ARTIFICIAL INTELLIGENCE-SUPPORTED INTEGRATED HEALTH MONITORING AND NUTRITION RECOMMENDATION SYSTEM

Abstract

The invention system is characterized by an application (1) that connects to a mobile device (5) or computer (6) shown in Figure 1 and includes an artificial intelligence module (3), and presents and monitors a suitable diet and exercise program to the user based on their health status and goals by going through the processes shown in Figure 2.

Description

1 TARIFF AI-SUPPORTED INTEGRATED HEALTH MONITORING AND NUTRITIONAL RECOMMENDATIONS SYSTEM TECHNICAL AREA 5 The invention brings together individuals' biological and physiological data to create personalized health profiles. It relates to an integrated, AI-powered system that provides management. STATE OF THE ART People either want to maintain their current situation, improve it, or 10 various nutritional plans and programs in response to an illness the patient has. and uses diets. These diets are tailored to the individual's goals and objectives and medical conditions. This can vary depending on the individual's situation. Through expert dieticians. Diet programs, while having the advantage of being personalized, require regular appointments. and also has disadvantages due to visiting procedures and fees. In addition, 15 the order of daily planning and follow-up requirements and eating out Situations where it is mandatory also create a disadvantage. In the systems and regulations currently in use, health data is scattered. retention in systems, inability to interpret glucose, insulin and blood tests, menu 20 The inability to analyze and make healthy choices for eating out leads to faulty nutrition. The inability to analyze systematically leads to a loss of user motivation and The sustainability problem, the inability to support it with visual tracking, state systems. Non-integrated monitoring applications, individual monitoring in autoimmune diseases. 25 There are also significant disadvantages. Document number WO2023137803A1, “Nutrition diet combination a diet management system based on an unmanned cooking machine, falling within the technical field and method. The diet management system includes: a client's physical health and 30 to provide an output signal representing living conditions and a physical health index a physical health index analysis module run to obtain the information; and a unmanned cooking machine including customer information and diet combination chart 2 to gather information, complete the food cooking process and deliver the food to the customer. A nutritionally balanced diet customization module used to deliver this. Nutrition-balanced diet customization module for unmanned cooking machine Thanks to this, automatic cooking can be performed, as well as door-to-door delivery service. by ensuring that the customer's diet is balanced, 5 This also saves a certain amount of time for the customer.” It has been summarized. Document number JP2020021412A, “Meal contents of a person on a diet” a health management server that can scan information like this and increase motivation 10 According to the current invention, a diet management server provides a diet management object. a network between a personal side terminal and a diet manager side terminal It connects. The diet management server includes: a diet management object person. transmitted food image information and food item information and from a diet manager A receipt for receiving submitted comments; processing to give a rating 15 To achieve this, it automatically analyzes food item information and calculates a score. a different dietary management object when it is equal to or greater than a fixed value a food image corresponding to a situation where a person can browse dietary information a control that performs the processing for sharing dietary information, such as dietary information. part of; a storage part for storing dietary information; and dietary information 20 "A transmission component to convey the object of diet management to the person or diet manager." This is a summary of the situation. Document number KR20190013157A states, "The present invention describes a way to network a diet menu." To manage them, connect a multi-smart plate and a smart module together in 25 an artificial intelligence (AI) diet management system that can connect and effectively manage diets It relates to the system. According to the current invention, the smart module connects multiple smart plates into a network. It is possible to control, transmit and receive remotely via it, Diet or diet menu management for individuals, artificial intelligence control of the smart module, or This can be achieved through program control.” 30 DEFINITION OF INVENTION 3 The present invention eliminates the aforementioned disadvantages and the related technical with an AI-powered system developed to bring new advantages to the field It is related. The purpose of the invention is to provide nutritional advice based on health status, goals, and objectives. 