مشاهده مشخصات مقاله
Development of a Computerized System to Detect Patterns of Interstitial Lung Diseases in HRCT Images
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نویسنده (ها) |
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Rahil Garnavi
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Hamid Abrishami Moghaddam
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Masoomeh Giti
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Ahmad Baraani
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Samad Ghodrati
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Enayat Safavi
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Majid Shakiba
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مربوط به کنفرانس |
دوازدهمین کنفرانس بینالمللی سالانه انجمن کامپیوتر ایران |
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چکیده |
Interstitial Lung Diseases are a complex grouping of disorders with subtle and complex radiographic findings. The
goal of this research is to develop a computerized system to analyze and evaluate the lung HRCT images, using image
processing and texture analysis techniques. We aim to recognize and quantitatively analyze the three abnormal lung
patterns; “honey-comb”, “ground-glass” and “reticular”. Main steps of the research include lung image segmentation,
feature extraction, pattern classification and finally, finding the correlation between PFT parameters and computerized
data. The system was tested on 160 HRCT scans comprising eight patients with different severities in ILD. The system
shows a partial correlation between computerized data and PFT findings. |
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قیمت |
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برای اعضای سایت : ۱٠٠,٠٠٠ ریال
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برای دانشجویان عضو انجمن : ۲٠,٠٠٠ ریال
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برای اعضای عادی انجمن : ۴٠,٠٠٠ ریال
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خرید مقاله
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