UNISELF: A Unified Network with Instance Normalization and Self-Ensembled Lesion Fusion for Multiple Sclerosis Lesion Segmentation
Fuente:
arXiv
Saved in:
| Main Authors: | Zhang, Jinwei, Zuo, Lianrui, Dewey, Blake E., Remedios, Samuel W., Liu, Yihao, Hays, Savannah P., Pham, Dzung L., Mowry, Ellen M., Newsome, Scott D., Calabresi, Peter A., Carass, Aaron, Prince, Jerry L. |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
MSRepaint: Multiple Sclerosis Repaint with Conditional Denoising Diffusion Implicit Model for Bidirectional Lesion Filling and Synthesis
by: Zhang, Jinwei, et al.
Published: (2025)
by: Zhang, Jinwei, et al.
Published: (2025)
Beyond MR Image Harmonization: Resolution Matters Too
by: Hays, Savannah P., et al.
Published: (2024)
by: Hays, Savannah P., et al.
Published: (2024)
Bi-Directional MS Lesion Filling and Synthesis Using Denoising Diffusion Implicit Model-based Lesion Repainting
by: Zhang, Jinwei, et al.
Published: (2024)
by: Zhang, Jinwei, et al.
Published: (2024)
Synthetic multi-inversion time magnetic resonance images for visualization of subcortical structures
by: Hays, Savannah P., et al.
Published: (2025)
by: Hays, Savannah P., et al.
Published: (2025)
Revisiting registration-based synthesis: A focus on unsupervised MR image synthesis
by: Hays, Savannah P., et al.
Published: (2024)
by: Hays, Savannah P., et al.
Published: (2024)
Unique MS Lesion Identification from MRI
by: Rivas, Carlos A., et al.
Published: (2024)
by: Rivas, Carlos A., et al.
Published: (2024)
Harmonizing MR Images Across 100+ Scanners: Multi-site Validation with Traveling Subjects and Real-world Protocols
by: Hays, Savannah P., et al.
Published: (2026)
by: Hays, Savannah P., et al.
Published: (2026)
Diffusion-Driven Generation of Minimally Preprocessed Brain MRI
by: Remedios, Samuel W., et al.
Published: (2025)
by: Remedios, Samuel W., et al.
Published: (2025)
Vector Field Attention for Deformable Image Registration
by: Liu, Yihao, et al.
Published: (2024)
by: Liu, Yihao, et al.
Published: (2024)
ECLARE: Efficient cross-planar learning for anisotropic resolution enhancement
by: Remedios, Samuel W., et al.
Published: (2025)
by: Remedios, Samuel W., et al.
Published: (2025)
Likelihood-Separable Diffusion Inference for Multi-Image MRI Super-Resolution
by: Remedios, Samuel W., et al.
Published: (2026)
by: Remedios, Samuel W., et al.
Published: (2026)
Solving a Nonlinear Blind Inverse Problem for Tagged MRI with Physics and Deep Generative Priors
by: Bian, Zhangxing, et al.
Published: (2026)
by: Bian, Zhangxing, et al.
Published: (2026)
Segmenting Thalamic Nuclei: T1 Maps Provide a Reliable and Efficient Solution
by: Feng, Anqi, et al.
Published: (2025)
by: Feng, Anqi, et al.
Published: (2025)
CATNUS: Coordinate-Aware Thalamic Nuclei Segmentation Using T1-Weighted MRI
by: Feng, Anqi, et al.
Published: (2025)
by: Feng, Anqi, et al.
Published: (2025)
Is Registering Raw Tagged-MR Enough for Strain Estimation in the Era of Deep Learning?
by: Bian, Zhangxing, et al.
Published: (2024)
by: Bian, Zhangxing, et al.
Published: (2024)
Brightness-Invariant Tracking Estimation in Tagged MRI
by: Bian, Zhangxing, et al.
Published: (2025)
by: Bian, Zhangxing, et al.
Published: (2025)
A survey on deep learning in medical image registration: new technologies, uncertainty, evaluation metrics, and beyond
by: Chen, Junyu, et al.
Published: (2023)
by: Chen, Junyu, et al.
Published: (2023)
RimSet: Quantitatively Identifying and Characterizing Chronic Active Multiple Sclerosis Lesion on Quantitative Susceptibility Maps
by: Zhang, Jinwei, et al.
Published: (2023)
by: Zhang, Jinwei, et al.
Published: (2023)
RATNUS: Rapid, Automatic Thalamic Nuclei Segmentation using Multimodal MRI inputs
by: Feng, Anqi, et al.
Published: (2024)
by: Feng, Anqi, et al.
Published: (2024)
Toward Generalizable Multiple Sclerosis Lesion Segmentation Models
by: Badea, Liviu, et al.
Published: (2024)
by: Badea, Liviu, et al.
Published: (2024)
SegHeD+: Segmentation of Heterogeneous Data for Multiple Sclerosis Lesions with Anatomical Constraints and Lesion-aware Augmentation
by: Basaran, Berke Doga, et al.
Published: (2024)
by: Basaran, Berke Doga, et al.
