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Skip search results from other journals and go to results- 4785 Journal of Medical Internet Research
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Reference 30: Real-time learning through telemedicine enhances professional training in rural emergency
JMIR Form Res 2025;9:e60294
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Among LLM users, half reported personal learning as their goal, and 39% sought information about physical or mental health [3]. Patients burdened with life-changing or rare conditions commonly search for the resources that they need to solve problems. As consumer costs of care keep rising and health care is relentlessly hard to navigate, patients and caregivers are gaining skills and intelligence using LLMs across a breadth of topics.
J Particip Med 2025;17:e75794
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Yet, 77% of the nonusers said that they were likely to use the program in the next 6 months after learning about the program [20]. Other research has found lack of awareness is a modifiable barrier to the use of nutrition programs [21,22]. These findings highlight how a lack of awareness of nutrition incentive programs at farmers markets can impede use.
JMIR Form Res 2025;9:e70104
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Mahajan et al [35] conducted a review of ensemble learning techniques for disease prediction. They found that stacking—an ensemble method that combines multiple classifiers—showed the most accurate performance in 19 out of 23 cases. The voting approach was identified as the second-best ensemble method. However, ensemble methods are computationally intensive and may introduce latency in real-time clinical applications [36].
JMIR Med Inform 2025;13:e66917
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The learning process might also be beneficial to the participants, as some calculation was involved in comparing food labels using different units. In future trials, usual care control may be adopted.
Qualitative feedback highlighted the strength of the training regarding convenience, innovation, and comprehensiveness. In contrast, participants expressed a preference for in-person interactions.
JMIR Aging 2025;8:e67267
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The vision system uses machine learning algorithms to identify objects, enabling the robot to approach and grasp them in a semiautomated manner, thereby saving time in completing the task. A graphical user interface displayed on a tablet near the user presents live and processed images from the camera.
JMIR Rehabil Assist Technol 2025;12:e65759
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Quality and Misinformation About Health Conditions in Online Peer Support Groups: Scoping Review
Exchanging health-related information and advice in online peer support groups has been found to empower people living with or caring for others with health conditions in learning new methods for managing their conditions, in feeling that their experiences are validated, in reducing a sense of loneliness, and in improving their navigation of health care services [7-9,12-14].
J Med Internet Res 2025;27:e71140
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The project team envisioned QI as both a subject matter area and a methodology to support participants’ learning across all 4 subject matter areas. Year 1 of the project is focused on learning about the critical components of practical QI projects through didactic presentations, case studies, and interactive discussion exercises. During year 2, participants can receive coaching support for a QI project that addresses COVID-19 disparities in their facilities.
JMIR Res Protoc 2025;14:e60901
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Patient Triage and Guidance in Emergency Departments Using Large Language Models: Multimetric Study
This process requires deep learning to characterize the inner relationships between words in sentences, and when more text-based training data are provided, the model becomes more accurate and advanced [11]. In recent years, research on LLM applications has expanded significantly, ranging from basic sentence prediction to aiding human decision-making. The potential of LLMs is being increasingly realized with the continuing advancement of artificial intelligence (AI).
J Med Internet Res 2025;27:e71613
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The immersive nature of VR also promotes learning and behavior change by increasing attention [17] and by creating meaningful emotions and experiences [18]. In VR, skills are not only learned auditorily and visually but also through tactile interaction. These multiple modes of skill acquisition increase memory retention. Finally, VR is an engaging medium for teens [16].
JMIR Res Protoc 2025;14:e71961
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