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KR-102961403-B1 - DIGITAL THERAPEUTICS MANAGEMENT SERVER FOR MANAGING LICENSE DIGITAL THERAPEUTICS AND OPERATING METHOD OF THE SAME

KR102961403B1KR 102961403 B1KR102961403 B1KR 102961403B1KR-102961403-B1

Abstract

A digital therapeutic management server for managing licenses for digital therapeutics is disclosed. The digital therapeutic management server includes a prescription information management unit configured to receive prescription information from a medical platform operating server linked to the digital therapeutic and to store the prescription information; a license management unit configured to generate license information including information regarding the digital therapeutic subject to prescription and the scope of permission for use of the digital therapeutic based on the said prescription information; and a license verification unit configured to verify license information transmitted from a patient terminal and to provide a digital therapeutic corresponding to the said license information to the patient terminal according to the verification result.

Inventors

  • 이경일

Assignees

  • 로봇앤컴주식회사

Dates

Publication Date
20260511
Application Date
20241218
Priority Date
20241216

Claims (9)

  1. In a digital therapeutics management server that manages the licenses of digital therapeutics, A prescription information management unit configured to receive prescription information from a medical platform operating server linked to a digital therapeutic and to store said prescription information; A license management unit configured to generate license information including information on the digital therapeutic subject to prescription and the scope of permission for use of the digital therapeutic, based on the above prescription information; A license verification unit configured to verify license information transmitted from a patient terminal and provide a digital therapeutic corresponding to the license information to the patient terminal according to the verification result; and A usage pattern analysis unit configured to analyze the usage pattern of the digital therapeutic by the patient terminal and to calculate an abnormal pattern score indicating an abnormality in the usage of the patient terminal according to the analysis result; The above usage pattern analysis unit is, Receive usage records related to the use of a digital therapeutic from the patient terminal, and calculate abnormal pattern scores for each item of the usage records according to the following mathematical formula 1, [Mathematical Formula 1] (Here, I i (i=1, 2, ..., n) is the anomaly pattern score for each item included in the usage record, S i is the deviation function of the data values for each item, and w i is the weight for each item, which is positive.) The above deviation function is defined according to the following mathematical formula 2, and [Mathematical Formula 2] (Here, N i is the total number of data values for each item, x i,j represents the j-th (j=1, 2, ... N i ) data value of the i-th item, m i represents the average of the data values for the i-th item, where t j is a timestamp indicating the relative point in time for each data value x i,j , with higher values for more recently measured data, and k i is a positive constant representing the time decay rate for each item) The items included in the above usage records include the time spent using digital therapeutics and the number of times digital therapeutics were used, and The above data values are time series data calculated at unit periods for each item over a predetermined period, and The above usage pattern analysis unit is, Calculate the abnormal pattern score corresponding to the patient terminal in proportion to the sum of all abnormal pattern scores for each item of the above usage record, The above abnormal pattern score is determined to be inversely proportional to a value obtained by squaring a predetermined positive constant with respect to the number of digital therapeutics capable of replacing the relevant digital therapeutic, and The above license management unit deactivates the license validity of the digital therapeutic provided to the patient terminal when it is confirmed that there is an abnormality in the use of the patient terminal according to the above abnormal pattern score. Digital therapeutics management server.
  2. In paragraph 1, The above prescription information includes a prescription ID for identifying the above prescription, an identification code of the prescribed digital therapeutic, and information regarding the prescription period of the prescribed digital therapeutic, and The aforementioned license management department, From the information regarding the prescription period included in the above prescription information, establishing the scope of permission for use of the prescribed digital therapeutic, and generating the above license information including the information regarding the established scope of permission for use, Digital therapeutics management server.
  3. In paragraph 1, the above-mentioned license verification unit is, Sending an identity authentication request for identity authentication of the patient terminal to the medical platform operating server, and Receive a first identity authentication code based on the identity authentication from the medical platform operating server, and Receive a second identity authentication code from the above patient terminal, and The identity of the patient terminal is authenticated by comparing the first identity authentication code and the second identity authentication code. Providing a digital therapeutic corresponding to the license information to the patient terminal based on the identity authentication result of the patient terminal, Digital therapeutics management server.
