Computational Molecular Biology 2025, Vol.15, No.1, 13-25 http://bioscipublisher.com/index.php/cmb 16 Accessibility also plays a critical role, as patients in remote or underserved areas may lack adequate healthcare resources, limiting their ability to effectively manage their conditions. The use of digital platforms in chronic care can help address these disparities by providing remote monitoring and telemedicine services. However, these platforms must be user-friendly and adaptable to individual patient needs, as poor design or limited functionality can discourage sustained use. Furthermore, the success of chronic disease management depends heavily on the strength of patient-provider communication, which has been shown to improve when digital tools facilitate timely and clear interactions, thereby supporting better treatment adherence and health outcomes (Yang et al., 2020). 3.3 Impact on patients’ mental health and quality of life The ongoing management of chronic diseases has profound effects on patients' mental health and overall quality of life. Many patients experience psychological stress, including anxiety, depression, and feelings of social isolation, which can impact their ability to adhere to treatment and engage in self-care practices. These mental health challenges are often intertwined with the physical limitations imposed by chronic diseases, further diminishing quality of life. Studies indicate that integrating mental health support within chronic disease management platforms can alleviate some of these psychological burdens by providing patients with coping strategies and access to support networks (Kowitt et al., 2017). Digital health platforms also contribute to improved quality of life by facilitating self-management and offering continuous support that helps reduce hospital visits and emergency care needs. Through consistent monitoring and engagement, these platforms empower patients to take control of their health, thereby boosting self-efficacy and reducing stress. However, the effectiveness of these platforms in enhancing quality of life is contingent upon their ability to foster meaningful patient interactions and trust. When patients feel supported and actively engaged, they are more likely to experience positive mental health outcomes and report a higher quality of life overall (Greene et al., 2020). 4 Role of the "Internet Plus" Continuous Care Platform 4.1 Enhancing patients' self-management abilities The "Internet Plus" continuous care platform significantly enhances patients' self-management abilities, which is essential in chronic disease management. Self-management, involving daily decision-making and lifestyle adjustments, plays a critical role in long-term health outcomes for patients with chronic conditions. Through this platform, patients receive constant access to health education resources, real-time symptom monitoring, and self-management tools, allowing them to participate actively in their own care. For example, mobile applications and online dashboards allow patients to track vital metrics, such as blood pressure and glucose levels, and set medication reminders, which encourage adherence to treatment regimens. Studies have shown that internet-based self-management programs improve patients' understanding of their conditions and promote healthy behaviors, ultimately leading to reduced hospital admissions and emergency room visits (Lear et al., 2021). In addition to physical health benefits, the platform also empowers patients psychologically, enhancing their self-efficacy by providing tailored guidance and feedback. Personalized reminders, motivational messages, and educational content help reinforce positive behaviors and build patients' confidence in managing their conditions independently. Research indicates that patients who actively engage in self-management platforms report increased satisfaction and confidence in managing their health, a critical factor in chronic disease control (Qiao and Li, 2022). By fostering self-management abilities, the "Internet Plus" platform equips patients to take a proactive approach to their health, which is linked to better long-term outcomes and a higher quality of life. 4.2 Supporting health monitoring for chronic disease patients The "Internet Plus" platform plays a vital role in supporting continuous health monitoring for chronic disease patients, providing tools and resources for both patients and healthcare providers to maintain regular oversight of health status. Continuous monitoring is essential in chronic disease management, as it allows for early detection of complications and timely intervention, reducing the risk of severe health events. Wearable devices and connected mobile applications on this platform enable patients to track key health metrics, such as blood pressure, heart rate, and physical activity levels. These data are automatically shared with healthcare providers, allowing them to
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