e.g. mhealth
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Skip search results from other journals and go to results- 3 Journal of Medical Internet Research
- 2 JMIR Research Protocols
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In addition, we used Geodetector software (Chinese Academy of Sciences) to measure and attribute the spatially stratified heterogeneity (SSH) feature of gay dating app use in Shenzhen, characterizing the differences both within and between geographic strata. Geodetector uses the q-statistic index to quantify SSH and to assess the interaction outcomes between one or more independent factors. A q value of 0 represents an absence of SSH, while a q value of 1 represents perfect SSH between strata.
J Med Internet Res 2025;27:e69569
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Impact of Internet Usage on Depression Among Older Adults: Comprehensive Study
Third, this paper conducts a heterogeneity analysis across different regions, expanding on current research that mostly focuses on heterogeneity based on demographic characteristics, thus broadening the scope of existing studies. Finally, we offer several specific and actionable policy recommendations, providing a basis for decision-making to improve the mental health of older adults in other high-income countries.
J Med Internet Res 2025;27:e65399
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AI-Based Noninvasive Blood Glucose Monitoring: Scoping Review
Given the heterogeneity of AI models and input data applied in each study, it is beyond the scope of this review to ascertain the best NIBGM system based on performance metrics alone. Furthermore, the lack of standardized reporting and analysis of results, leads to heterogeneity that hampers the comparison of findings across studies. Perhaps a diagnostic accuracy review may be more suited to address the question of which system is best suited to be adopted in various settings.
J Med Internet Res 2024;26:e58892
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The main objective of this study was to evaluate patient-level heterogeneity in the association between prescribed medication and overall survival duration in the form of follow-up days and subsequently to identify a set of prescription rules based on patient-specific factors. We used a causal survival forest to measure heterogeneous treatment effects among patients with m CRPC, focusing on the survival duration.
JMIR Med Inform 2024;12:e59480
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These results reveal the heterogeneity among diagnostic outcome studies, which hinders conducting a meta-analysis [8-12]. Moreover, a scoping review on consensus guidelines for teledermatology highlights the need for updating guidelines and thereby incorporating lessons from the COVID-19 pandemic [13].
JMIR Dermatol 2024;7:e60346
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Summarizing and analyzing the incidence, prevalence, and risk or associated factors of syphilis in pregnancy and congenital syphilis must take into account location heterogeneity. This type of analysis enables a broader understanding of the problem, improves control strategies and equity in disease management, and establishes reference data to help disease screening efforts in Brazil.
JMIR Res Protoc 2024;13:e50702
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Nevertheless, an incomplete understanding of the underlying pathophysiology and the presence of numerous psychosocial and environmental factors that could influence intervention results may cause heterogeneity and preclude tinnitus subgrouping. As an effect, to date, there are no singularly effective clinical evaluation and treatment methods for subjective tinnitus [12]. Moreover, the current tinnitus diagnosis heavily relies on patient-reported assessments such as questionnaires.
JMIR Res Protoc 2019;8(1):e12270
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