Universal Topology Refinement for Medical Image Segmentation with Polynomial Feature Synthesis
Fuente:
arXiv
Saved in:
| Main Authors: | Li, Liu, Wang, Hanchun, Baugh, Matthew, Ma, Qiang, Zhang, Weitong, Ouyang, Cheng, Rueckert, Daniel, Kainz, Bernhard |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic
by: Li, Liu, et al.
Published: (2025)
by: Li, Liu, et al.
Published: (2025)
Weakly Supervised Learning of Cortical Surface Reconstruction from Segmentations
by: Ma, Qiang, et al.
Published: (2024)
by: Ma, Qiang, et al.
Published: (2024)
URCDM: Ultra-Resolution Image Synthesis in Histopathology
by: Cechnicka, Sarah, et al.
Published: (2024)
by: Cechnicka, Sarah, et al.
Published: (2024)
Flow Matching with Optimized Subclass Priors for Medical Image Augmentation
by: Nützel, Felix, et al.
Published: (2026)
by: Nützel, Felix, et al.
Published: (2026)
DISYRE: Diffusion-Inspired SYnthetic REstoration for Unsupervised Anomaly Detection
by: Marimont, Sergio Naval, et al.
Published: (2023)
by: Marimont, Sergio Naval, et al.
Published: (2023)
Topologically Faithful Multi-class Segmentation in Medical Images
by: Berger, Alexander H., et al.
Published: (2024)
by: Berger, Alexander H., et al.
Published: (2024)
The Developing Human Connectome Project: A Fast Deep Learning-based Pipeline for Neonatal Cortical Surface Reconstruction
by: Ma, Qiang, et al.
Published: (2024)
by: Ma, Qiang, et al.
Published: (2024)
Towards Universal Unsupervised Anomaly Detection in Medical Imaging
by: Bercea, Cosmin I., et al.
Published: (2024)
by: Bercea, Cosmin I., et al.
Published: (2024)
SPA: Efficient User-Preference Alignment against Uncertainty in Medical Image Segmentation
by: Zhu, Jiayuan, et al.
Published: (2024)
by: Zhu, Jiayuan, et al.
Published: (2024)
Bias Assessment and Data Drift Detection in Medical Image Analysis: A Survey
by: Dombrowski, Mischa, et al.
Published: (2024)
by: Dombrowski, Mischa, et al.
Published: (2024)
Multi-Prototype Embedding Refinement for Semi-Supervised Medical Image Segmentation
by: Bi, Yali, et al.
Published: (2025)
by: Bi, Yali, et al.
Published: (2025)
We Care Each Pixel: Calibrating on Medical Segmentation Model
by: Liang, Wenhao, et al.
Published: (2025)
by: Liang, Wenhao, et al.
Published: (2025)
Diff-Def: Diffusion-Generated Deformation Fields for Conditional Atlases
by: Starck, Sophie, et al.
Published: (2024)
by: Starck, Sophie, et al.
Published: (2024)
Generative Medical Segmentation
by: Huo, Jiayu, et al.
Published: (2024)
by: Huo, Jiayu, et al.
Published: (2024)
Segment Anything in Medical Images
by: Ma, Jun, et al.
Published: (2023)
by: Ma, Jun, et al.
Published: (2023)
D-Net: Dynamic Large Kernel with Dynamic Feature Fusion for Volumetric Medical Image Segmentation
by: Yang, Jin, et al.
Published: (2024)
by: Yang, Jin, et al.
Published: (2024)
Latent Interpolation Learning Using Diffusion Models for Cardiac Volume Reconstruction
by: Bubeck, Niklas, et al.
Published: (2025)
by: Bubeck, Niklas, et al.
Published: (2025)
MedVKAN: Efficient Feature Extraction with Mamba and KAN for Medical Image Segmentation
by: Zhu, Hancan, et al.
Published: (2025)
by: Zhu, Hancan, et al.
Published: (2025)
MM-DINOv2: Adapting Foundation Models for Multi-Modal Medical Image Analysis
by: Scholz, Daniel, et al.
Published: (2025)
by: Scholz, Daniel, et al.
Published: (2025)
DB-SAM: Delving into High Quality Universal Medical Image Segmentation
by: Qin, Chao, et al.
Published: (2024)
by: Qin, Chao, et al.
Published: (2024)
From Model Based to Learned Regularization in Medical Image Registration: A Comprehensive Review
by: Reithmeir, Anna, et al.
Published: (2024)
by: Reithmeir, Anna, et al.
