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KR-102963413-B1 - Server for managing dental data based on blockchain

KR102963413B1KR 102963413 B1KR102963413 B1KR 102963413B1KR-102963413-B1

Abstract

A dental data management server according to some embodiments of the present invention comprises: a data storage module that stores dental treatment data for a first patient and dental information data; a data analysis module that generates first analysis data including treatment information required for the first patient using the dental treatment data; a dental recommendation module that provides a list of recommended dental clinics based on at least one of the dental treatment data, the dental information data, and the first analysis data; a first bid management module that conducts a first bid for the treatment of the first patient based on at least one of the dental treatment data and the first analysis data; and an access management module that manages access rights for the first bid using a blockchain network.

Inventors

  • 변수환

Assignees

  • 주식회사 플러스트

Dates

Publication Date
20260512
Application Date
20220308

Claims (10)

  1. A data storage module that stores dental treatment data, laboratory information data, and dental information data for the first patient; A data analysis module that generates first analysis data including treatment information required for the first patient using the above dental treatment data; A dental laboratory recommendation module that provides a list of recommended dental laboratories based on the above dental treatment data, the above dental laboratory information data, and the above first analysis data; A first bid management module that conducts a first bid for the production of dental prosthetics necessary for the treatment of the first patient based on the dental treatment data and the first analysis data; A dental management module that provides a list of recommended dental clinics to the terminal of the first patient and allows a second bid for dental clinic selection to proceed; and It includes an access management module that manages access rights for each of the first bid and the second bid using a blockchain network, and The above dental management module is, A consultation management module that receives symptom data from the terminal of the first patient and receives dental information data associated with a plurality of dental terminals based on the symptom data; A dental recommendation module that provides a list of recommended dental clinics to the terminal of the first patient, filtering at least one dental clinic among a plurality of dental clinics for the plurality of dental terminals that possesses medical equipment necessary for the treatment of the first patient based on the dental treatment data, the dental information data, and the first analysis data; and It includes a second bidding management module that receives participation data from a plurality of dental terminals participating in a second bidding process for selecting a dental clinic from at least one dental clinic and provides this data to the first patient's terminal, and receives dental clinic selection data from the first patient's terminal for selecting a dental clinic among the at least one dental clinic based on the participation data. The above participation data includes at least a portion of the above dental information data, The above-mentioned first bid management module proceeds with the first bid only when consent is received from the above-mentioned first patient, and If the first patient consents to the first bid, the access management module uses the blockchain network to generate access rights to the data regarding the first bid on the first laboratory terminal, and The data for the first bid above includes the dental treatment data and the first analysis data, and When the first dental laboratory terminal requests access to data regarding the first bid, the access management module verifies the access rights of the first dental laboratory terminal to the first bid using the blockchain network, and The above dental laboratory information data includes the location, size, equipment owned, average production time for dental prosthetics, average delivery time for dental prosthetics, production cost, number of technicians, experience per technician, history of the laboratory, number of employees, and user reviews. The above dental information data includes information on the dental clinic's location, size, medical equipment, number of staff, total number of doctors, number of specialists by field, specialized treatment areas, number of nurses, number of dental hygienists, interior design, number of patients by time of day, treatment hours, average waiting time, clinical experience by doctor, history of the clinic, treatment costs, treatment duration, and user reviews. The dental data management server further includes a metaverse management module that generates virtual images for the dental treatment data, the dental information data, and the first analysis data. The data analysis module inputs the dental treatment data into a first deep learning module to generate the first analysis data, and inputs the dental treatment data and the first analysis data into a second deep learning module to generate second analysis data including expected image data after the completion of treatment for the first patient. The first deep learning module is pre-trained using a plurality of dental treatment data and treatment information associated with each of the plurality of dental treatment data as training data, and The second deep learning module is pre-trained using a plurality of dental treatment data and treatment information, and image data of a patient who has completed treatment according to the treatment information, as training data, and The above first analysis data includes information regarding the positional relationship with anatomical structures, the positional relationship with adjacent and opposing teeth, whether bone grafting is necessary, whether dental conservation, orthodontics, and prosthetic treatment are necessary, the density of residual bone, the amount of residual bone, the implant placement location, the types of implantable implants, the bone graft site, the required amount of bone graft, whether additional procedures are necessary, the total treatment cost, and the total treatment period. The access management module generates a second access right for a second dental terminal participating in the second bid using the blockchain network only when it has received both consent from the first patient's terminal and consent from the first dental terminal, and The above metaverse management module is, A map generation unit that receives map information data and generates a map image on the metaverse; A space generation unit that generates spatial images of dental clinics and laboratories; An object generation unit that generates an object image to be placed in the above space image; A character generation unit that generates a character image to be placed in the above spatial image; An information generation unit that generates an information image to be displayed on the metaverse; and It includes a metaverse access platform that generates a virtual space on the metaverse by organically connecting the map image, the spatial image, the object image, the character image, and the information image, and The above map image includes information regarding the locations of dental clinics that transmitted management methods and treatment plans related to the symptom data to the consultation management module, the locations of dental clinics recommended by the dental clinic recommendation module, and the locations of dental clinics that applied to participate in the second bid, and the information regarding the locations of the dental clinics included in the map image can only be verified on the terminal of the first patient to which the third access right has been granted, and the map image further includes information regarding the locations of dental laboratories recommended by the dental laboratory recommendation module and the locations of dental laboratories that applied to participate in the first bid, and the information regarding the locations of the dental laboratories can only be verified on the terminal of the first dental clinic to which the first access right has been granted. The above spatial data includes information on the interior, exterior, and size of the dental clinic and laboratory, and the above spatial data is included in the dental clinic information data and the laboratory information data. The above object data includes information on treatment equipment held by the dental clinic and information on prosthetic manufacturing equipment held by the dental laboratory, the object image generated by the object generation unit is placed on the space image generated by the space generation unit, and the object data is included in the dental information data and the dental laboratory information data. The above character data includes information on the number of dental clinic staff, information on the number of dentists, information on the number of nurses, information on the average number of patients per hour of the dental clinic, information on the number of dental laboratory staff, and information on dental technicians of the dental laboratory, and the character generation unit generates a doctor character based on the information on the number of dentists and places it on the spatial image, and generates a patient character based on the information on the average number of patients per hour of the dental clinic and places it on the spatial image, and the character data is included in the dental clinic information data and the dental laboratory information data. The above information data includes information on treatment costs, information on the treatment period, information on the cost of fabricating dental prosthetics, information on the doctor's experience, information on the dental technician's experience, and information on reviews, and the above information data is included in the dental information data and the dental laboratory information data. The first patient's terminal, dental terminal, and laboratory terminal access the metaverse access platform to verify and manage data in a virtual space on the metaverse, and the data that can be verified in the virtual space on the metaverse differs depending on the access rights of the terminal devices. Dental data management server.
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Description

