Computer-aided diagnosis of lung nodules in computed tomography by using phylogenetic diversity, genetic algorithm, and SVM
AO de Carvalho Filho, AC Silva… - Journal of digital …, 2017 - Springer
Lung cancer is pointed as the major cause of death among patients with cancer throughout
the world. This work is intended to develop a methodology for diagnosis of lung nodules …
the world. This work is intended to develop a methodology for diagnosis of lung nodules …
Computer-aided diagnosis system for lung nodules based on computed tomography using shape analysis, a genetic algorithm, and SVM
Lung cancer is the major cause of death among patients with cancer worldwide. This work is
intended to develop a methodology for the diagnosis of lung nodules using images from the …
intended to develop a methodology for the diagnosis of lung nodules using images from the …
Classification of patterns of benignity and malignancy based on CT using topology-based phylogenetic diversity index and convolutional neural network
Lung cancer has been recognized as the primary global cause of death among cancer
patients. This work is intended to develop a methodology for diagnosis of lung nodules …
patients. This work is intended to develop a methodology for diagnosis of lung nodules …
Classification of malignant and benign lung nodules using taxonomic diversity index and phylogenetic distance
RW de Sousa Costa, GLF da Silva… - Medical & biological …, 2018 - Springer
Lung cancer presents the highest cause of death among patients around the world, in
addition of being one of the smallest survival rates after diagnosis. Therefore, this study …
addition of being one of the smallest survival rates after diagnosis. Therefore, this study …
Lung-nodule classification based on computed tomography using taxonomic diversity indexes and an SVM
The present work aims to develop a methodology for classifying lung nodules using the
LIDC-IDRI image database. The proposed methodology is based on image-processing and …
LIDC-IDRI image database. The proposed methodology is based on image-processing and …
Feature selection and performance evaluation of support vector machine (SVM)-based classifier for differentiating benign and malignant pulmonary nodules by …
Y Zhu, Y Tan, Y Hua, M Wang, G Zhang… - Journal of digital …, 2010 - Springer
There are lots of work being done to develop computer-assisted diagnosis and detection
(CAD) technologies and systems to improve the diagnostic quality for pulmonary nodules …
(CAD) technologies and systems to improve the diagnostic quality for pulmonary nodules …
[HTML][HTML] Taxonomic indexes for differentiating malignancy of lung nodules on CT images
GLF Silva, AO Carvalho Filho, AC Silva… - Research on …, 2016 - SciELO Brasil
Introduction Lung cancer remains the leading cause of cancer mortality worldwide, with one
of the lowest survival rates after diagnosis. Therefore, early detection greatly increases the …
of the lowest survival rates after diagnosis. Therefore, early detection greatly increases the …
A new 3D texture feature based computer-aided diagnosis approach to differentiate pulmonary nodules
To distinguish malignant pulmonary nodules from benign ones is of much importance in
computer-aided diagnosis of lung diseases. Compared to many previous methods which are …
computer-aided diagnosis of lung diseases. Compared to many previous methods which are …
[HTML][HTML] An appraisal of lung nodules automatic classification algorithms for CT images
X Wang, K Mao, L Wang, P Yang, D Lu, P He - Sensors, 2019 - mdpi.com
Lung cancer is one of the most deadly diseases around the world representing about 26% of
all cancers in 2017. The five-year cure rate is only 18% despite great progress in recent …
all cancers in 2017. The five-year cure rate is only 18% despite great progress in recent …
A combination of shape and texture features for classification of pulmonary nodules in lung CT images
Classification of malignant and benign pulmonary nodules is important for further treatment
plan. The present work focuses on the classification of benign and malignant pulmonary …
plan. The present work focuses on the classification of benign and malignant pulmonary …
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