Cover Image

CM-UNet: A Self-Supervised Learning-Based Model for Coronary Artery Segmentation in X-Ray Angiography

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Challier, Camille, Sun, Xiaowu, Mahendiran, Thabo, Senouf, Ortal, De Bruyne, Bernard, Auberson, Denise, Müller, Olivier, Fournier, Stephane, Frossard, Pascal, Abbé, Emmanuel, Thanou, Dorina
Format:	Preprint
Published:	2025
Subjects:	Quantitative Methods Machine Learning I.2; I.4; I.5; J.3
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

ODySSeI: An Open-Source End-to-End Framework for Automated Detection, Segmentation, and Severity Estimation of Lesions in Invasive Coronary Angiography Images
by: Choudhary, Anand, et al.
Published: (2026)

Physics-informed self-supervised learning for predictive modeling of coronary artery digital twins
by: Sun, Xiaowu, et al.
Published: (2025)

SSA-UNet: Advanced Precipitation Nowcasting via Channel Shuffling
by: Turzi, Marco, et al.
Published: (2025)

DeepCORO-CLIP: A Multi-View Foundation Model for Comprehensive Coronary Angiography Video-Text Analysis and External Validation
by: Harrabi, Sarra, et al.
Published: (2026)

FeDETR: a Federated Approach for Stenosis Detection in Coronary Angiography
by: Mineo, Raffaele, et al.
Published: (2024)

Composition of rocks and minerals from the Mid-Atlantic Ridge 5-7°N
by: Pushcharovsky, Yury M, et al.
Published: (2004)

Chemical composition of basalts and basaltic glasses from the Sierra Leone Fracture Zone region
by: Skolotnev, Sergey G, et al.
Published: (2003)

Physical oceanography during L' Atalante cruise Almofront-1
by: Prieur, Louis Marie
Published: (2012)

Don't Splat your Gaussians: Volumetric Ray-Traced Primitives for Modeling and Rendering Scattering and Emissive Media
by: Condor, Jorge, et al.
Published: (2024)

DADU: Dual Attention-based Deep Supervised UNet for Automated Semantic Segmentation of Cardiac Images
by: Mukisa, Racheal, et al.
Published: (2025)

Chemical and isotopic compositions of basalts and glasses from lavas of the Sierra Leone fault site
by: Sharkov, E V, et al.
Published: (2008)

Hierarchical Training of Deep Neural Networks Using Early Exiting
by: Sepehri, Yamin, et al.
Published: (2023)

(Table 1) Rock types dredged at stations of R/V Akademik Nikolaj Strakhov (Cruise 22) and R/V Akademik Ioffe (Cruise 10), Mid-Atlantic Ridge 5-7°N
by: Pushcharovsky, Yury M, et al.
Published: (2004)

Nutrients measured on water bottle samples during L'Atalante cruise Almofront-1
by: Prieur, Louis Marie
Published: (2012)

CLIP-Joint-Detect: End-to-End Joint Training of Object Detectors with Contrastive Vision-Language Supervision
by: Raoufi, Behnam, et al.
Published: (2025)

PriPHiT: Privacy-Preserving Hierarchical Training of Deep Neural Networks
by: Sepehri, Yamin, et al.
Published: (2024)

CCVA-FL: Cross-Client Variations Adaptive Federated Learning for Medical Imaging
by: Gupta, Sunny, et al.
Published: (2024)

FLD+: Data-efficient Evaluation Metric for Generative Models
by: Jeevan, Pranav, et al.
Published: (2024)

WaveMixSR-V2: Enhancing Super-resolution with Higher Efficiency
by: Jeevan, Pranav, et al.
Published: (2024)

Normalizing Flow-Based Metric for Image Generation
by: Jeevan, Pranav, et al.
Published: (2024)

Taming the Tail: Leveraging Asymmetric Loss and Pade Approximation to Overcome Medical Image Long-Tailed Class Imbalance
by: Kashyap, Pankhi, et al.
Published: (2024)

Pigments measured on water bottle samples during cruise ALMOFRONT-1
by: Prieur, Louis Marie, et al.
Published: (2012)

Sparse Concept Bottleneck Models: Gumbel Tricks in Contrastive Learning
by: Semenov, Andrei, et al.
Published: (2024)

IMUVIE: Pickup Timeline Action Localization via Motion Movies
by: Clapham, John, et al.
Published: (2024)

Trapped in texture bias? A large scale comparison of deep instance segmentation
by: Theodoridis, Johannes, et al.
Published: (2024)

Evaluation Metric for Quality Control and Generative Models in Histopathology Images
by: Jeevan, Pranav, et al.
Published: (2024)

WaveMix: A Resource-efficient Neural Network for Image Analysis
by: Jeevan, Pranav, et al.
Published: (2022)

Which Backbone to Use: A Resource-efficient Domain Specific Comparison for Computer Vision
by: Jeevan, Pranav, et al.
Published: (2024)

Few-Shot Learning of a Graph-Based Neural Network Model Without Backpropagation
by: Lapin, Mykyta, et al.
Published: (2025)

Low-Cost Tree Crown Dieback Estimation Using Deep Learning-Based Segmentation
by: Allen, M. J., et al.
Published: (2024)

(Table 13) Chemical composition of Fe-Mn crusts between the Bogdanov Fault and the Sierra Leone Tectonic Zone
by: Bazilevskaya, Elena S
Published: (2007)

Physical oceanography during Jean Charcot cruise MEDATLANTE-I
by: Raunet, J, et al.
Published: (2012)

FEDTAIL: Federated Long-Tailed Domain Generalization with Sharpness-Guided Gradient Matching
by: Gupta, Sunny, et al.
Published: (2025)

PhysHand: A Hand Simulation Model with Physiological Geometry, Physical Deformation, and Accurate Contact Handling
by: Sun, Mingyang, et al.
Published: (2024)

Entity Re-identification in Visual Storytelling via Contrastive Reinforcement Learning
by: Oliveira, Daniel A. P., et al.
Published: (2025)

TeGA: Texture Space Gaussian Avatars for High-Resolution Dynamic Head Modeling
by: Li, Gengyan, et al.
Published: (2025)

Ultra-Reduced-Impact-Encased-Logging (URIEL): propose a new method for selective sustainable logging and post-harvest silvicultural treatment in tropical forest using airborne robotics systems
by: Albiero, Daniel, et al.
Published: (2026)

A Spatio-Temporal Deep Learning Approach For High-Resolution Gridded Monsoon Prediction
by: Borah, Parashjyoti, et al.
Published: (2026)

Physical oceanography from IBTs to the Arctic Ocean
by: Golubev, Valery A, et al.
Published: (2006)

An Explainable Collaborative Dialogue System using a Theory of Mind
by: Cohen, Philip R., et al.
Published: (2023)