healthcare access
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ML Analysis of Factors Affecting Vaccination in Rural Children: A Machine Learning Approach
Abstract: Vaccination remains one of the most effective public health interventions for preventing childhood diseases, yet rural regions in India continue to experience uneven immunization coverage due to multiple socioeconomic and geographic barriers. This research applies machine learning techniques to identify and analyze the major determinants influencing childhood vaccination uptake in rural communities. The study utilizes survey-based demographic, socioeconomic, and healthcare-related parameters to build predictive models that classify children as vaccinated …
Published in International Journal of Vaccines · Vol. 3, Issue 2, 2026 Read article
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Exploring Gender Differences in Mental Health: Attitudes towards Help-Seeking and Service Utilization
Abstract: Mental health is a complex topic that requires understanding of gender disparities in the use of mental health services and the behavior of seeking assistance. Development of legislation and initiatives aiming at raising awareness and availability of mental health care depends on this knowledge. Maintaining healthy relationships, limiting disease development, managing symptoms, increasing production, and fighting cultural prejudice all depend on mental health therapies. Gender expectations, socialising, stigma, and the …
Published in International Journal of Behavioral Sciences · Vol. 1, Issue 2, 2024 · pp. 10–17 Read article
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Telemedicine: Revolutionizing Healthcare Delivery and Public Health in the 21st Century
Abstract: Telemedicine is a synchronized way of providing medicine to the patient through telecommunication technology. Through this process we can substantial healthcare to the low-income regions or area. These days, medical services are essential policies that every country's population requires for decent healthcare. Telehealth or telemedicine are the shadow of each other in United states we called it telemedicine but in Europe we called it telehealth. It is a two-way communication …
Published in Research and Reviews: A Journal of Health Professions · Vol. 14, Issue 2, 2024 · pp. 76–88 Read article