Data processing method and device in data acquisition process, terminal equipment and medium

The invention discloses a data processing method and apparatus in a data acquisition process, a terminal device and a medium. The method comprises the steps of calling an unsupervised learning model obtained by training based on calculation of an inter-field information entropy growth rate of medical data; determining a credible basis according to the unsupervised learning model and a preset information entropy growth rate credible threshold; then, traversing the data to be corrected in the data acquisition process to obtain verification parameters; determining whether the data to be corrected has an error field according to the credible basis and the verification parameter; and finally, performing error correction on the error field according to the credible basis when the judgment result is yes. By adopting the method and the device, whether the data have errors or not can be automatically judged and error correction processing can be carried out on the error data in a medical data acquisition stage. 本发明公开了