3D shape analysis to reduce false positives for lung nodule detection systems
Using images from the Image Database Consortium and Image Database Resource
Initiative (LIDC–IDRI), we developed a methodology for classifying lung nodules. The …
Initiative (LIDC–IDRI), we developed a methodology for classifying lung nodules. The …
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 …
Refinement of lung nodule candidates based on local geometric shape analysis and Laplacian of Gaussian kernels
S Saien, AH Pilevar, HA Moghaddam - Computers in biology and medicine, 2014 - Elsevier
This work is focused on application of a new technique in the first steps of computer-aided
detection (CAD) of lung nodules. The scheme includes segmenting the lung volume and …
detection (CAD) of lung nodules. The scheme includes segmenting the lung volume and …
3D shape analysis for early diagnosis of malignant lung nodules
An alternative method for diagnosing malignant lung nodules by their shape rather than
conventional growth rate is proposed. The 3D surfaces of the detected lung nodules are …
conventional growth rate is proposed. The 3D surfaces of the detected lung nodules are …
Characterization of lung nodule malignancy using hybrid shape and appearance features
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 …
cancer. In order to evaluate the malignancy of lung nodules, clinical practice often involves …
[HTML][HTML] Lung nodule detection in CT images using statistical and shape-based features
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 …
rate and a high death rate, as it is frequently diagnosed at the later stages. Computed …
Automated pulmonary nodule detection based on three-dimensional shape-based feature descriptor
Computer-aided detection (CAD) can help radiologists to detect pulmonary nodules at an
early stage. In pulmonary nodule CAD systems, feature extraction is very important for …
early stage. In pulmonary nodule CAD systems, feature extraction is very important for …
A 3D nodule candidate detection method supported by hybrid features to reduce false positives in lung nodule detection
Lungs cancer is a fatal disease. However, its early detection increases the chances of
survival among patients. An automated nodule detection system provides the second …
survival among patients. An automated nodule detection system provides the second …
An assisted diagnosis system for detection of early pulmonary nodule in computed tomography images
Lung cancer is still the most concerned disease around the world. Lung nodule generates in
the pulmonary parenchyma which indicates the latent risk of lung cancer. Computer-aided …
the pulmonary parenchyma which indicates the latent risk of lung cancer. Computer-aided …
[HTML][HTML] Auto diagnostics of lung nodules using minimal characteristics extraction technique
DM Peña, S Luo, AMS Abdelgader - Diagnostics, 2016 - mdpi.com
Computer-aided detection (CAD) systems provide useful tools and an advantageous
process to physicians aiming to detect lung nodules. This paper develops a method …
process to physicians aiming to detect lung nodules. This paper develops a method …
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