Published: (2024)
Structure Unbiased Adversarial Model for Medical Image Segmentation
by: Zhang, Tianyang, et al.
Published: (2022)
by: Zhang, Tianyang, et al.
Published: (2022)
Mind the Context: Attention-Guided Weak-to-Strong Consistency for Enhanced Semi-Supervised Medical Image Segmentation
by: Cheng, Yuxuan, et al.
Published: (2024)
by: Cheng, Yuxuan, et al.
Published: (2024)
Segment Anything in Medical Images and Videos: Benchmark and Deployment
by: Ma, Jun, et al.
Published: (2024)
by: Ma, Jun, et al.
Published: (2024)
MGFI-Net: A Multi-Grained Feature Integration Network for Enhanced Medical Image Segmentation
by: Zeng, Yucheng
Published: (2025)
by: Zeng, Yucheng
Published: (2025)
Few-Shot Distribution-Aligned Flow Matching for Data Synthesis in Medical Image Segmentation
by: Yang, Jie, et al.
Published: (2026)
by: Yang, Jie, et al.
Published: (2026)
Improving Lesion Segmentation in Medical Images by Global and Regional Feature Compensation
by: Wang, Chuhan, et al.
Published: (2025)
by: Wang, Chuhan, et al.
Published: (2025)
Disentangling Progress in Medical Image Registration: Beyond Trend-Driven Architectures towards Domain-Specific Strategies
by: Jian, Bailiang, et al.
Published: (2025)
by: Jian, Bailiang, et al.
Published: (2025)
LV-UNet: A Lightweight and Vanilla Model for Medical Image Segmentation
by: Jiang, Juntao, et al.
Published: (2024)
by: Jiang, Juntao, et al.
Published: (2024)
Progressive Uncertainty-Guided Evidential U-KAN for Trustworthy Medical Image Segmentation
by: Yang, Zhen, et al.
Published: (2025)
by: Yang, Zhen, et al.
Published: (2025)
Segmenting Medical Images with Limited Data
by: Liua, Zhaoshan, et al.
Published: (2024)
by: Liua, Zhaoshan, et al.
Published: (2024)
Boosting Convolution with Efficient MLP-Permutation for Volumetric Medical Image Segmentation
by: Lin, Yi, et al.
Published: (2023)
by: Lin, Yi, et al.
Published: (2023)
Advancing Medical Image Segmentation with Mini-Net: A Lightweight Solution Tailored for Efficient Segmentation of Medical Images
by: Javed, Syed, et al.
Published: (2024)
by: Javed, Syed, et al.
Published: (2024)
ConDSeg: A General Medical Image Segmentation Framework via Contrast-Driven Feature Enhancement
by: Lei, Mengqi, et al.
Published: (2024)
by: Lei, Mengqi, et al.
Published: (2024)
Bridging the Inter-Domain Gap through Low-Level Features for Cross-Modal Medical Image Segmentation
by: Lyu, Pengfei, et al.
Published: (2025)
by: Lyu, Pengfei, et al.
Published: (2025)
Rethinking Boundary Detection in Deep Learning-Based Medical Image Segmentation
by: Lin, Yi, et al.
Published: (2025)
by: Lin, Yi, et al.
Published: (2025)
TextDiffSeg: Text-guided Latent Diffusion Model for 3d Medical Images Segmentation
by: Ma, Kangbo
Published: (2025)
by: Ma, Kangbo
Published: (2025)
EFCNet: Every Feature Counts for Small Medical Object Segmentation
by: Kong, Lingjie, et al.
Published: (2024)
by: Kong, Lingjie, et al.
Published: (2024)
U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation
by: Li, Chenxin, et al.
Published: (2024)
by: Li, Chenxin, et al.
Published: (2024)
Ultrasound Image Segmentation of Thyroid Nodule via Latent Semantic Feature Co-Registration
by: Li, Xuewei, et al.
Published: (2023)
by: Li, Xuewei, et al.
Published: (2023)
Similar Items
-
Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic
by: Li, Liu, et al.
Published: (2025) -
Weakly Supervised Learning of Cortical Surface Reconstruction from Segmentations
by: Ma, Qiang, et al.
Published: (2024) -
URCDM: Ultra-Resolution Image Synthesis in Histopathology
by: Cechnicka, Sarah, et al.
Published: (2024) -
Flow Matching with Optimized Subclass Priors for Medical Image Augmentation
by: Nützel, Felix, et al.
Published: (2026) -
DISYRE: Diffusion-Inspired SYnthetic REstoration for Unsupervised Anomaly Detection
by: Marimont, Sergio Naval, et al.
Published: (2023)