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Papers
2012.05767
Cited By

Learning Tubule-Sensitive CNNs for Pulmonary Airway and Artery-Vein
Segmentation in CT

v1v2v3v4v5 (latest)

Learning Tubule-Sensitive CNNs for Pulmonary Airway and Artery-Vein Segmentation in CT

IEEE Transactions on Medical Imaging (TMI), 2020

10 December 2020

Yulei Qin

Xiaolin Huang

Jie Yang

Guang-Zhong Yang

ArXiv (abs)PDF HTML

Papers citing "Learning Tubule-Sensitive CNNs for Pulmonary Airway and Artery-Vein Segmentation in CT"

23 / 23 papers shown

A Self-training Framework for Semi-supervised Pulmonary Vessel Segmentation and Its Application in COPD

A Self-training Framework for Semi-supervised Pulmonary Vessel Segmentation and Its Application in COPDJournal of X-Ray Science and Technology (JXST), 2025

189

1

0

25 Jul 2025

Template-Guided Reconstruction of Pulmonary Segments with Neural Implicit Functions

Template-Guided Reconstruction of Pulmonary Segments with Neural Implicit Functions

362

0

0

13 May 2025

Intensity Confusion Matters: An Intensity-Distance Guided Loss for
Bronchus Segmentation

Intensity Confusion Matters: An Intensity-Distance Guided Loss for Bronchus Segmentation

Wenhao Huang

Huan Zhang

Yu Wang

Hong Shen

Haofeng Li

166

5

0

23 Jun 2024

Skeleton Supervised Airway Segmentation

Skeleton Supervised Airway Segmentation

266

1

0

11 Mar 2024

AeroPath: An airway segmentation benchmark dataset with challenging
pathology

AeroPath: An airway segmentation benchmark dataset with challenging pathologyPLoS ONE (PLoS ONE), 2023

Karen H Støverud

André Pedersen

237

16

0

02 Nov 2023

Efficient Anatomical Labeling of Pulmonary Tree Structures via Implicit
Point-Graph Networks

Efficient Anatomical Labeling of Pulmonary Tree Structures via Implicit Point-Graph Networks

Kangxian Xie

Ziqiao Weng

222

1

0

29 Sep 2023

Accurate Airway Tree Segmentation in CT Scans via Anatomy-aware
Multi-class Segmentation and Topology-guided Iterative Learning

Accurate Airway Tree Segmentation in CT Scans via Anatomy-aware Multi-class Segmentation and Topology-guided Iterative LearningIEEE Transactions on Medical Imaging (TMI), 2023

...

233

17

0

15 Jun 2023

Topology Repairing of Disconnected Pulmonary Airways and Vessels:
Baselines and a Dataset

Topology Repairing of Disconnected Pulmonary Airways and Vessels: Baselines and a DatasetInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023

Ziqiao Weng

Dongnan Liu

Weidong (Tom) Cai

303

7

0

12 Jun 2023

GDDS: Pulmonary Bronchioles Segmentation with Group Deep Dense
Supervision

GDDS: Pulmonary Bronchioles Segmentation with Group Deep Dense Supervision

207

9

0

16 Mar 2023

Multi-site, Multi-domain Airway Tree Modeling (ATM'22): A Public
Benchmark for Pulmonary Airway Segmentation

Multi-site, Multi-domain Airway Tree Modeling (ATM'22): A Public Benchmark for Pulmonary Airway Segmentation

Yulei Qin

...

Raúl San José Estépar

Guang-Zhong Yang

278

13

0

10 Mar 2023

Two-stage Contextual Transformer-based Convolutional Neural Network for
Airway Extraction from CT Images

Two-stage Contextual Transformer-based Convolutional Neural Network for Airway Extraction from CT Images

...

Hongliang Ren

207

36

0

15 Dec 2022

Differentiable Topology-Preserved Distance Transform for Pulmonary
Airway Segmentation

Differentiable Topology-Preserved Distance Transform for Pulmonary Airway Segmentation

300

6

0

17 Sep 2022

Label Refinement Network from Synthetic Error Augmentation for Medical
Image Segmentation

Label Refinement Network from Synthetic Error Augmentation for Medical Image Segmentation

Antonio Garcia Uceda

Gijs van Tulder

Marleen de Bruijne

389

5

0

14 Sep 2022

Extraction of Pulmonary Airway in CT Scans Using Deep Fully
Convolutional Networks

Extraction of Pulmonary Airway in CT Scans Using Deep Fully Convolutional Networks

142

2

0

12 Aug 2022

Human Treelike Tubular Structure Segmentation: A Comprehensive Review
and Future Perspectives

Human Treelike Tubular Structure Segmentation: A Comprehensive Review and Future Perspectives

Hao Li

Guang Yang

255

40

0

12 Jul 2022

What Makes for Automatic Reconstruction of Pulmonary Segments

What Makes for Automatic Reconstruction of Pulmonary SegmentsInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022

Li Zhang

Hongwei Bran Li

Bo Du

401

13

0

07 Jul 2022

BronchusNet: Region and Structure Prior Embedded Representation Learning
for Bronchus Segmentation and Classification

BronchusNet: Region and Structure Prior Embedded Representation Learning for Bronchus Segmentation and Classification

197

4

0

14 May 2022

NaviAirway: a Bronchiole-sensitive Deep Learning-based Airway
Segmentation Pipeline

NaviAirway: a Bronchiole-sensitive Deep Learning-based Airway Segmentation Pipeline

215

37

0

08 Mar 2022

Hepatic vessel segmentation based on 3D swin-transformer with inductive
biased multi-head self-attention

Hepatic vessel segmentation based on 3D swin-transformer with inductive biased multi-head self-attentionBMC Medical Imaging (BMC Med Imaging), 2021

Pheng-Ann Heng

274

45

0

05 Nov 2021

Relationship between pulmonary nodule malignancy and surrounding
pleurae, airways and vessels: a quantitative study using the public LIDC-IDRI
dataset

Relationship between pulmonary nodule malignancy and surrounding pleurae, airways and vessels: a quantitative study using the public LIDC-IDRI dataset

Yulei Qin

Jie Yang

173

1

0

24 Jun 2021

Automatic airway segmentation from Computed Tomography using robust and
efficient 3-D convolutional neural networks

Automatic airway segmentation from Computed Tomography using robust and efficient 3-D convolutional neural networksScientific Reports (Sci Rep), 2021

Antonio Garcia-Uceda Juarez

M. de Bruijne

243

58

0

30 Mar 2021

Automatic Pulmonary Artery-Vein Separation in CT Images using Twin-Pipe
Network and Topology Reconstruction

Automatic Pulmonary Artery-Vein Separation in CT Images using Twin-Pipe Network and Topology Reconstruction

177

2

0

22 Mar 2021

Coarse-to-fine Airway Segmentation Using Multi information Fusion
Network and CNN-based Region Growing

Coarse-to-fine Airway Segmentation Using Multi information Fusion Network and CNN-based Region Growing

111

17

0

25 Feb 2021

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