Deep learning-based bone marrow cell classification and identification method, device and system
A bone marrow cell, classification and recognition technology, applied in the field of medical image processing, can solve the problems of strong subjectivity, tediousness, and interference of classification and counting accuracy of manual microscopic examination results, and achieve accurate and reliable classification and counting results of bone marrow cells and high detection efficiency High, improve the effect of accuracy
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[0033] In order to make the object, technical solution and advantages of the present invention clearer, the present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments.
[0034] System embodiment:
[0035] The bone marrow cell classification and recognition system based on deep learning in this embodiment (hereinafter referred to as the bone marrow cell classification and recognition system), such as figure 1 As shown, the bone marrow cell classification and identification system includes: smear imaging device, CCD control and data acquisition system, smear loading device, electric translation stage, multi-axis displacement control system, computer, and big data center.
[0036] Among them, the smear imaging device is mainly used to obtain clear bone marrow smear images for subsequent reading of smears. The smear imaging device includes an objective lens group, a light source and a camera (the three are located on t...
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