MV CBCT Imaging Protocols Using NTCP and Secondary Cancer Risk: A Multi-Site Study in Breast, Pelvic, and Head & Neck Radiotherapy
by: Duong, Thanh Tai, et al.
Published: (2025)