Computer-aided detection of lung nodules: a review

F Shaukat, G Raja, AF Frangi - Journal of Medical Imaging, 2019 - spiedigitallibrary.org
We present an in-depth review and analysis of salient methods for computer-aided detection
of lung nodules. We evaluate the current methods for detecting lung nodules using literature …

A new computationally efficient CAD system for pulmonary nodule detection in CT imagery

T Messay, RC Hardie, SK Rogers - Medical image analysis, 2010 - Elsevier
Early detection of lung nodules is extremely important for the diagnosis and clinical
management of lung cancer. In this paper, a novel computer aided detection (CAD) system …

A novel computer‐aided lung nodule detection system for CT images

M Tan, R Deklerck, B Jansen, M Bister… - Medical …, 2011 - Wiley Online Library
Purpose: The paper presents a complete computer‐aided detection (CAD) system for the
detection of lung nodules in computed tomography images. A new mixedfeature selection …

[HTML][HTML] Segmentation of pulmonary nodules in computed tomography using a regression neural network approach and its application to the lung image database …

T Messay, RC Hardie, TR Tuinstra - Medical image analysis, 2015 - Elsevier
We present new pulmonary nodule segmentation algorithms for computed tomography (CT).
These include a fully-automated (FA) system, a semi-automated (SA) system, and a hybrid …

Three-dimensional lung nodule segmentation and shape variance analysis to detect lung cancer with reduced false positives

S Krishnamurthy, G Narasimhan… - Proceedings of the …, 2016 - journals.sagepub.com
The three-dimensional analysis on lung computed tomography scan was carried out in this
study to detect the malignant lung nodules. An automatic three-dimensional segmentation …

Fast and adaptive detection of pulmonary nodules in thoracic CT images using a hierarchical vector quantization scheme

H Han, L Li, F Han, B Song, W Moore… - IEEE journal of …, 2014 - ieeexplore.ieee.org
Computer-aided detection (CADe) of pulmonary nodules is critical to assisting radiologists in
early identification of lung cancer from computed tomography (CT) scans. This paper …

Fast lung nodule detection in chest CT images using cylindrical nodule-enhancement filter

A Teramoto, H Fujita - International journal of computer assisted radiology …, 2013 - Springer
Purpose Existing computer-aided detection schemes for lung nodule detection require a
large number of calculations and tens of minutes per case; there is a large gap between …

[HTML][HTML] Automatic segmentation of lung nodules with growing neural gas and support vector machine

SMB Netto, AC Silva, RA Nunes, M Gattass - Computers in biology and …, 2012 - Elsevier
Lung cancer is distinguished by presenting one of the highest incidences and one of the
highest rates of mortality among all other types of cancer. Unfortunately, this disease is often …

Automatic detection of small lung nodules in 3D CT data using Gaussian mixture models, Tsallis entropy and SVM

AM Santos, AO de Carvalho Filho, AC Silva… - … applications of artificial …, 2014 - Elsevier
Lung cancer stands out among all other types of cancer for presenting one of the highest
incidence rates and one of the highest rates of mortality. Unfortunately, this disease is often …

Lung nodule detection in CT images using statistical and shape-based features

N Khehrah, MS Farid, S Bilal, MH Khan - Journal of Imaging, 2020 - mdpi.com
The lung tumor is among the most detrimental kinds of malignancy. It has a high occurrence
rate and a high death rate, as it is frequently diagnosed at the later stages. Computed …