Performance Evaluation of Vanilla, Residual, and Dense 2D U-Net Architectures for Skull Stripping of Augmented 3D T1-weighted MRI Head Scans
Fuente:
arXiv
Saved in:
| Main Authors: | Pimpalkar, Anway S., Patole, Rashmika K., Kamble, Ketaki D., Shindikar, Mahesh H. |
|---|---|
| Format: | Preprint |
| Published: |
2022
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Boosting Skull-Stripping Performance for Pediatric Brain Images
by: Kelley, William, et al.
Published: (2024)
by: Kelley, William, et al.
Published: (2024)
Benchmarking Vanilla GAN, DCGAN, and WGAN Architectures for MRI Reconstruction: A Quantitative Analysis
by: Mehwish, Humaira, et al.
Published: (2026)
by: Mehwish, Humaira, et al.
Published: (2026)
VHU-Net: Variational Hadamard U-Net for Body MRI Bias Field Correction
by: Zhu, Xin, et al.
Published: (2025)
by: Zhu, Xin, et al.
Published: (2025)
Improving the U-Net Configuration for Automated Delineation of Head and Neck Cancer on MRI
by: Iantsen, Andrei
Published: (2025)
by: Iantsen, Andrei
Published: (2025)
A Novel Framework using Intuitionistic Fuzzy Logic with U-Net and U-Net++ Architecture: A case Study of MRI Bain Image Segmentation
by: Verma, Hanuman, et al.
Published: (2026)
by: Verma, Hanuman, et al.
Published: (2026)
Comparative Analysis of 2D and 3D ResNet Architectures for IDH and MGMT Mutation Detection in Glioma Patients
by: Elyassirad, Danial, et al.
Published: (2024)
by: Elyassirad, Danial, et al.
Published: (2024)
FlowMRI-Net: A Generalizable Self-Supervised 4D Flow MRI Reconstruction network
by: Jacobs, Luuk, et al.
Published: (2024)
by: Jacobs, Luuk, et al.
Published: (2024)
Scan-Adaptive MRI Undersampling Using Neighbor-based Optimization (SUNO)
by: Gautam, Siddhant, et al.
Published: (2025)
by: Gautam, Siddhant, et al.
Published: (2025)
EMulator: Rapid Estimation of Complex-valued Electric Fields using a U-Net Architecture
by: Ahsan, Fatima, et al.
Published: (2025)
by: Ahsan, Fatima, et al.
Published: (2025)
Learning Scan-Adaptive MRI Undersampling Patterns with Pre-Optimized Mask Supervision
by: Dhar, Aryan, et al.
Published: (2025)
by: Dhar, Aryan, et al.
Published: (2025)
Tractography with T1-weighted MRI and associated anatomical constraints on clinical quality diffusion MRI
by: Yu, Tian, et al.
Published: (2024)
by: Yu, Tian, et al.
Published: (2024)
Scan-Adaptive Dynamic MRI Undersampling Using a Dictionary of Efficiently Learned Patterns
by: Gautam, Siddhant, et al.
Published: (2026)
by: Gautam, Siddhant, et al.
Published: (2026)
Pose-GuideNet: Automatic Scanning Guidance for Fetal Head Ultrasound from Pose Estimation
by: Men, Qianhui, et al.
Published: (2024)
by: Men, Qianhui, et al.
Published: (2024)
UCloudNet: A Residual U-Net with Deep Supervision for Cloud Image Segmentation
by: Li, Yijie, et al.
Published: (2025)
by: Li, Yijie, et al.
Published: (2025)
Performance Analysis of Deep Learning Models for Femur Segmentation in MRI Scan
by: Liu, Mengyuan, et al.
Published: (2025)
by: Liu, Mengyuan, et al.
Published: (2025)
Dual channel CW nnU-Net for 3D PET-CT Lesion Segmentation in 2024 autoPET III Challenge
by: Wang, Ching-Wei, et al.
Published: (2024)
by: Wang, Ching-Wei, et al.
Published: (2024)
OneNet: A Channel-Wise 1D Convolutional U-Net
by: Byun, Sanghyun, et al.
Published: (2024)
by: Byun, Sanghyun, et al.
Published: (2024)
MindGrab for BrainChop: Fast and Accurate Skull Stripping for Command Line and Browser
by: Fani, Armina, et al.
Published: (2025)
by: Fani, Armina, et al.
Published: (2025)
Neural Fields for Highly Accelerated 2D Cine Phase Contrast MRI
by: Arratia, Pablo, et al.
Published: (2025)
by: Arratia, Pablo, 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)
DiffGEPCI: 3D MRI Synthesis from mGRE Signals using 2.5D Diffusion Model
by: Hu, Yuyang, et al.
Published: (2023)
by: Hu, Yuyang, et al.
Published: (2023)
Enhanced Denoising of Optical Coherence Tomography Images Using Residual U-Net
by: Prakash, Akkidas Noel, et al.
