JP-7855368-B2 - Program, information processing device, and information processing method

JP7855368B2JP 7855368 B2JP7855368 B2JP 7855368B2JP-7855368-B2

Inventors

加藤聡史
岡祐馬
須田明里

Assignees

合同会社Ｈ．Ｕ．グループ中央研究所

Dates

Publication Date: 20260508
Application Date: 20220228

Claims (14)

Multiple intervention item values and multiple outcome values were obtained for both the target and non-target groups. A program that causes a computer to perform the following process: based on the acquired values for each intervention item and outcome, outputs a graph showing the values for each intervention item and outcome for the target and non-target subjects, with the outcome and multiple intervention items as axes for each type of outcome.
The program according to claim 1, which outputs the graph excluding the intervention item values for non-target individuals that are inferior to the target individuals.
The program according to claim 1 or claim 2, wherein a correlation diagram showing the correlation between each intervention item value and the outcome value is superimposed on the graph.
The program according to any one of claims 1 to 3, which outputs the graph showing the intervention item values for non-target individuals who are classified into the same characteristic group as the target individuals, based on the characteristics of the target individuals and non-target individuals.
The program according to any one of claims 1 to 4, which superimposes a graph showing the intervention item values for non-target persons classified into the same characteristic group as the target person, and a graph showing the intervention item values for non-target persons classified into a different characteristic group than the target person.
The system accepts the specification of a position on the aforementioned graph. A program according to any one of claims 1 to 5, which outputs outcome values and intervention item values for each axis corresponding to a specified position.
We accept selections for characteristics, intervention items, or outcomes. A program according to any one of claims 1 to 6, which switches the graph according to the received selection.
The program according to any one of claims 1 to 7, which outputs a target value for an outcome in another graph corresponding to the selected position, based on a position selected on one of several graphs output for each outcome.
The program according to any one of claims 1 to 8, which outputs a graph that distinguishes between intervention item values in non-target individuals that are not inferior to those of the target individuals and intervention item values in non-target individuals that are inferior to those of the target individuals.
A program according to any one of claims 1 to 9, which outputs information showing the time-series changes of the graph.
The program according to any one of claims 1 to 10, wherein the intervention item values include at least two selected from exercise volume, calorie intake, steps taken, aerobic exercise time, anaerobic exercise time, and sleep time.
The program according to any one of claims 1 to 11, wherein the outcome values include at least two selected from blood glucose levels, nutritional status, and the degree of decline in lifestyle improvements.
Multiple intervention item values and multiple outcome values were obtained for both the target and non-target groups. An information processing device comprising a control unit that performs a process to output a graph showing the values of each intervention item and outcome for the target and non-target subjects, with the outcome and multiple intervention items as axes, for each type of outcome, based on the acquired values of each intervention item and outcome value .
Multiple intervention item values and multiple outcome values were obtained for both the target and non-target groups. An information processing method in which a computer performs a process to output a graph showing the values of each intervention item and outcome for the target and non-target subjects, with the outcome and multiple intervention items as axes, for each type of outcome, based on the acquired values of each intervention item and outcome value .

Description

This invention relates to a program, an information processing device, and an information processing method. In clinical settings, various interventions, guidance, and treatments are implemented to improve patient outcomes. Methods for evaluating these outcomes have been proposed. For example, Patent Document 1 discloses a useful method for characterizing the clinical outcomes of subjects. According to the technology described in Patent Document 1, it is possible to improve the labeling of key drugs through the expansion of labeling for new signs, patient subpopulations, and adaptive clinical studies published to address safety concerns. Special Publication No. 2011-523473 This is a schematic diagram of the information processing system according to the first embodiment.This figure shows an example of the content of information stored in the analysis database.This diagram illustrates a graph showing the relationship between intervention item values and outcome values.This is a schematic diagram showing an example of the analysis screen.This is a schematic diagram showing an example of the analysis screen.This flowchart shows an example of the processing steps involved in generating a graph.This flowchart shows an example of the processing procedure for receiving crossbar operation requests.This is a schematic diagram showing an example of the analysis screen in the second embodiment.This is a schematic diagram showing an example of the analysis screen in the second embodiment.This is a schematic diagram showing an example of the analysis screen in the second embodiment.This flowchart shows an example of a processing procedure performed by the information processing system of the second embodiment.This is a schematic diagram showing an example of the analysis screen in the third embodiment.This flowchart shows an example of a processing procedure performed by the information processing system of the third embodiment.This is a schematic diagram showing an example of the analysis screen in the fourth embodiment.This flowchart shows an example of a processing procedure performed by the information processing system of the fourth embodiment.This is a schematic diagram showing an example of the analysis screen in the fifth embodiment.This flowchart shows an example of a processing procedure performed by the information processing system of the fifth embodiment. Specific examples of programs, information processing devices, and information processing methods according to embodiments of the present invention will be described below with reference to the drawings. However, the present invention is not limited to these examples, and is intended to include all modifications within the meaning and scope of the claims, as indicated by the claims. Furthermore, at least some of the embodiments described below may be combined as desired. The sequences shown in the embodiments described below are not limiting, and within the bounds of consistency, the order of each processing step may be changed, and multiple processes may be executed in parallel. The processing entity for each process is not limiting, and within the bounds of consistency, the processing of each device may be executed by other devices. (First Embodiment) Figure 1 is a schematic diagram of an information processing system 100 according to the first embodiment. The information processing system 100 comprises an information processing device 1 and a plurality of information terminal devices 2. The information processing device 1 and the information terminal devices 2 are connected to a network N such as the Internet, and data can be sent and received via the network N. The information processing device 1 is a device capable of various information processing and information transmission/reception, such as a server computer, personal computer, or quantum computer. The information processing device 1 outputs information indicating multiple outcomes for an intervention in response to an inquiry from the information terminal device 2. The information terminal device 2 is such as a personal computer, smartphone, or tablet device. The information terminal device 2 is installed in facilities such as hospitals or testing laboratories and used by medical professionals such as doctors. The information terminal device 2 can send and receive data with the information processing device 1 via communication. The processing performed by the information processing system 100 configured as described above will be explained below with a specific example of its application to improving outcomes for interventions involving patients with type 2 diabetes. Note that the target population is not limited to patients with type 2 diabetes; it may also include patients with other diseases such as lifestyle-related diseases or cancer, or individuals working to prevent disease, improve their lifestyle, or undergo examinations. As shown in Figure 1, the information processing device 1 compris