Computer-aided diagnosis system for lung nodules based on computed tomography using shape analysis, a genetic algorithm, and SVM

AO de Carvalho Filho, AC Silva, AC de Paiva… - Medical & biological …, 2017 - Springer
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 …

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 …

3D shape analysis to reduce false positives for lung nodule detection systems

AOC Filho, AC Silva, AC de Paiva, RA Nunes… - Medical & biological …, 2017 - Springer
Using images from the Image Database Consortium and Image Database Resource
Initiative (LIDC–IDRI), we developed a methodology for classifying lung nodules. The …

Improved pulmonary lung nodules risk stratification in computed tomography images by fusing shape and texture features in a machine‐learning paradigm

SP Sahu, ND Londhe, S Verma… - … Journal of Imaging …, 2021 - Wiley Online Library
Lung cancer is one of the most deadly cancer in both men and women. Accurate and early
diagnosis of pulmonary lung nodules is critical. This study presents an accurate computer …

Shape-based computer-aided detection of lung nodules in thoracic CT images

X Ye, X Lin, J Dehmeshki, G Slabaugh… - IEEE Transactions on …, 2009 - ieeexplore.ieee.org
In this paper, a new computer tomography (CT) lung nodule computer-aided detection
(CAD) method is proposed for detecting both solid nodules and ground-glass opacity (GGO) …

[HTML][HTML] Computer-assisted image processing system for early assessment of lung nodule malignancy

A Shaffie, A Soliman, A Eledkawy, V van Berkel… - Cancers, 2022 - mdpi.com
Simple Summary Lung cancer is the second most common cancer in men after prostate
cancer and in women after breast cancer, but it is the leading cause of cancer death among …

A combination of shape and texture features for classification of pulmonary nodules in lung CT images

AK Dhara, S Mukhopadhyay, A Dutta, M Garg… - Journal of digital …, 2016 - Springer
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 …

Lung nodule diagnosis using 3D template matching

O Osman, S Ozekes, ON Ucan - Computers in Biology and Medicine, 2007 - Elsevier
In this paper, to utilize the third dimension of Computed Tomography, regions of interest
(ROI) slices were combined to form 3D ROI image and a 3D template was determined to find …

Characterization of lung nodule malignancy using hybrid shape and appearance features

M Buty, Z Xu, M Gao, U Bagci, A Wu… - Medical Image Computing …, 2016 - Springer
Computed tomography imaging is a standard modality for detecting and assessing lung
cancer. In order to evaluate the malignancy of lung nodules, clinical practice often involves …

[Retracted] Design Computer‐Aided Diagnosis System Based on Chest CT Evaluation of Pulmonary Nodules

H Wang, Y Li, S Liu, X Yue - Computational and Mathematical …, 2022 - Wiley Online Library
At present, the diagnosis and treatment of lung cancer have always been one of the
research hotspots in the medical field. Early diagnosis and treatment of this disease are …