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  6. In a method of operation of a digital therapeutic management server that manages the license of a digital therapeutic, The operation of receiving prescription information from a medical platform operating server linked to a digital therapeutic and storing the prescription information; The operation of generating license information including information regarding the digital therapeutic subject to prescription and the scope of permission for use of the digital therapeutic, based on the above prescription information; The operation of verifying license information transmitted from a patient terminal and providing a digital therapeutic corresponding to the license information to the patient terminal according to the verification result; wherein The operation of analyzing the usage pattern of the digital therapeutic by the patient terminal and calculating an abnormal pattern score indicating an abnormality in the usage of the patient terminal according to the analysis result; and If it is confirmed that there is an abnormality in the use of the patient terminal according to the above abnormal pattern score, the operation of deactivating the license effect of the digital therapeutic provided to the patient terminal is further included. The operation of calculating the above abnormal pattern score is, The operation of receiving a usage record related to the use of a digital therapeutic from the patient terminal and calculating an abnormal pattern score for each item of the usage record according to the following mathematical formula 1; [Mathematical Formula 1] (Here, I i (i=1, 2, ..., n) is the anomaly pattern score for each item included in the usage record, S i is the deviation function of the data values for each item, and w i is the weight for each item, which is positive.) The above deviation function is defined according to the following mathematical formula 2, and [Mathematical Formula 2] (Here, N i is the total number of data values for each item, x i,j represents the j-th (j=1, 2, ... N i ) data value of the i-th item, m i represents the average of the data values for the i-th item, where t j is a timestamp indicating the relative point in time for each data value x i,j , with higher values for more recently measured data, and k i is a positive constant representing the time decay rate for each item) The items included in the above usage records include the time spent using digital therapeutics and the number of times digital therapeutics were used, and The above data values are time series data calculated at unit periods for each item over a predetermined period, and The operation of calculating the above abnormal pattern score is, The operation further includes calculating the abnormal pattern score corresponding to the patient terminal in proportion to the sum of all abnormal pattern scores for each item of the above usage record, The above abnormal pattern score is determined to be inversely proportional to a value obtained by squaring a predetermined positive constant with respect to the number of digital therapeutics capable of replacing the relevant digital therapeutic, Method of operation of a digital therapeutics management server.
  7. A non-transient recording medium having a program for executing the method of operation according to claim 6 recorded thereon and readable by a computer.
  8. A computer program recorded on a non-transient recording medium to execute the method of operation according to claim 6 on a digital therapeutic management server.
  9. As a digital therapeutic system, A medical platform operating server configured to allow medical professionals and patients to connect using their own terminals to transmit and receive prescription information to and from each other; and A digital therapeutic management server that stores, manages, and provides digital therapeutics prescribed by the medical platform operating server; comprising The above digital therapeutics management server is, A prescription information management unit configured to receive prescription information from a medical platform operation server linked to a digital therapeutic and to store the received prescription information; A license management unit configured to generate license information including information regarding the digital therapeutic subject to prescription and the scope of permission for use of the digital therapeutic, based on the above prescription information; A license verification unit configured to verify license information transmitted from a patient terminal and provide a digital therapeutic corresponding to the license information to the patient terminal according to the verification result; and A usage pattern analysis unit configured to analyze the usage pattern of the digital therapeutic by the patient terminal and to calculate an abnormal pattern score indicating an abnormality in the usage of the patient terminal according to the analysis result; The above usage pattern analysis unit is, Receive usage records related to the use of a digital therapeutic from the patient terminal, and calculate abnormal pattern scores for each item of the usage records according to the following mathematical formula 1, [Mathematical Formula 1] (Here, I i (i=1, 2, ..., n) is the anomaly pattern score for each item included in the usage record, S i is the deviation function of the data values for each item, and w i is the weight for each item, which is positive.) The above deviation function is defined according to the following mathematical formula 2, and [Mathematical Formula 2] (Here, N i is the total number of data values for each item, x i,j represents the j-th (j=1, 2, ... N i ) data value of the i-th item, m i represents the average of the data values for the i-th item, where t j is a timestamp indicating the relative point in time for each data value x i,j , with higher values for more recently measured data, and k i is a positive constant representing the time decay rate for each item) The items included in the above usage records include the time spent using digital therapeutics and the number of times digital therapeutics were used, and The above data values are time series data calculated at unit periods for each item over a predetermined period, and The above usage pattern analysis unit is, Calculate the abnormal pattern score corresponding to the patient terminal in proportion to the sum of all abnormal pattern scores for each item of the above usage record, The above abnormal pattern score is determined to be inversely proportional to a value obtained by squaring a predetermined positive constant with respect to the number of digital therapeutics capable of replacing the relevant digital therapeutic, and The above license management unit deactivates the license effect of the digital therapeutic provided to the patient terminal when it is confirmed that there is an abnormality in the use of the patient terminal according to the above abnormal pattern score. Digital therapeutic system.

