The invention relates to the technical field of biomedical detection, in particular to a multi-dimensional
tumor marker joint detection device and a using method thereof.The device comprises a
sample processing module, a sequencing module, a marker extraction module, a
feature fusion and detection module and a result output module, and 6 types of markers such as
chromosome copy variation,
microsatellite instability and the like are extracted respectively. The method comprises the following steps: collecting a
body fluid sample to extract cfDNA, directly constructing a
library without special treatment, obtaining effective data through
whole genome sequencing, synchronously extracting six types of markers through each module of the device, optimizing an
algorithm to adapt to low-depth data, inputting an integrated learning model to output a risk
score, and finally outputting related information by a result output module. The method does not need special experimental treatment, realizes low-cost and high-accuracy joint detection, and meets the clinical large-scale screening requirements.