Blockchain-based dental data management server The present invention relates to a blockchain-based dental data management server. Specifically, the present invention relates to a dental data management server that grants access rights to terminals based on blockchain and manages bids for dental clinics and dental laboratories. The content described in this section merely provides background information regarding the present embodiment and does not constitute prior art. With the recent advancement of imaging technology, dental CTs such as CBCT, oral scanners, and facial scanners have become widely available, and the amount of dental imaging data used in dentistry is increasing rapidly. Although such dental imaging data must be retained for at least five years due to relevant laws, there are several issues with individual dental clinics storing it due to the nature of the data. First of all, since dental imaging data constitutes patients' personal information, data security is critical. However, if such data is simply stored individually by dental clinics, there is a high risk of hacking or data loss. Furthermore, due to the nature of dental imaging data, it is a large volume, so storing it individually can result in a waste of costs and resources. In addition, dental imaging data needs to be transmitted to dental laboratories for the production of prosthetics, but there are significant difficulties in transmitting such large volumes via email or similar means. In addition, since patient information is protected by the Personal Information Protection Act, in principle, data must be transferred to the dental laboratory with the patient's consent, even if it is for the purpose of patient treatment. Furthermore, determining what treatment to perform on a patient using dental imaging data must inevitably be judged based on the dentist's personal experience. In such cases, if an incorrect treatment plan is established due to the dentist's error or lack of experience, problems such as the fabrication of inappropriate prosthetics, prolonged treatment periods, patient discomfort, and overtreatment may occur. Furthermore, since it is realistically difficult for dental clinics to assess the conditions and costs of all laboratories, there is a problem in that it is difficult to reasonably identify a laboratory suitable for the individual clinic and capable of producing the desired prosthetics. Furthermore, unless patients visit a dental clinic in person, they can only obtain information about dental clinics online or through acquaintances; consequently, there are limitations in finding the clinic that best suits their needs. In other words, patients struggled to identify the clinic most suitable among various options, while dental clinics struggled to find a laboratory capable of fabricating desired prosthetics based on patient data. Therefore, there was a need for a service that allows patients to select a dental clinic that meets their needs among various options, and enables dental clinics to identify a laboratory capable of producing suitable and desired dental prosthetics. delete FIG. 1 is a diagram for schematically describing a dental data management system according to some embodiments of the present invention. FIG. 2 is a diagram illustrating the configuration of a dental data management server according to some embodiments of the present invention. FIG. 3 is a diagram for schematically explaining the configuration of a data management module according to some embodiments of the present invention. FIG. 4 is a drawing for explaining the configuration of a dental care module according to some embodiments of the present invention. FIG. 5 is a drawing for explaining a first bidding process according to some embodiments of the present invention. FIG. 6 is a diagram illustrating the configuration of a laboratory management module according to some embodiments of the present invention. FIG. 7 is a drawing for explaining a second bidding process according to some embodiments of the present invention. FIG. 8 is a drawing for explaining a data analysis module (125) according to some embodiments of the present invention. FIG. 9 is a drawing for explaining a data analysis module according to some embodiments of the present invention. FIG. 10 is a diagram illustrating, in an exemplary manner, the process of generating first analysis data based on dental treatment data for a first patient requiring an implant. FIG. 11 is a drawing for explaining a virtual image generation module according to some embodiments of the present invention. FIG. 12 is a diagram illustrating, in an exemplary manner, the process of generating second analysis data based on dental treatment data and first analysis data for a first patient requiring an implant. FIG. 13 is a drawing for illustrating a metaverse management module according to some embodiments of the present invention. FIG. 14 is a diagram illustrating the hardware implementation of a dent