Computer-Aided Diagnosis (CAD) of Pulmonary Nodule of Thoracic CT Image Using Transfer Learning
نویسندگان
چکیده
منابع مشابه
A New Computer-Aided Detection System for Pulmonary Nodule in CT Scan Images of Cancerous Patients
Introduction: In the lung cancers, a computer-aided detection system that is capable of detecting very small glands in high volume of CT images is very useful.This study provided a novelsystem for detection of pulmonary nodules in CT image. Methods: In a case-control study, CT scans of the chest of 20 patients referred to Yazd Social Security Hospital were examined. In the two-dimensional and ...
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Computer-aided Diagnosis (CAD) systems can assist radiologists in several diagnostic tasks. In this paper, we present a CAD framework which assist radiologists in interpreting pulmonary nodule in computed tomography (CT). Our approach can be considered as an approach to bridge the semantic gap between computed image features and nodule characteristics normally used by radiologists to diagnose l...
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With the superb spatial resolution of modern multislice CT scanners and their ability to complete a thoracic scan within one breath-hold, software algorithms for computer-aided detection (CAD) of pulmonary nodules are now reaching high sensitivity levels at moderate false positive rates. A number of pilot studies have shown that CAD modules can successfully find overlooked pulmonary nodules and...
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ژورنال
عنوان ژورنال: Journal of Digital Imaging
سال: 2019
ISSN: 0897-1889,1618-727X
DOI: 10.1007/s10278-019-00204-4