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- W2765715044 abstract "According to the World Health Organization survey done in 2008, approximately 9.5 million people were affected by lung diseases worldwide. Some of the major lung diseases are asthma, chronic cough, asbestosis, chronic obstructive pulmonary disease (COPD), bronchiextaris, cystic fibrosis, influenza, lung cancer, pneumonia, pulmonary hypertension, sarcodoisis, sleep apnea. It is observed that approximately 40,000 people die from lung diseases every year. Diagnosis and treatment of the disease at right time play a crucial role in survival rate and ensure the quality of life to the affected person. Ground glass opacity refers to the blurred area of increased attenuation in the lung with visible vascular and bronchial markings. The lungs affected by diseases like pulmonary edema, pneumocystis, hypersensitive pneumonitis, carinii pneumonia, desquamative pneumonitis have the visibility of ground glass structures. This paper proposes a method to identify ground glass opacity in HRCT lung images by calculating the number of high-intensity pixels present in the lung image of interest. A computer-aided method of identifying the ground glass opacification is proposed based on the number of high-intensity pixels present. This method is tested on a set of 10 normal and ground glass opacity affected lung images. The results obtained show that the proposed method has an accuracy of 90%." @default.
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- W2765715044 date "2017-10-29" @default.
- W2765715044 modified "2023-09-25" @default.
- W2765715044 title "Diagnosis of Ground Glass Opacity in HRCT Lung Images Using High-Intensity Pixels" @default.
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- W2765715044 doi "https://doi.org/10.1007/978-981-10-4765-7_55" @default.
- W2765715044 hasPublicationYear "2017" @default.
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