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Skip search results from other journals and go to results- 156 Journal of Medical Internet Research
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Health care consumer surveys (pre- and postconsultation): Health care consumers will be asked to complete a survey before their consultation detailing their demographics, reason for visit, and how long they have known the clinician. Post consultation, they will be asked to complete a survey detailing their consultation experience, including whether they felt respected, felt listened to, and had enough time (Multimedia Appendix 1).
JMIR Res Protoc 2025;14:e67910
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Later, EEG-GAN [18] introduced the first EEG-based image generation model using long short-term memory [24] to extract EEG features and guide the GAN’s image generation process.
Several works based on GANs, such as Thought Viz [25], visual-guided GAN with visual-consistent term [26], Brain Media [27], and EEG2 IMAGE [16], have emerged, each focusing on improving the interaction between the EEG encoder and the GAN architecture.
JMIR Med Inform 2025;13:e72027
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All reviewers completed a week-long training on systematic reviews to ensure a consistent understanding of Ro B2. Three reviewers (WZ, DX, and CB) initially conducted independent judgments of 46 RCTs using standardized criteria, recording the time taken for the judgments. All results were resolved through consensus. We randomly selected 3 evaluation results from each category to construct the prompt, which were used as benchmarks to assess the accuracy of the answers generated by the LLMs.
J Med Internet Res 2025;27:e70450
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For example, a 64-year-old daughter noted: “It didn’t take long to learn how to care for Mum. Being a mother and a wife, it was easy enough to pick up those skills, so there were no problems. I could go into nursing now (laughs); I’ve had practical experience” [32]. Similarly, a 75-year-old wife reflected on her experience: “There was no issue for me in knowing how to care for my husband. I kept him clean, the bed clean, and his pyjamas were fresh every day. It was really no problem for me” [32].
JMIR Cancer 2025;11:e71596
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It is not possible to evaluate the clinical impact of these models due to the costs and ethical reasons associated with long-term follow-up and allowing children to develop obesity without intervention. Moreover, widespread obesity stigma and the reluctance to label children as having obesity further impede the clinical integration of existing obesity risk models [10,11].
JMIR Public Health Surveill 2025;11:e69220
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Patients with sepsis experience hospital stays twice as long as those with other conditions, and the incidence of severe sepsis continues to rise by 13% annually [4]. Early detection is critical to reducing mortality; yet, current diagnostic methods lack accuracy and real-time capability [5]. The multifactorial characteristics of sepsis increase the difficulty of early diagnosis, and the specificity of its diagnostic indicators is relatively low, which is prone to cause misdiagnosis [6].
JMIR Med Inform 2025;13:e74940
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