5 The goal is to create a system that generates this information and uses artificial intelligence for this purpose. Here... Personal health management by bringing together individuals' biological and physiological data. A holistic, AI-powered system is being created that provides this. The invention system creates daily nutrition programs for users based on their health status. plans and follows up. Here, the values ​​included in various medical tests of individuals are taken into account. Based on body analysis, it analyzes deficiencies and excesses in values ​​and accordingly. They prepare a nutritional program related to the individual. They also ensure the person adheres to this program. It also regularly monitors non-compliance situations. The invention system allows users to... The food and / or supplements uploaded are shown in the uploaded photos (visual 15). It performs monitoring operations both analytically and based on the content entered. In addition, it monitors body changes through image analysis by taking the user's photograph. It also analyzes health indicators using facial recognition. The invention system works in situations where users order food from outside and a 20 When you go to a restaurant, you can examine the menu or choose what you want to order. By analyzing the menus of the restaurants within the platform, it can identify suitable options for the user. It identifies and recommends foods that are suitable. The invention system also protects against deviations from the prepared nutritional program. It analyzes dietary errors and offers users ways to correct them. and it also monitors them. This is especially true for wearable devices (smart devices) Early warning systems analyze data from sources such as clocks and glucose monitors. It also creates. In addition, the invention monitors daily water consumption, diabetes, and the menstrual cycle. It optimizes individual health management by analyzing data. 30 The invention system interacts with the user through a continuous chat screen that can empathize. It stays, supports motivation and sustainability. 4 The invention system provides not only recipes but also real-life information generated by artificial intelligence. Through engaging food images, it guides the user towards making informed food choices. The recipes, tailored specifically to the user's needs, are also available here. The meals are presented in appropriate quantities and with suitable content for the program. These meals are also prepared using artificial intelligence. 5 realistic visuals prepared by [company name] to encourage people to eat these foods It offers mental support. The inventive system digitally tracks autoimmune diseases and their recovery processes. It supports. Here, the health status and medical test results that individuals enter into the system. According to the results, 10 are based on nutritional programs prepared for various diseases. by regularly monitoring the progression and regression of diseases By updating the program according to the progress or regression shown, it will be brought to the current state. It arranges appropriate changes or prepares a new program. In addition, the invention The system provides personalized functional nutrition plans based on users' blood test and real-time data. It also provides a supplement planning guide. 15 The invention system can be integrated into state health systems and enable remote patient monitoring. It facilitates and provides life-saving early warnings. Drawings 20 The present invention, briefly summarized above and discussed in more detail below, applications of the invention, example applications of which are depicted in the attached drawings. This can be understood by referring to the reference. However, the attached drawings are only typical of this invention. It describes the applications and inventions, and therefore, other equally effective ones. Since it may allow applications, it cannot be assumed that it limits its scope. 25 It should be noted. Figure 1 shows a general overview of the elements used in the invention system. Figure 2 shows the operational steps of the invention system. To facilitate understanding, indicate the identical elements that are common to the shapes. 30 Identical reference numbers have been used where possible. Figures are to scale. It is not drawn and can be simplified for clarity. The elements of an application and Its features are useful to other applications without needing further explanation. It is thought that it can be included in this way. Explanation of Details in the Drawings The corresponding reference numbers shown in the figures are given below. 5 1- Application 2- Server 3- Artificial intelligence module 4- Database 10 5- Mobile device 6- Computer 10- Data entry 12- Uploading photos 13- Artificial intelligence analysis 15 14- Program and diet preparation 15- Monitoring and control 16- Motivation and support 17- Notification module 18- Emergency response module 20 DETAILED EXPLANATION OF THE INVENTION This detailed explanation describes the preferred system configuration for the invention. The alternatives are presented solely for the purpose of better understanding the subject and in no way. It is explained in a way that will not create a limiting effect. 