Mammary gland segmentation method and device, electronic equipment and storage medium

The invention relates to a mammary gland segmentation method and device, electronic equipment and a storage medium, and the method comprises the steps: obtaining a to-be-segmented mammary gland image, carrying out two different tasks on the mammary gland image through an image segmentation model obt...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: REN YIKE, SHEN HUAQING, GENG JIAHUI, WU ZHENZHOU
Format: Patent
Sprache:chi ; eng
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Beschreibung
Zusammenfassung:The invention relates to a mammary gland segmentation method and device, electronic equipment and a storage medium, and the method comprises the steps: obtaining a to-be-segmented mammary gland image, carrying out two different tasks on the mammary gland image through an image segmentation model obtained through training, and obtaining a corresponding fat region and a gland region, and a classification result of a corresponding gland structure type. And post-processing the fat region and the gland region to obtain segmentation feature parameters, and determining a gland structure type corresponding to the mammary gland image based on the segmentation feature parameters and a classification result through a voter obtained through training, including a gland structure type and segmentation results of the fat region and the gland region. According to the invention, the two tasks of image segmentation and segmentation result classification are simultaneously executed through the image segmentation model, and the