Platelet microtubule structure identification method and system
The invention provides a platelet microtubule structure identification method and system. The method comprises the following steps: acquiring a fluorescence image of a to-be-identified platelet microtubule structure; performing center detection on each platelet microtubule structure in the fluoresce...
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| creator | LYU JINRONG ZHOU DING CHEN SHANGBIN WANG SHUCHANG TAN ZHIPENG DAI WENXUAN QIU LIJING ZHANG YUHUI |
| description | The invention provides a platelet microtubule structure identification method and system. The method comprises the following steps: acquiring a fluorescence image of a to-be-identified platelet microtubule structure; performing center detection on each platelet microtubule structure in the fluorescence image to obtain the center position of each platelet microtubule structure, and segmenting each platelet microtubule structure image from the fluorescence image based on each center position; inputting each platelet microtubule structure image into a microtubule structure classification model to obtain the category of each platelet microtubule structure output by the microtubule structure classification model; the microtubule structure classification model is obtained by training based on a sample platelet microtubule structure image and a corresponding category label. The platelet microtubule structure recognition efficiency and recognition accuracy are greatly improved, and the requirements for rapid and accu |
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The method comprises the following steps: acquiring a fluorescence image of a to-be-identified platelet microtubule structure; performing center detection on each platelet microtubule structure in the fluorescence image to obtain the center position of each platelet microtubule structure, and segmenting each platelet microtubule structure image from the fluorescence image based on each center position; inputting each platelet microtubule structure image into a microtubule structure classification model to obtain the category of each platelet microtubule structure output by the microtubule structure classification model; the microtubule structure classification model is obtained by training based on a sample platelet microtubule structure image and a corresponding category label. 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| subjects | CALCULATING COMPUTING COUNTING PHYSICS |
| title | Platelet microtubule structure identification method and system |
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