25 The invention system is connected to a mobile device (5) or computer (6) as shown in Figure 1. and the health status of users of an application (1) which includes an artificial intelligence module (3) and a suitable diet and exercise program in line with their goals (Figure 2). by presenting it to the user after putting it through the specified processes and monitoring it for 30 days. It is characterized by its performance. 6 The invention relates to the process steps shown in Figure 2 and the actions taken in these steps within the system. by carrying out stages such as analysis, evaluation, control and monitoring a diet and exercise program tailored to the user's health status and goals It is prepared and presented, and the user's progress and evaluation are carried out. The user can access the application included in the system (1) 5 with a mobile device (5) or computer (6). logs in. User profile includes basic information such as height, weight, age, gender, and health history. By creating this profile with their information, they register with the system and can submit blood tests and urine samples through this profile. Data can be entered through tests or integrated smart devices, and dietary preferences can be determined. (Gluten-Free, Lectin-Free, etc.), chronic diseases, and goals (weight loss, muscle mass). (10) 10 determines the gain, diabetes management etc. and thus the information entry into the system. The stage is completed. After that, the user enters the application (1) for body analysis. upload photos or take photos directly from within the application (1) By doing so, the user completes the photo upload (12) stage. User information entry Medical tests, health conditions such as chronic diseases and diet that he / she entered in stage (10) Photos entered during the photo upload stage (12) with preferences like preferences 15 The artificial intelligence module (3) that the application (1) has is analyzed by The intelligence analysis (13) stage is proceeded with. Here, depending on various health conditions, more In addition to pre-planned and successful programs, previously The behavior of users who fail and deviate from the organized programs and 20 classified according to the types of violations and their justifications. an artificial intelligence module trained with this information in a created database (4) (3) the most suitable nutrition and exercise program according to the information and goals entered. The program and diet preparation (14) stages are carried out. Daily health monitoring for the user during the monitoring and control (15) phase of the invention system 25 Here, the user's sleep quality, heart rate, sugar, and are optimized in the morning. Hydration status data is collected and analyzed through wearable technologies. This analysis is performed. The results are presented in the morning report along with personalized recommendations. It also includes the user's water consumption, meals, exercise, and daily activities. It records. Individual health status is monitored thanks to AI-powered analytics. 30 PM All daily health data is analyzed and recommendations are provided for the next day. Image The analysis module tracks changes in body measurements to monitor the development process. It presents the information in graphical form. In addition, the image analysis module allows the user to... 7 When eating ready-made food from outside is necessary, a photograph of the food should be taken. After the image is uploaded to the system, it analyzes the image and determines what kind of food the person enjoys. Information such as how much they should eat and whether it is suitable for their diet. In addition to doing that, the system also uploads an image of the restaurant's menu. By analyzing this menu upon loading, it provides the user with the most suitable order. 5 It is formed. Motivation and support (16) stage to the user daily or Weekly motivational messages are sent. If the user's progress stalls or... when negative developments such as decline and / or energy levels are observed motivational texts, podcasts, and similar energy-boosting messages for the user It is prepared and sent according to the person and situation. In the notification module (17), the user 10 Personalized notifications to the user regarding their needs, health status, and nutrition. is sent. Here, the user's health status is assessed by artificial intelligence, along with various other factors. Factors such as dietary habits are analyzed regularly and necessary measures are taken. Information is sent to the user. In the emergency response module (18) users Automatic alerts and notifications when a critical change is detected in health data. 15 The systems are activated. If sudden changes in heart rate are detected, an emergency situation is triggered. Automatic notifications are sent to individuals. In cases requiring emergency intervention, the hospital... By integrating into their systems, users are advised on the nearest healthcare facility. Because the user is under regular monitoring, data is also shared with hospitals and doctors. By sharing it and making it accessible to medical authorities, optimization is achieved. 20 can be provided. 30

