Extraction of airways from CT (EXACT'09)

P Lo, B Van Ginneken, JM Reinhardt… - … on Medical Imaging, 2012 - ieeexplore.ieee.org
… of all correctly extracted branch segments. Fifteen airway tree extraction algorithms from … a
diverse set of twenty chest computed tomography (CT) scans of subjects ranging from healthy …

[PDF][PDF] Automatic segmentation of the airway tree from thoracic CT scans using a multi-threshold approach

EM Van Rikxoort, W Baggerman… - Proc. of Second …, 2009 - lungworkshop.org
… A method for automatic extraction of the airway tree from thoracic CTairways. The method
is evaluated on 20 volumetric chest CT scans provided by the Extraction of Airways from CT

Segmentation of the airway tree from chest CT using tiny atrous convolutional network

G Cheng, X Wu, W Xiang, C Guo, H Ji, L He - IEEE Access, 2021 - ieeexplore.ieee.org
… Then we will extract the centerline of the airway to get the tree-like centerline of the … The
official statistics of EXACT09 show that our results currently have the best performance on this …

[HTML][HTML] Multi-site, Multi-domain Airway Tree Modeling Multi-site, Multi-domain Airway Tree Modeling

GZ Yang, Y Gu, MM Zhang, MH Zhang, MW Yu, Y Qin… - puzzled-hui.github.io
Extraction of airways from CT (EXACT'09)’ challenge in 2009 and achieved a great contribution
to the field of airway … pneumonia on airways. These traditional algorithms face difficulty in …

Automatic airway segmentation from computed tomography using robust and efficient 3-D convolutional neural networks

A Garcia-Uceda, R Selvan, Z Saghir, HAWM Tiddens… - Scientific Reports, 2021 - nature.com
… on the EXACT09 data. We show that our method can extract highly complete airway trees
with … We used for evaluation purposes the EXACT09 test set consisting of 20 chest CT scans. …

Optimizing parameters of an open-source airway segmentation algorithm using different CT images

P Nardelli, KA Khan, A Corvò, N Moore… - Biomedical engineering …, 2015 - Springer
… -automated algorithm for airway segmentation in CT images based … The algorithm has been
evaluated on human CT images, … This example was extracted from case 28 of the EXACT09

Extraction of pulmonary airway in CT scans using deep fully convolutional networks

S Yuan - arXiv preprint arXiv:2208.07202, 2022 - arxiv.org
Extraction of airways from CT (EXACT09). IEEE transactions on medical imaging 31(11),
2093–2107 (2012) https://doi.org/10.1109/TMI.2012.2209674 [26] Isensee, F., Jaeger, PF, Kohl…

Airway segmentation and centerline extraction from thoracic CT–comparison of a new method to state of the art commercialized methods

PJ Reynisson, M Scali, E Smistad, EF Hofstad… - PloS one, 2015 - journals.plos.org
… is often sparse and extracting the centerline requires the use … respect to be used in
preprocessing CT images for navigated … the surface of the airways were extracted, are …

Automatic airway tree segmentation from pediatric CT images with foreign bodies based on convolutional neural network

J Wei, W Ye, N Pei, Y Li, Y Gan… - … Conference on Medical …, 2019 - ieeexplore.ieee.org
… In this paper, we proposed to enhance U-Net [12] for automatic extraction of airways trees
detailed in Section 2. This method was evaluated on our own dataset and EXACT09 challenge …

3D convolutional neural networks with graph refinement for airway segmentation using incomplete data labels

D Jin, Z Xu, AP Harrison, K George… - Machine Learning in …, 2017 - Springer
EXACT09 and LTRC datasets demonstrate considerable improvements in airway extraction
… We evaluated our airway segmentation method on CT scans from the EXACT09 challenge […