Image processing method and device, electronic equipment and storage medium

The invention provides an image processing method and device, electronic equipment and a storage medium, and relates to the technical field of image processing, and the method comprises the steps: obtaining a CT sequence image of a lung region; image preprocessing is carried out on the CT sequence i...

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Bibliographic Details
Main Authors CHEN DEYAN, PAN JUNNAN, PENG CHENGBAO, ZHANG XIA
Format Patent
LanguageChinese
English
Published 16.07.2024
Subjects
CALCULATING
COMPUTING
COUNTING
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
PHYSICS
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Summary:The invention provides an image processing method and device, electronic equipment and a storage medium, and relates to the technical field of image processing, and the method comprises the steps: obtaining a CT sequence image of a lung region; image preprocessing is carried out on the CT sequence image to obtain a target CT sequence image, and the image preprocessing at least comprises repeatability and integrity calibration processing; performing pulmonary parenchyma segmentation on the target CT sequence image to obtain a pulmonary parenchyma mask; and inputting the target CT sequence image and the pulmonary parenchyma mask into the trained fungal pneumonia identification model, performing focus feature extraction, and performing fungal pneumonia category prediction based on the extracted focus features to obtain a category prediction result of the CT sequence image about fungal pneumonia. According to the application, the identification accuracy of fungal pneumonia can be improved, and an accurate and eff
Bibliography:Application Number: CN202410337991