Claims

8 REQUESTS 1- The invention is a mobile device (5) or computer (6) connected with artificial intelligence an application containing module (3) (1) users' health status and a suitable diet and exercise program in line with the user's goals 5 It is a system created for the purpose of presenting and monitoring, The feature allows the user to connect the system with a mobile device (5) or computer (6). By logging into the application (1), the user profile includes height, weight, age, gender and by creating a system with basic information such as health history, and Healthcare integrated with blood tests, urine tests, or smart devices via profile 10 Data entry and dietary preferences (gluten-free, lectin-free, etc.), chronic diseases and their goals (weight loss, muscle gain, diabetes management) (10) stage of determining etc.) and thus entering information into the system. to be performed, after which the user will apply (1) body analysis to the application. Uploading photos or taking photos directly from within the application (1) 15 By doing so, the user completes the photo upload (12) step. medical tests, chronic diseases, etc. entered in the information entry stage (10) Uploading photos with preferences such as status and diet preferences (12) The photos entered in the phase are processed by the artificial intelligence of the application (1) The artificial intelligence analysis (13) stage, which is analyzed by module (3), is 20 by passing through, and having prepared in advance according to various health conditions. in addition to successful programs, there are also previously unsuccessful ones. User behavior and violations that go beyond the organized programs classified according to their circumstances and the reasons for them artificial intelligence trained with this information in a created database (4) 25 module (3) the most suitable nutrition according to the entered information and goals and exercise program preparation and diet preparation (14) stage daily health monitoring during the implementation, follow-up and control (15) phase Optimized for the user, here the user's sleep quality and heart in the morning Data on heart rate, blood sugar, and hydration status can be obtained from wearable devices. This data is collected and analyzed using technologies, and the results of this analysis are reported in the morning. By offering personalized recommendations, the user can also drink water throughout the day. AI records consumption, meals, exercise, and daily activities. 9 Through supported analyses, individual health status is monitored and in the evening... all daily health data is analyzed and recommendations are made for the next day. presentation of the image analysis module, changes in body measurements By tracking the development process and presenting it in graphical form, image analysis module 5 in cases where the user has to eat ready-made meals from outside. After a photo of the food is taken and uploaded to the system, the image By analyzing this, it determines how much of this food a person should eat, suitable for their diet. In addition to providing information such as whether or not it is available, the restaurant By uploading a screenshot of the menu to the system, we can analyze this menu. by creating the most suitable order for the user and providing motivation and support 10 Daily or weekly motivational messages to the user at stage (16) sending, here, a pause or regression in the user's progress when negative situations and / or low energy levels are observed a set of motivational texts, podcasts, and similar energy-boosting materials for the user Messages are prepared and delivered according to the person and situation, and notifications are made. 15 in module (17), the user’s needs, health status and Sending personalized notifications to the user regarding their diet, where artificial intelligence is used. User's health status and various dietary habits are determined by intelligence. Situations like these are analyzed regularly and necessary information is provided. It is communicated to the user. 20 2- It is a system according to Request 1, and its feature is; Emergency response module (18) Automatically when a critical change is detected in users' health data. Activation of warning and notification systems, sudden changes in heart rate If detected, automatic notifications are sent to emergency contacts, emergency 25 by being integrated into hospital systems in cases requiring intervention recommending the nearest healthcare facility to the user and the user's regular Because they are under surveillance, data is also shared with hospitals and doctors. optimization is achieved by making it accessible to medical authorities as well. is the ability to provide it. 3- It is a system according to Request 1, which provides 30 daily updates to users based on their health status. It has the feature of planning and monitoring nutritional programs; individuals with various medical needs According to the values ​​included in the analyses and according to body analysis, deficiencies and Analyzing excess value situations and developing a corresponding nutrition program. preparation, as well as the individual's compliance with and non-compliance with this program. It also regularly monitors their status, and the system ensures that the files uploaded by users... Food and / or dietary supplements require visual analysis from uploaded photos. It performs monitoring operations both as a whole and from the content entered, and By taking the user's photo and using the image analysis module, body changes can be detected in 5 ways. It tracks and analyzes health indicators using facial recognition. 4- It is a system according to Claim 1, and in the image analysis module, users when ordering food from outside or when going to a restaurant The feature that enables tracking; the place visited or where a delivery order will be placed by reviewing the menu or within the platform where you wish to place your order. By analyzing restaurant menus, it identifies food options suitable for the user. It includes a follow-up and monitoring (15) stage which involves identifying and recommending. 5- It is a system according to Claim 1, and its characteristic is that the prepared nutrition program when deviating from these norms and analyzing incorrect diets, and compensating for them. methods that offer users and enable their monitoring, especially wearable 15 by analyzing data from devices (smartwatches, glucose monitors, etc.) early warning systems are created, and daily water consumption, diabetes monitoring, and menstruation are monitored. Optimize individual health management by analyzing data such as life cycles. It includes the monitoring and control (15) stages carried out by doing. 6- It is a system according to Request 1, and its feature is that the application on the server (2) is 20 (1) In addition to food recipes, AI-generated realistic Using food images to guide the user towards making sound food choices, recipes suitable for the program, specially prepared for the user again, these meals should be presented in appropriate content and quantities according to this program. These 25 people are presented with realistic appearances, again created by artificial intelligence. It offers a mental boost to motivate the person to eat. 7- It is a system according to Claim 1, and its feature is the digital monitoring of autoimmune diseases. and supporting recovery processes, here, individuals into the system various diseases according to their health condition and medical test results According to the nutritional programs prepared for them, disease progression and regression 30 by regularly monitoring conditions such as these, the progress shown or Updating the program according to the decline and making changes to suit the current situation. They organize or prepare a new program, providing users with blood tests and real-time information. 11 According to the data, it also includes personalized functional food supplement planning. It is to present. 10 20 30

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