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Automatic Detection of Airways in CT Scans of Cystic Fibrosis Patients

Automatic Detection of Airways in CT Scans of Cystic Fibrosis Patients
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摘要 This paper describes a prototype of an automatic system for the detection and evalua-tion of airways of Cystic Fibrosis (CF) patients from Computed Tomography (CT) Scans. The aim of the study is to present a prototype of an automatic system which could serve as a decision support for radiologists. The area percentages of airway in lung regions have been calculated in CT slices to represent Bronchiectasis stages of CF patients. The proposed automatic system has been tested on a dataset comprising of four CF patients belonging to different stages of Bronchiectasis. This paper describes a prototype of an automatic system for the detection and evalua-tion of airways of Cystic Fibrosis (CF) patients from Computed Tomography (CT) Scans. The aim of the study is to present a prototype of an automatic system which could serve as a decision support for radiologists. The area percentages of airway in lung regions have been calculated in CT slices to represent Bronchiectasis stages of CF patients. The proposed automatic system has been tested on a dataset comprising of four CF patients belonging to different stages of Bronchiectasis.
作者 T. Chaudhuri B. Gong S. Krueger-Ziolek B. Schullcke K. Moeller T. Chaudhuri;B. Gong;S. Krueger-Ziolek;B. Schullcke;K. Moeller(Institute of Technical Medicine, Furtwangen University, Villingen-Schwenningen, Germany)
出处 《Journal of Biomedical Science and Engineering》 2016年第10期155-160,共7页 生物医学工程(英文)
关键词 Cystic Fibrosis Computed Tomography Lung Segmentation 2D Airway Segmentation Cystic Fibrosis Computed Tomography Lung Segmentation 2D Airway Segmentation
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