Journal of Medical Internet Research

Health care providers are at the forefront of the digital health transformation underway in low- and lower-middle-income countries (LLMICs). Digital health innovations (DHIs) promise more efficient and equitable health care delivery. However, their implementation often outpaces the generation of evidence supporting their effectiveness, resulting in fragmented projects that are poorly aligned with local system needs. Recognizing the diverse ways DHIs are used, the World Health Organization introduced a revised Classification of Digital Health Interventions in 2023 identifying 4 primary user groups, including health care providers.

Men’s health, particularly in the domain of urology, faces significant challenges in access to care, patient outcomes, and cost efficiency. Despite advances in medical treatment, conditions such as prostate cancer remain a leading cause of cancer death among men, with African American men disproportionately affected at twice the mortality rate of other groups. Compounding these challenges is a critical shortage of urologists, with 62% of U.S. counties lacking a practicing urologist and only one new urologist entering the field for every ten retiring. This shortage results in delayed diagnoses, increased rates of advanced-stage conditions, and significant health disparities. To address these pressing issues, telehealth and technology-based integrated care models present a promising solution. Telehealth expands access to specialized urological care by overcoming geographical barriers and offering virtual consultations, at-home diagnostics, and continuous patient engagement. AI-driven tools further enhance the efficiency and accuracy of care delivery, improving provider experience by automating administrative tasks and facilitating early intervention through predictive analytics. Furthermore, remote patient monitoring devices provide accurate, cost-effective and highly accessible alternatives. These innovations reduce provider burnout, lower healthcare costs, and, critically, improve patient outcomes. This article explores the potential of telehealth and integrated care in men’s health urology as a practical pathway to bridging access gaps, enhancing care quality, and achieving cost savings. By leveraging digital health solutions, healthcare systems and employers can promote health equity, increase engagement, and ensure that all men receive timely and effective urological care.

Diagnosing rare diseases remains challenging due to their inherent complexity and limited physician knowledge. Large Language Models (LLMs) offer new potential to enhance diagnostic workflows.

AI technologies are increasingly integrated into medical practice, with AI-assisted diagnosis showing promise. However, patient acceptance of AI-assisted diagnosis, compared with human-only procedures, remains understudied, especially in the wake of generative AI advancements like ChatGPT.

Disinformation on social media can seriously affect mental health by spreading false information, increasing anxiety, stress, and confusion in vulnerable individuals as well as perpetuating stigma. This flood of misleading content can undermine trust in reliable sources and heighten feelings of isolation and helplessness among users.

The global population is aging rapidly, with projections indicating a doubling of older adults by 2050. Among the chronic conditions affecting this demographic, diabetes stands out due to its prevalence and impact on health. Mobile health (mHealth) app interventions show promise in improving health outcomes, leveraging the widespread adoption of smartphones among older adults.

Digital health interventions, especially mobile applications, have become instrumental in helping women at risk of polycystic ovary syndrome (PCOS), increasing their understanding of the condition, improving self-care, and fostering empowerment. However, their rapid proliferation has brought about significant challenges regarding quality assessment and evidence-based determination. Therefore, establishing reliable quality assessment methods is essential to assist PCOS patients in identifying effective and trustworthy mobile health tools.‎

The present study aimed to: 1) determine the prevalence and sociodemographic predictors of using sleep wearables in Canada, 2) evaluate the perceived effects of wearable use on sleep and stress, 3) compare sleep and healthcare-seeking behaviours in users and non-users, and 4) investigate the moderating effects of wearable use on the association between sleep and anxiety.

The importance of social connectedness as a determinant of health and well-being in older adults is well-established. Ecological momentary assessment (EMA) shows promise for real-time measurement of social interactions, making it worthwhile to investigate its feasibility and the challenges of applying it to older adults.

As digital interventions gain prominence in mental health care, they present opportunities to improve access and scalability. Despite their potential, the overall impact of digital behavioral activation (BA) interventions across different formats and populations is not yet fully understood.

The role of artificial intelligence (AI) in enhancing the accuracy of lymphovascular space invasion (LVSI) detection in cervical cancer remains debated.

The COVID-19 pandemic accelerated global telehealth adoption, prompting the South Korean government to temporarily legalize telemedicine in 2020 and subsequently launch a pilot program in 2023. As South Korea transitions to a postpandemic digital health environment, understanding the factors associated with willingness to use (WTU) and willingness to pay (WTP) for telemedicine and teleconsultation is essential for informing effective policy and service design. However, few studies have explored how preferences vary across clinical domains or user groups.