Published: (2024)
by: Prakash, Akkidas Noel, et al.
Published: (2024)
Super-resolution of 4D flow MRI through inverse problem explicit solving
by: de Turenne, Aurélien, et al.
Published: (2025)
by: de Turenne, Aurélien, et al.
Published: (2025)
CaroTo: A Tool for Fast Comprehensive Analysis of Carotid Artery Stenosis in 4D PC- and 3D BB-MRI Data
by: Rahlfs, Hinrich, et al.
Published: (2026)
by: Rahlfs, Hinrich, et al.
Published: (2026)
Classification of Nasopharyngeal Cases using DenseNet Deep Learning Architecture
by: Ahmad, W. S. H. M. W., et al.
Published: (2024)
by: Ahmad, W. S. H. M. W., et al.
Published: (2024)
Skull-stripping induces shortcut learning in MRI-based Alzheimer's disease classification
by: Tinauer, Christian, et al.
Published: (2025)
by: Tinauer, Christian, et al.
Published: (2025)
DSU-Net: Dynamic Snake U-Net for 2-D Seismic First Break Picking
by: Wang, Hongtao, et al.
Published: (2024)
by: Wang, Hongtao, et al.
Published: (2024)
TRUST -- Transformer-Driven U-Net for Sparse Target Recovery
by: An, Di, et al.
Published: (2025)
by: An, Di, et al.
Published: (2025)
Enhanced Tuberculosis Bacilli Detection using Attention-Residual U-Net and Ensemble Classification
by: K, Greeshma, et al.
Published: (2025)
by: K, Greeshma, et al.
Published: (2025)
Bilevel Optimized Implicit Neural Representation for Scan-Specific Accelerated MRI Reconstruction
by: Yu, Hongze, et al.
Published: (2025)
by: Yu, Hongze, et al.
Published: (2025)
A Performance Investigation of Receive Beamforming Schemes in Specular Tissue Characterization
by: Malamal, Gayathri, et al.
Published: (2021)
by: Malamal, Gayathri, et al.
Published: (2021)
Skull stripping with purely synthetic data
by: Park, Jong Sung, et al.
Published: (2025)
by: Park, Jong Sung, et al.
Published: (2025)
AutoSamp: Autoencoding k-space Sampling via Variational Information Maximization for 3D MRI
by: Alkan, Cagan, et al.
Published: (2023)
by: Alkan, Cagan, et al.
Published: (2023)
D2Diff : A Dual Domain Diffusion Model for Accurate Multi-Contrast MRI Synthesis
by: Dayarathna, Sanuwani, et al.
Published: (2025)
by: Dayarathna, Sanuwani, et al.
Published: (2025)
Self-Learned Kernel Low Rank Approach TO Accelerated High Resolution 3D Diffusion MRI
by: Baul, Abhijit, et al.
Published: (2021)
by: Baul, Abhijit, et al.
Published: (2021)
RICAU-Net: Residual-block Inspired Coordinate Attention U-Net for Segmentation of Small and Sparse Calcium Lesions in Cardiac CT
by: Park, Doyoung, et al.
Published: (2024)
by: Park, Doyoung, et al.
Published: (2024)
Masked Autoencoder Pretraining and BiXLSTM ResNet Architecture for PET/CT Tumor Segmentation
by: Mazher, Moona, et al.
Published: (2025)
by: Mazher, Moona, et al.
Published: (2025)
RMAU-NET: A Residual-Multihead-Attention U-Net Architecture for Landslide Segmentation and Detection from Remote Sensing Images
by: Pham, Lam, et al.
Published: (2025)
by: Pham, Lam, et al.
Published: (2025)
Domain Aware Multi-Task Pretraining of 3D Swin Transformer for T1-weighted Brain MRI
by: Kim, Jonghun, et al.
Published: (2024)
by: Kim, Jonghun, et al.
Published: (2024)
D2SA: Dual-Stage Distribution and Slice Adaptation for Efficient Test-Time Adaptation in MRI Reconstruction
by: Zhang, Lipei, et al.
Published: (2025)
by: Zhang, Lipei, et al.
Published: (2025)
Similar Items
-
Boosting Skull-Stripping Performance for Pediatric Brain Images
by: Kelley, William, et al.
Published: (2024) -
Benchmarking Vanilla GAN, DCGAN, and WGAN Architectures for MRI Reconstruction: A Quantitative Analysis
by: Mehwish, Humaira, et al.
Published: (2026) -
VHU-Net: Variational Hadamard U-Net for Body MRI Bias Field Correction
by: Zhu, Xin, et al.
Published: (2025) -
Improving the U-Net Configuration for Automated Delineation of Head and Neck Cancer on MRI
by: Iantsen, Andrei
Published: (2025) -
A Novel Framework using Intuitionistic Fuzzy Logic with U-Net and U-Net++ Architecture: A case Study of MRI Bain Image Segmentation
by: Verma, Hanuman, et al.
Published: (2026)