ASSISTANCE DIAGNOSIS SYSTEM FOR LUNG DISEASE BASED ON DEEP LEARNING AND ASSISTANCE DIAGNOSIS METHOD THEREOF
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United States of America Patent
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Jan 18, 2024
app pub date -
Mar 22, 2021
filing date -
Dec 22, 2020
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Abstract
A deep learning-based lung disease diagnosis assistance system according to an embodiment of the present disclosure includes an image input unit inputting a diagnosis target image obtained by capturing a lung image; a bone area removal unit removing a bone area from the diagnosis target image to output a soft tissue image from which the bone area is removed, on the basis of the bone binary model; a lung area extraction unit extracting a lung area from the soft tissue image to output a lung image of the lung area on the basis of a lung segmentation model; and a lung disease diagnosis unit diagnosing whether lung disease is present in the lung image on the basis of a lung disease detection model.
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