Description

Digital Therapeutics Management Server for Managing Licenses of Digital Therapeutics and Method of Operating the Same Embodiments of the present invention relate to a digital therapeutic management server for managing licenses of digital therapeutics and a method of operation thereof. Digital therapeutics refer to software or digital devices that possess the same clinical efficacy as pharmaceuticals for the prevention or treatment of medical disorders or diseases. With the advancement of information and communication technology, digital therapeutics utilizing digital resources are gaining prominence, alongside the treatment of diseases through conventional chemical drugs or physical procedures. In particular, digital therapeutics associated with digital-based healthcare are attracting attention for not only treating diseases but also preventing their onset through user health management. Compared to classical therapeutics, digital therapeutics are characterized by high accessibility and the ability to be infinitely replicated. Therefore, due to these characteristics, it is necessary to ensure that digital therapeutics are supplied only to designated patients and in designated quantities (i.e., for specific periods). In other words, it is necessary to manage the licensing of digital therapeutics. FIG. 1 shows a digital therapeutic system according to embodiments of the present invention. FIG. 2 shows a digital therapeutic management server according to embodiments of the present invention. FIG. 3 is a diagram illustrating the operation of a digital therapeutic system according to embodiments of the present invention. FIG. 4 is a diagram illustrating an identity authentication process according to embodiments of the present invention. FIG. 5 is a diagram illustrating an abnormal pattern analysis process according to embodiments of the present invention. FIG. 6 is a diagram illustrating an exemplary hardware configuration of a server according to embodiments of the present invention. FIG. 7 is a diagram showing a wireless communication system that can be applied in a communication process according to one embodiment of the present invention. Figure 8 is a diagram showing a base station in a wireless communication system according to Figure 7. Figure 9 is a diagram showing a terminal in a wireless communication system according to Figure 7. FIG. 10 is a diagram showing a communication interface in a wireless communication system according to FIG. 7. The present invention is susceptible to various modifications and may have various embodiments; specific embodiments are illustrated in the drawings and described in detail in the detailed description. However, this is not intended to limit the invention to specific embodiments, and it should be understood that the invention includes all modifications, equivalents, and substitutions that fall within the spirit and scope of the invention. Similar reference numerals have been used for similar components in the description of each drawing. Terms such as first, second, A, B, etc., may be used to describe various components, but said components should not be limited by said terms. These terms are used solely for the purpose of distinguishing one component from another. For example, without departing from the scope of the present invention, the first component may be named the second component, and similarly, the second component may be named the first component. The term "and/or" includes a combination of a plurality of related described items or any of a plurality of related described items. When it is stated that one component is "connected" or "connected" to another component, it should be understood that while it may be directly connected or connected to that other component, there may also be other components in between. On the other hand, when it is stated that one component is "directly connected" or "directly connected" to another component, it should be understood that there are no other components in between. The terms used in this application are used merely to describe specific embodiments and are not intended to limit the invention. The singular expression includes the plural expression unless the context clearly indicates otherwise. In this application, terms such as "comprising" or "having" are intended to specify the presence of the features, numbers, steps, actions, components, parts, or combinations thereof described in the specification, and should be understood as not precluding the existence or addition of one or more other features, numbers, steps, actions, components, parts, or combinations thereof. Unless otherwise defined, all terms used herein, including technical or scientific terms, have the same meaning as generally understood by those skilled in the art to which the present invention pertains. Terms such as those defined in commonly used dictionaries should be interpreted as having a meaning consistent with their meaning in the context of th