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Skip search results from other journals and go to results- 603 Journal of Medical Internet Research
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Social network addiction (SNA) is an emerging behavioral addiction characterized by excessive dependence on social network platforms, which significantly impairing an individual’s daily social functioning. In recent years, with the rapid proliferation of smartphones and internet technologies, SNA has rapidly proliferated globally, particularly among university students.
J Med Internet Res 2025;27:e72260
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The Homeostasis Model Assessment of Insulin Resistance (HOMA-IR; fasting glucose [mmol/L]×fasting insulin [μU/ml]/22.5) is regarded as an acceptable method for evaluating IR [7]. However, fasting insulin, one of its components, is not a routine test, making it difficult to obtain in community and grassroots settings.
JMIR Med Inform 2025;13:e72238
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We conducted an extensive electronic search to identify all randomized controlled trials (RCTs) that reported outcomes measured by changes in behaviors in diet, physical activity, or tobacco smoking after the NLP chatbot–based intervention.
JMIR Mhealth Uhealth 2025;13:e66403
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They face difficulties accessing more detailed information from different health care providers due to the lack of an integrated platform [5]. This can lead to, for example, duplication of tests from different health care facilities and unnecessary health care expenses, when patients are referred from primary to secondary or tertiary care. Care coordination failure can be costly and has been estimated to cost between US $27.2 billion and US $78.2 billion in the United States [6].
J Med Internet Res 2025;27:e70484
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Large Language Models in Medical Diagnostics: Scoping Review With Bibliometric Analysis
Current scoping reviews on LLMs are predominantly conceptual and focused mainly on the entire area of biomedical health [10], highlighting an urgent need for a targeted, domain-specific review to guide future research directions [4,11,12]. With this scoping review, we therefore intend to answer the following research question (RQ): What is the state of research regarding medical diagnosis based on LLMs?
J Med Internet Res 2025;27:e72062
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This allows for a tailored intervention, optimizing the support offered based on an objective analysis of user data.
Growing up in the digital era, children are inherently familiar with digital devices such as smartphones and tablets [12,13]. These tools offer an intuitive and user-friendly interface, eliminating complexities or abstract concepts and reducing potential barriers for younger users [13].
JMIR Mhealth Uhealth 2025;13:e58597
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Originally inspired by Alan Cooper's “User Personas” concept in 1998 and later adapted to health care by Liu et al [15], Cooper et al [16], and Pietilä et al [17], health portraits refer to an integrated, person-centered representation that synthesizes heterogeneous data, including symptoms, medical history, biochemical tests, and lifestyle factors, into a unified profile of an individual’s health status.
J Med Internet Res 2025;27:e72636
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Despite extensive research, ASD remains a complex neurodevelopmental disorder with an unclear etiology and no definitive cure [3]. While children with ASD generally have a normal life expectancy, they often require lifelong care, particularly from their parents, who typically serve as primary caregivers [4,5]. The demands of caregiving for a child with ASD are significant and can negatively affect the psychological health of parents.
JMIR Res Protoc 2025;14:e68677
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This study aimed to demonstrate and evaluate the effectiveness of using an LLM integrated with retrieval-augmented generation (LLM-RAG) to improve clinical risk prediction, specifically for 30-day postoperative mortality and ASA-PS classification, based on preoperative unstructured clinical notes. To this end, we incorporated RAG [21], a technique designed for LLMs that dynamically retrieves and integrates relevant external information during inference.
J Med Internet Res 2025;27:e75052
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Mobile clinics provide an additional solution to the unequal distribution of health care resources. Mobile clinics are mobile health care units, typically modified ambulances, designed to deliver services to both urban and rural communities [4]. This flexible health care model overcomes both time and geographical challenges, bringing medical services directly to remote areas.
JMIR Med Inform 2025;13:e59103
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