Cover Image

Conformable Convolution for Topologically Aware Learning of Complex Anatomical Structures

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Yeganeh, Yousef, Xiao, Rui, Guvercin, Goktug, Navab, Nassir, Farshad, Azade
Format:	Preprint
Published:	2024
Subjects:	Image and Video Processing Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Physics-Informed Latent Diffusion for Multimodal Brain MRI Synthesis
by: Lüpke, Sven, et al.
Published: (2024)

Unit-Based Histopathology Tissue Segmentation via Multi-Level Feature Representation
by: Shakarami, Ashkan, et al.
Published: (2025)

Neural Cellular Automata for Lightweight, Robust and Explainable Classification of White Blood Cell Images
by: Deutges, Michael, et al.
Published: (2024)

SpecstatOR: Speckle statistics-based iOCT Segmentation Network for Ophthalmic Surgery
by: Mach, Kristina, et al.
Published: (2024)

Diffusion as Sound Propagation: Physics-inspired Model for Ultrasound Image Generation
by: Domínguez, Marina, et al.
Published: (2024)

Speckle2Self: Self-Supervised Ultrasound Speckle Reduction Without Clean Data
by: Li, Xuesong, et al.
Published: (2025)

FB-Diff: Fourier Basis-guided Diffusion for Temporal Interpolation of 4D Medical Imaging
by: You, Xin, et al.
Published: (2025)

CathFlow: Self-Supervised Segmentation of Catheters in Interventional Ultrasound Using Optical Flow and Transformers
by: Ranne, Alex, et al.
Published: (2024)

MI-SegNet: Mutual Information-Based US Segmentation for Unseen Domain Generalization
by: Bi, Yuan, et al.
Published: (2023)

FusionLungNet: Multi-scale Fusion Convolution with Refinement Network for Lung CT Image Segmentation
by: Rezvani, Sadjad, et al.
Published: (2024)

Measuring Prediction Uncertainty in Neural Cellular Automata
by: Sadafi, Ario, et al.
Published: (2026)

Synomaly Noise and Multi-Stage Diffusion: A Novel Approach for Unsupervised Anomaly Detection in Medical Images
by: Bi, Yuan, et al.
Published: (2024)

Skelite: Compact Neural Networks for Efficient Iterative Skeletonization
by: Vargas, Luis D. Reyes, et al.
Published: (2025)

Convolutional Neural Network Model Observers Discount Signal-like Anatomical Structures During Search in Virtual Digital Breast Tomosynthesis Phantoms
by: Jonnalagadda, Aditya, et al.
Published: (2024)

VibNet: Vibration-Boosted Needle Detection in Ultrasound Images
by: Huang, Dianye, et al.
Published: (2024)

Shape Completion in the Dark: Completing Vertebrae Morphology from 3D Ultrasound
by: Gafencu, Miruna-Alexandra, et al.
Published: (2024)

3D Anatomical Structure-guided Deep Learning for Accurate Diffusion Microstructure Imaging
by: Ma, Xinrui, et al.
Published: (2025)

Second Order Kinematic Surface Fitting in Anatomical Structures
by: Wimmer, Wilhelm, et al.
Published: (2024)

SurgTPGS: Semantic 3D Surgical Scene Understanding with Text Promptable Gaussian Splatting
by: Huang, Yiming, et al.
Published: (2025)

PASC-Net:Plug-and-play Shape Self-learning Convolutions Network with Hierarchical Topology Constraints for Vessel Segmentation
by: Zhang, Xiao, et al.
Published: (2025)

Real-time guidewire tracking and segmentation in intraoperative x-ray
by: Zhang, Baochang, et al.
Published: (2024)

TotalSegmentator MRI: Robust Sequence-independent Segmentation of Multiple Anatomic Structures in MRI
by: D'Antonoli, Tugba Akinci, et al.
Published: (2024)

Deformable Medical Image Registration with Effective Anatomical Structure Representation and Divide-and-Conquer Network
by: Ma, Xinke, et al.
Published: (2025)

MD-RWKV-UNet: Scale-Aware Anatomical Encoding with Cross-Stage Fusion for Multi-Organ Segmentation
by: Fang, Zhuoyi
Published: (2026)

Continual Multiple Instance Learning for Hematologic Disease Diagnosis
by: Ebrahimi, Zahra, et al.
Published: (2025)

From Pixels to Pathology: Restoration Diffusion for Diagnostic-Consistent Virtual IHC
by: Liu, Jingsong, et al.
Published: (2025)

Topology-Aware Wavelet Mamba for Airway Structure Segmentation in Postoperative Recurrent Nasopharyngeal Carcinoma CT Scans
by: Huang, Haishan, et al.
Published: (2025)

KLDD: Kalman Filter based Linear Deformable Diffusion Model in Retinal Image Segmentation
by: Zhao, Zhihao, et al.
Published: (2024)

Coarse-Fine Spectral-Aware Deformable Convolution For Hyperspectral Image Reconstruction
by: Yang, Jincheng, et al.
Published: (2024)

Evaluation of Anatomical Shape Priors in Deep Learning-Based Cardiac Multi-Compartment Segmentation
by: Hudler, Michael, et al.
Published: (2026)

SGDC: Structurally-Guided Dynamic Convolution for Medical Image Segmentation
by: Shi, Bo, et al.
Published: (2026)

XctDiff: Reconstruction of CT Images with Consistent Anatomical Structures from a Single Radiographic Projection Image
by: Bai, Qingze, et al.
Published: (2024)

Transesophageal Echocardiography Generation using Anatomical Models
by: Oladokun, Emmanuel, et al.
Published: (2024)

HieraSurg: Hierarchy-Aware Diffusion Model for Surgical Video Generation
by: Biagini, Diego, et al.
Published: (2025)

Segmentation of Mediastinal Lymph Nodes in CT with Anatomical Priors
by: Mathai, Tejas Sudharshan, et al.
Published: (2024)

Content-Adaptive Non-Local Convolution for Remote Sensing Pansharpening
by: Duan, Yule, et al.
Published: (2024)

SDF-TopoNet: A Two-Stage Framework for Tubular Structure Segmentation via SDF Pre-training and Topology-Aware Fine-Tuning
by: Wu, Siyi, et al.
Published: (2025)

Semi-supervised Segmentation of Histopathology Images with Noise-Aware Topological Consistency
by: Xu, Meilong, et al.
Published: (2023)

Anatomical feature-prioritized loss for enhanced MR to CT translation
by: Longuefosse, Arthur, et al.
Published: (2024)

MeshBrush: Painting the Anatomical Mesh with Neural Stylization for Endoscopy
by: Han, John J., et al.
Published: (2024)