My Health Coach

My Health Coach, integrated with Personal Health Record (PHR) systems, analyzes the electronic health records (EHRs) of the individual and their specified family health data using various artificial intelligence (AI) algorithms. This innovative health management solution helps prevent diseases by detecting health risks before the onset of illness based on analysis results and sends personalized health recommendations and alerts for early treatment.

  • TÜBİTAK Project

Features and Benefits

My Health Coach analyzes data such as the individual's demographic status, current-past diseases, medications, procedures previously applied, such as angioplasty and endoscopy, together with other risk factors like obesity, high blood pressure, high fasting blood sugar, smoking and family history. Based on these analyses, it identifies personalized risk factors for conditions such as hypertension, diabetes, heart diseases, obesity and other specified diseases. The system, which evaluates health risks through multiple machine learning analyses, provides users with personalized notifications and recommendations on potential diseases, possible outcomes, methods for disease prevention, current treatment processes, and ways to improve quality of life. This system, which identifies and manages risk factors in the stages before the onset of diseases as part of protective and preventive healthcare services, aims to prevent individuals' health problems and reduce the economic burden and capacity stress on the healthcare system.

Personalized Health Notifications

My Health Coach analyzes individual health records (EHR), demographic and personal information such as age, gender and weight, along with health data of family members, using various artificial intelligence algorithms and sends personalized health notifications to users. These notifications help users detect health risks early, prevent diseases and achieve their current health goals. The system aims to encourage individuals to develop healthy lifestyle habits and improve their quality of life through these notifications.

Reinforcement Learning and Graph Analysis Machine Learning for Risk Assessment

My Health Coach analyzes user behaviors by using reinforcement learning algorithms and improves its algorithms through feedback loops. The system, which sends notifications to users regarding health risks and recommendations, evaluates user responses to make more accurate risk estimates. Additionally, through graph analysis, user data is correlated with family members who share similar risk factors, enabling early diagnosis of the likelihood of developing various diseases and facilitating proactive health management.

Proactive Health Management

The system’s smart notifications guide users towards early diagnosis and treatment with a protective and preventive medicine approach, making it easier to achieve various health goals. These notifications enable preventive measures to be taken before serious health issues arise, helping individuals reach their health goals while reducing unnecessary medical interventions. The system enables users to manage their health more effectively and experience a more efficient health journey.

Analysis and Personalized Notifications Evolving through Feedback

The system continuously improves itself by analyzing user feedback and data collected from wearable health technologies such as smartwatch, fitness tracker and pedometer. The data obtained from real-time biometric measurements are used to optimize the timing of notifications and provide users with effective content at the most appropriate time. These data help identify potential health risks in early diagnosis and preventive treatment processes while also enhancing the capacity of reinforcement learning algorithms.

Data Privacy and Security

The system processes and securely stores users' and family members' health data by anonymizing it. Anonymizing and encrypting the data ensures the highest level of user privacy and data confidentiality. All processes are designed in compliance with applicable legal regulations and international data security standards, and access to personal data is carried out and managed only at authorized levels.

Chronic Disease Management

The system analyzes risk factors associated with chronic conditions such as diabetes, heart disease, hypertension and obesity, and supports early diagnosis and preventive treatment processes. It provides users with personalized information for managing and preventing diseases, enhances quality of life. This enables users to make more informed and effective decisions in their health journey.

Lifestyle Recommendations

The system analyzes demographic characteristics, health records (EHRs) and lifestyle data to provide personalized recommendations for diet, physical activity, stress management and sleep patterns. AI algorithms support sustainable lifestyle changes by taking the user's current health conditions and goals into account. These recommendations contribute to improving users' physical and psychological well-being.

Data-Driven Effective Public Health Management

The system analyzes individual and family health data to identify health trends and risk factors across the population. Early diagnosis of common diseases and risk management are optimized through machine learning algorithms. The system contributes to the prevention of diseases at an early stage by supporting preventive and protective healthcare services. This approach supports health authorities in developing data-driven and effective policies while reducing the economic burden and capacity stress on the healthcare system.

Benefits for Patients:

My Health Coach enables users to identify health risks early and take proactive measures to address them. The system provides early diagnosis and prevention opportunities for chronic conditions such as diabetes and heart diseases. Additionally, it provides personalized recommendations for lifestyle changes, helping users adopt healthy habits. Users make informed decisions regarding their health, enhancing their quality of life and adopting a healthier lifestyle.

Benefits for Healthcare Professionals:

Healthcare professionals can identify at-risk individuals more quickly and personalize treatment processes through My Health Coach. The system accelerates decision-making processes and reduces workload by providing detailed analyses of patient conditions. Physicians can work more efficiently by using the smart notifications provided by the system to prevent complications and seize opportunities for early intervention. Additionally, it enhances communication between patients and healthcare professionals, thereby improving treatment adherence rates.

Benefits for Healthcare Systems, Providers and Authorities:

My Health Coach alleviates capacity stress and economic burden on healthcare systems by increasing early diagnosis rates. Healthcare providers improve patient satisfaction and expand access to more patients through increased efficiency. The system contributes to the creation of more accurate and effective public health policies through data analytics powered by various machine learning algorithms. Health authorities can monitor health trends across the population to develop preventive measures and manage common health issues more effectively.