Published: (2024)
Interpretability of Uncertainty: Exploring Cortical Lesion Segmentation in Multiple Sclerosis
by: Molchanova, Nataliia, et al.
Published: (2024)
by: Molchanova, Nataliia, et al.
Published: (2024)
Rethinking Evaluation of Multiple Sclerosis (MS) Lesion Segmentation Models
by: Basit, Abdul, et al.
Published: (2026)
by: Basit, Abdul, et al.
Published: (2026)
Quantifying the Impact of Ocrelizumab on Paramagnetic Rim Lesions in Multiple Sclerosis
by: Kimberly H. Markowitz, et al.
Published: (2026)
by: Kimberly H. Markowitz, et al.
Published: (2026)
Lesion‐Based Disconnectome Explains Cognitive Outcomes in Multiple Sclerosis
by: Jonadab dos Santos Silva, et al.
Published: (2025)
by: Jonadab dos Santos Silva, et al.
Published: (2025)
RNA Binding Protein Dysfunction Links Smoldering/Slowly Expanding Lesions to Neurodegeneration in Multiple Sclerosis
by: Miranda L. Messmer, et al.
Published: (2024)
by: Miranda L. Messmer, et al.
Published: (2024)
Enhancing Skin Lesion Diagnosis with Ensemble Learning
by: Liu, Xiaoyi, et al.
Published: (2024)
by: Liu, Xiaoyi, et al.
Published: (2024)
Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis
by: Roberts, Alexandra G., et al.
Published: (2025)
by: Roberts, Alexandra G., et al.
Published: (2025)
Integrating Radiomics with Deep Learning Enhances Multiple Sclerosis Lesion Delineation
by: Alsahanova, Nadezhda, et al.
Published: (2025)
by: Alsahanova, Nadezhda, et al.
Published: (2025)
ICPR 2024 Competition on Multiple Sclerosis Lesion Segmentation -- Methods and Results
by: Rondinella, Alessia, et al.
Published: (2024)
by: Rondinella, Alessia, et al.
Published: (2024)
Lesion Formation in Cardiac Pulsed‐Field Ablation: Acute to Chronic Cellular Level Changes
by: Kara Garrott, et al.
Published: (2025)
by: Kara Garrott, et al.
Published: (2025)
Paramagnetic Rim Lesions Are Associated With Trans‐Synaptic Degeneration of the Visual Pathway in Multiple Sclerosis
by: Abdul Jaber Tayem, et al.
Published: (2026)
by: Abdul Jaber Tayem, et al.
Published: (2026)
Longitudinal Multiparametric Quantitative MRI Evaluation of Acute and Chronic Multiple Sclerosis Paramagnetic Rim Lesions
by: Ahmed M. Elkady, et al.
Published: (2024)
by: Ahmed M. Elkady, et al.
Published: (2024)
Hazard and Beyond: Exploring Five Distributional Representations of Accelerometry Data for Disability Discrimination in Multiple Sclerosis
by: Niyogi, Pratim Guha, et al.
Published: (2024)
by: Niyogi, Pratim Guha, et al.
Published: (2024)
Explaining Uncertainty in Multiple Sclerosis Cortical Lesion Segmentation Beyond Prediction Errors
by: Molchanova, Nataliia, et al.
Published: (2025)
by: Molchanova, Nataliia, et al.
Published: (2025)
Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis
by: Molchanova, Nataliia, et al.
Published: (2025)
by: Molchanova, Nataliia, et al.
Published: (2025)
Lesion Location and Functional Connections Reveal Cognitive Impairment Networks in Multiple Sclerosis
by: Alessandro Franceschini, et al.
Published: (2025)
by: Alessandro Franceschini, et al.
Published: (2025)
Longitudinal Identification of Pre‐Lesional Tissue in Multiple Sclerosis With Advanced Diffusion MRI
by: Maria Caranova, et al.
Published: (2025)
by: Maria Caranova, et al.
Published: (2025)
Spatio-Temporal Conditional Diffusion Models for Forecasting Future Multiple Sclerosis Lesion Masks Conditioned on Treatments
by: Favero, Gian Mario, et al.
Published: (2025)
by: Favero, Gian Mario, et al.
Published: (2025)
Surrogate Supervision for Robust and Generalizable Deformable Image Registration
by: Liu, Yihao, et al.
Published: (2025)
by: Liu, Yihao, et al.
Published: (2025)
Similar Items
-
MSRepaint: Multiple Sclerosis Repaint with Conditional Denoising Diffusion Implicit Model for Bidirectional Lesion Filling and Synthesis
by: Zhang, Jinwei, et al.
Published: (2025) -
Beyond MR Image Harmonization: Resolution Matters Too
by: Hays, Savannah P., et al.
Published: (2024) -
Bi-Directional MS Lesion Filling and Synthesis Using Denoising Diffusion Implicit Model-based Lesion Repainting
by: Zhang, Jinwei, et al.
Published: (2024) -
Synthetic multi-inversion time magnetic resonance images for visualization of subcortical structures
by: Hays, Savannah P., et al.
Published: (2025) -
Revisiting registration-based synthesis: A focus on unsupervised MR image synthesis
by: Hays, Savannah P., et al.
Published: (2024)