Abstract: An acute kidney injury predicting system and a method thereof are proposed. A processor reads the data to be tested, the detection data, the machine learning algorithm and the risk probability comparison table from a main memory. The processor trains the detection data according to the machine learning algorithm to generate an acute kidney injury prediction model, and inputs the data to be tested into the acute kidney injury prediction model to generate an acute kidney injury characteristic risk probability and a data sequence table. The data sequence table lists the data to be tested in sequence according to a proportion of each of the data to be tested in the acute kidney injury characteristics. The processor selects one of the medical treatment data from the risk probability comparison table according to the acute kidney injury characteristic risk probability.

Abstract: A method for acquiring program parameters of a component in a graphical user interface of a piece of equipment and an operating method for a piece of equipment are provided. The method for acquiring program parameters of a component includes: detecting a selection of a component in a graphical user interface window, obtaining a first data set for searching the selected component, presenting the first data along with corresponding indications on a window frame to obtain an approved second data set, and storing the approved data set to a resource file. The method for operating a piece of equipment includes: reading a resource file, searching a window handle of a component described in the file in a graphical user interface window, performing a data read operation or a user operation by using the window handle and a corresponding parameter template in response to a request message.

Abstract: A SECS communication device and a SECS communication method thereof are presented. The SECS communication device includes a SECS-II message communication part, a translation part, and an information storage device access part, and further includes at least one set of data structure files and a message format file for defining a message content and a message format of a SECS-II message. The translation part decodes the SECS-II message into data in various information storage formats of an information storage device according to the data structure file and the message format file, and encodes the data in various information storage formats of the information storage device into the SECS-II message, so as to enable message exchange between an EAP and the information storage device through the SECS communication device. By applying the SECS communication method, cost of program development is reduced, and meanwhile, high system stability and industrial efficiency are achieved.