The invention relates to the technical field of medical detection, in particular to a household
sperm DFI detection
system and method. The invention aims to solve the problems in the background technology, and provides a household
sperm DFI detection
system and method, and is characterized in that the detection
system comprises a hardware system, an AI
algorithm and a
mobile phone APP; the hardware system comprises a micro-fluidic
chip, an
optical module and a control module, the
optical module comprises an objective lens, a
CMOS sensor and a
light source, and the control module realizes
data transmission and equipment control based on an ARM processor; the AI
algorithm comprises preprocessing, segmentation and identification, and
feature extraction. The flow cytometer has the beneficial effects that 1, a miniaturized design is adopted: the volume of the flow cytometer is only 15cm * 8cm * 5cm, the weight is 300g, and the cost is 1 / 50 of that of a traditional flow cytometer; 2, an anti-interference technology: adding an
RNA enzyme digestion step before
dyeing to eliminate the interference of
RNA on a detection result; and 3, AI optimization: introducing an attention mechanism to improve the
small target (fragment) recognition capability, wherein the DFI
calculation error is less than or equal to 2%.