Topics

A CAD system for pulmonary nodule prediction based on deep three-dimensional convolutional neural networks and ensemble learning.

08:00 EDT 12th July 2019 | BioPortfolio

Summary of "A CAD system for pulmonary nodule prediction based on deep three-dimensional convolutional neural networks and ensemble learning."

Detection of pulmonary nodules is an important aspect of an automatic detection system. Incomputer-aided diagnosis (CAD) systems, the ability to detect pulmonary nodules is highly important, which plays an important role in the diagnosis and early treatment of lung cancer. Currently, the detection of pulmonary nodules depends mainly on doctor experience, which varies. This paper aims to address the challenge of pulmonary nodule detection more effectively.

Affiliation

Journal Details

This article was published in the following journal.

Name: PloS one
ISSN: 1932-6203
Pages: e0219369

Links

DeepDyve research library

PubMed Articles [30302 Associated PubMed Articles listed on BioPortfolio]

Automated pulmonary nodule detection in CT images using 3D deep squeeze-and-excitation networks.

Pulmonary nodule detection has great significance for early treating lung cancer and increasing patient survival. This work presents a novel automated computer-aided detection scheme for pulmonary nod...

Fast and fully-automated detection and segmentation of pulmonary nodules in thoracic CT scans using deep convolutional neural networks.

Deep learning techniques have been extensively used in computerized pulmonary nodule analysis in recent years. Many reported studies still utilized hybrid methods for diagnosis, in which convolutional...

Evaluate the Malignancy of Pulmonary Nodules Using the 3-D Deep Leaky Noisy-or Network.

Automatic diagnosing lung cancer from computed tomography scans involves two steps: detect all suspicious lesions (pulmonary nodules) and evaluate the whole-lung/pulmonary malignancy. Currently, there...

A Deep-Learning Method for Prediction of Three-Dimensional Dose Distribution of Helical Tomotherapy.

To develop a deep learning method for prediction of three-dimensional (3D) voxel-by-voxel dose distributions of helical tomotherapy (HT).

False positive reduction in pulmonary nodule classification using 3D texture and edge feature in CT images.

Pulmonary nodule detection can significantly influence the early diagnosis of lung cancer while is confused by false positives.

Clinical Trials [13343 Associated Clinical Trials listed on BioPortfolio]

Accuracy of Deep-learning Algorithm for Detection and Risk Stratification of Lung Nodules

Osteosarcoma is regarded as most common malignant bone tumor in children and adolescents. Approximately 15% to 20% of patients with osteosarcoma present with detectable metastatic disease,...

The Early Diagnosis of Pulmonary Nodule Based on Multi-dimension Messages

The researchers are aimed to investigate the early diagnosis of pulmonary nodule based on DNA, RNA, protein, metabolites through analyzing the serum, urine and clinical characteristics.

Comparative Evaluation of MRI and MDCT for the Detection of Metastic Pulmonary Nodules

The purpose of this study is to apply the techniques of dynamic MRI imaging enhancement to research participants with one or more pulmonary nodule to determine if meaningful information ab...

Early Diagnosis of Small Pulmonary Nodules by Multi-omics Sequencing

Analyse immune repertoire and genetic mutations of benign and malignant pulmonary nodule,and evaluate peripheral blood detection for identifying nature of pulmonary nodule.

Clinical Study of Three Plus Two Type Early Diagnosis of Pulmonary Nodules in Medical Internet of Things

Medical The Internet of Things (IoT), a recent breakthrough in communication technology, could be helpful in improving health care delivery and saving medical costs, but regarding pulmonar...

Medical and Biotech [MESH] Definitions

A single lung lesion that is characterized by a small round mass of tissue, usually less than 1 cm in diameter, and can be detected by chest radiography. A solitary pulmonary nodule can be associated with neoplasm, tuberculosis, cyst, or other anomalies in the lung, the CHEST WALL, or the PLEURA.

A small round or oval, mostly subcutaneous nodule made up chiefly of a mass of Aschoff bodies and seen in cases of rheumatic fever. It is differentiated from the RHEUMATOID NODULE which appears in rheumatoid arthritis, most frequently over bony prominences. (From Dorland, 27th ed)

A prediction of the probable outcome of a disease based on a individual's condition and the usual course of the disease as seen in similar situations.

The prediction or projection of the nature of future problems or existing conditions based upon the extrapolation or interpretation of existing scientific data or by the application of scientific methodology.

Echocardiography amplified by the addition of depth to the conventional two-dimensional ECHOCARDIOGRAPHY visualizing only the length and width of the heart. Three-dimensional ultrasound imaging was first described in 1961 but its application to echocardiography did not take place until 1974. (Mayo Clin Proc 1993;68:221-40)

Quick Search


DeepDyve research library

Relevant Topics

Pulmonary
Pulmonary relating to or associated with the lungs eg Asthma, chronic bronchitis, emphysema, COPD, Cystic Fibrosis, Influenza,  Lung Cancer, Pneumonia, Pulmonary Arterial Hypertension, Sleep Disorders etc Follow and track Lung Cancer News ...

Cancer
  Bladder Cancer Brain Cancer Breast Cancer Cancer Cervical Cancer Colorectal Head & Neck Cancers Hodgkin Lymphoma Leukemia Lung Cancer Melanoma Myeloma Ovarian Cancer Pancreatic Cancer ...


Searches Linking to this Article