Imagen de Portada

Catheter Detection and Segmentation in X-ray Images via Multi-task Learning

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Xi, Lin, Ma, Yingliang, Koland, Ethan, Howell, Sandra, Rinaldi, Aldo, Rhode, Kawal S.
Formato:	Preprint
Publicado:	2025
Materias:	Computer Vision and Pattern Recognition
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Robust Noisy Pseudo-label Learning for Semi-supervised Medical Image Segmentation Using Diffusion Model
por: Xi, Lin, et al.
Publicado: (2025)

Attention on the Wires (AttWire): A Foundation Model for Detecting Devices and Catheters in X-ray Fluoroscopic Images
por: Ma, YingLiang, et al.
Publicado: (2025)

3D Reconstruction of Coronary Vessel Trees from Biplanar X-Ray Images Using a Geometric Approach
por: Koland, Ethan, et al.
Publicado: (2025)

Few-Shot Video Object Segmentation in X-Ray Angiography Using Local Matching and Spatio-Temporal Consistency Loss
por: Xi, Lin, et al.
Publicado: (2026)

Biomedical Image Segmentation: A Systematic Literature Review of Deep Learning Based Object Detection Methods
por: Wahid, Fazli, et al.
Publicado: (2024)

Body Segmentation Using Multi-task Learning
por: Jug, Julijan, et al.
Publicado: (2022)

Multi-task Cross-modal Learning for Chest X-ray Image Retrieval
por: Liang, Zhaohui, et al.
Publicado: (2026)

Understanding Dataset Bias in Medical Imaging: A Case Study on Chest X-rays
por: Dack, Ethan, et al.
Publicado: (2025)

M3Net: Multimodal Multi-task Learning for 3D Detection, Segmentation, and Occupancy Prediction in Autonomous Driving
por: Chen, Xuesong, et al.
Publicado: (2025)

Elite360M: Efficient 360 Multi-task Learning via Bi-projection Fusion and Cross-task Collaboration
por: Ai, Hao, et al.
Publicado: (2024)

Domain Adaptive Lung Nodule Detection in X-ray Image
por: Zhao, Haifeng, et al.
Publicado: (2024)

Risk-Sensitive Conformal Prediction for Catheter Placement Detection in Chest X-rays
por: Hui, Long
Publicado: (2025)

Two-Stage Multi-task Self-Supervised Learning for Medical Image Segmentation
por: Hu, Binyan, et al.
Publicado: (2024)

A Category-Fragment Segmentation Framework for Pelvic Fracture Segmentation in X-ray Images
por: Liu, Daiqi, et al.
Publicado: (2025)

GAMMA: Generalizable Alignment via Multi-task and Manipulation-Augmented Training for AI-Generated Image Detection
por: Yan, Haozhen, et al.
Publicado: (2025)

Low-Resolution Chest X-ray Classification via Knowledge Distillation and Multi-task Learning
por: Akhter, Yasmeena, et al.
Publicado: (2024)

Versatile Medical Image Segmentation Learned from Multi-Source Datasets via Model Self-Disambiguation
por: Chen, Xiaoyang, et al.
Publicado: (2023)

Multi-task Learning To Improve Semantic Segmentation Of CBCT Scans Using Image Reconstruction
por: Tschuchnig, Maximilian Ernst, et al.
Publicado: (2023)

Risk Estimation of Knee Osteoarthritis Progression via Predictive Multi-task Modelling from Efficient Diffusion Model using X-ray Images
por: Butler, David, et al.
Publicado: (2025)

From Segments to Concepts: Interpretable Image Classification via Concept-Guided Segmentation
por: Eisenberg, Ran, et al.
Publicado: (2025)

Multi-task Image Restoration Guided By Robust DINO Features
por: Lin, Xin, et al.
Publicado: (2023)

X-Transfer: A Transfer Learning-Based Framework for GAN-Generated Fake Image Detection
por: Zhang, Lei, et al.
Publicado: (2023)

FracDetNet: Advanced Fracture Detection via Dual-Focus Attention and Multi-scale Calibration in Medical X-ray Imaging
por: Sun, Yuyang, et al.
Publicado: (2025)

MultiTaskVIF: Segmentation-oriented visible and infrared image fusion via multi-task learning
por: Zhao, Zixian, et al.
Publicado: (2025)

LiMT: A Multi-task Liver Image Benchmark Dataset
por: Liu, Zhe, et al.
Publicado: (2025)

Dual-view X-ray Detection: Can AI Detect Prohibited Items from Dual-view X-ray Images like Humans?
por: Tao, Renshuai, et al.
Publicado: (2024)

IMDPrompter: Adapting SAM to Image Manipulation Detection by Cross-View Automated Prompt Learning
por: Zhang, Quan, et al.
Publicado: (2025)

Weighted Knowledge Distillation for Semi-Supervised Segmentation of Maxillary Sinus in Panoramic X-ray Images
por: Park, Juha, et al.
Publicado: (2026)

X2SAM: Any Segmentation in Images and Videos
por: Wang, Hao, et al.
Publicado: (2026)

Beyond Editing Pairs: Fine-Grained Instructional Image Editing via Multi-Scale Learnable Regions
por: Ma, Chenrui, et al.
Publicado: (2025)

PaliGemma-CXR: A Multi-task Multimodal Model for TB Chest X-ray Interpretation
por: Musinguzi, Denis, et al.
Publicado: (2025)

Detecting Shortcuts in Medical Images -- A Case Study in Chest X-rays
por: Jiménez-Sánchez, Amelia, et al.
Publicado: (2022)

CXR-AD: Component X-ray Image Dataset for Industrial Anomaly Detection
por: Bai, Haoyu, et al.
Publicado: (2025)

Show and Segment: Universal Medical Image Segmentation via In-Context Learning
por: Gao, Yunhe, et al.
Publicado: (2025)

Towards Robust In-Context Learning for Medical Image Segmentation via Data Synthesis
por: Hu, Jiesi, et al.
Publicado: (2025)

Shape-Sensitive Loss for Catheter and Guidewire Segmentation
por: Kongtongvattana, Chayun, et al.
Publicado: (2023)

Foundation X: Integrating Classification, Localization, and Segmentation through Lock-Release Pretraining Strategy for Chest X-ray Analysis
por: Islam, Nahid Ul, et al.
Publicado: (2025)

Cell Instance Segmentation via Multi-Task Image-to-Image Schrödinger Bridge
por: Inoue, Hayato, et al.
Publicado: (2026)

Exploiting the Segment Anything Model (SAM) for Lung Segmentation in Chest X-ray Images
por: de Carvalho, Gabriel Bellon, et al.
Publicado: (2024)

Diffusion-based Visual Anagram as Multi-task Learning
por: Xu, Zhiyuan, et al.
Publicado: (2024)