Medical image texture analysis method based on artificial intelligence

The invention relates to the technical field of medical image processing, and discloses a medical image texture analysis method based on artificial intelligence, and the method comprises the steps: firstly carrying out the preprocessing of nuclear magnetic image data, specifically, carrying out the...

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Hauptverfasser: KUANG LANQIONG, CHENG YU, XU YONGHUA, WANG YIRAN, YANG LIXIA
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention relates to the technical field of medical image processing, and discloses a medical image texture analysis method based on artificial intelligence, and the method comprises the steps: firstly carrying out the preprocessing of nuclear magnetic image data, specifically, carrying out the filtering through a standard deviation filter, and then carrying out the edge detection through Canny; carrying out data standardization on the nuclear magnetic image data, and carrying out data enhancement on the nuclear magnetic image data; and segmenting the nuclear magnetic image data to obtain an analysis result. According to the method, the image texture data is preprocessed, then filtering, data standardization processing and data enhancement are carried out, and finally data segmentation is carried out to obtain a result, so that the image texture data can be better and accurately identified and judged, and powerful assistance is provided for doctors to carry out pathological diagnosis. 本发明涉及医学影像处理技术领域,公开了一