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Moreover, we relied on baseline information collected at the start of the study for model development and did not fully account for how things can change over time in the real world. Looking ahead, we would like to make sure our models stay accurate and up to date as treatment strategies and clinical guidelines evolve. One way to do this is by applying our framework on more recent datasets or on data that captures changes over time.
JMIR Med Inform 2025;13:e66200
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The choice of this game was influenced by several factors, including its real-life relatability [38,39], the ability to be played in a standing posture [32], simple game-mechanics, and easily adjustable parameters. In addition, the game’s haptic and auditory feedback had the potential to enhance immersive user experience, further supporting our decision to use it [24,33].
JMIR Serious Games 2025;13:e70376
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X (formerly known as Twitter) provides real-time insights into the thoughts, feelings, and conversations of millions of users. Natural language processing (NLP) tools are instrumental in analyzing social media content, offering deeper insights into public perception. NLP methods enable the analysis of public sentiment toward specific topics, the detection of emerging trends, and the identification of demographic groups participating in these discussions.
JMIR Form Res 2025;9:e60859
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Preventing Urgent Pediatric Readmissions: The Need for and Promise of Real-Time Monitoring
Proof-of-concept studies are necessary to determine how the implementation of RPM can reduce pediatric readmissions in the real clinical setting. Initial studies should focus on the assessment of technical feasibility within existing health care systems along with thoughtful mapping of how RPM would integrate into the clinical workflow of the care of the chronic pediatric patient.
JMIR Pediatr Parent 2025;8:e60802
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Reference 8: (https://www.kuleuven.be/samenwerking/real/real-book) Reference 37: Real-time incentivizing survey completion with game-based rewards in experience sampling
JMIR Form Res 2025;9:e71377
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Cognitive overload among digital crisis supporters has also been shown to reduce with support from NLP-based tools, including helping to resolve writer’s block and providing real-time information based on conversation content [23,24]. Furthermore, NLP can support the efficiency of crisis support, with Althoff et al [25] determining via NLP techniques that more successful online crisis support involved greater time devoted to exploring solutions, as opposed to defining problems.
JMIR Form Res 2025;9:e63257
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The fragmented nature of the public health system, comprised of the IHS, CDC, Tribal Epidemiology Centers, tribal health entities, and local and state public health departments, ultimately works against improving American Indian and Alaska Native public health outcomes because they do not share real-time, HIPAA-compliant data for the purposes of contact tracing, disease surveillance, occupational hazards, and environmental exposures [6].
J Med Internet Res 2025;27:e77249
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