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Skip search results from other journals and go to results- 584 Journal of Medical Internet Research
- 182 JMIR Public Health and Surveillance
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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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Table 3 presents the key characteristics of machine learning techniques in research studies, including tree-based models (decision tree, random forest, and gradient boosting), linear models, deep learning neural networks, multilayer perceptrons, long short-term memory networks, and convolutional neural networks). K-nearest neighbors, support vector machines, and others.
Machine learning techniques research work for wearable sensors.
Handles high-dimensional data.
Robust to noisy data.
J Med Internet Res 2025;27:e69077
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Ionescu et al [41] stressed the need for “institutional anchoring,” or the process of embedding a concept, initiative, and practice within a stable and recognized institution to ensure its long-term sustainability, legitimacy, and effectiveness. Furthermore, they suggested that the development of local expertise is needed to ensure health authorities (ie, the end users) have ownership over the development of digital systems and the local capacity to manage them.
J Med Internet Res 2025;27:e66288
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Longer-acting agents, such as long-acting injectable cabotegravir (CAB-LA), present a promising opportunity to enhance Pr EP effectiveness by eliminating barriers associated with daily pill use. Although landmark studies have focused on men and transgender women who have sex with men [11] and on women in high HIV incidence settings [12], CAB-LA is expected to offer similar HIV prevention effectiveness among heterosexual men.
JMIR Res Protoc 2025;14:e72981
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, timeline (“If you contracted mpox, how long do you think your illness will continue?”), personal control (“If you contracted mpox, how much control do you feel you have over your illness?”), treatment control (“If you contracted mpox, how much do you think existing treatment can help your illness?”), identity (“If you contracted mpox, how much do you experience symptoms from the illness?”) and concern (“If you contracted mpox, how concerned are you about your illness?”)
JMIR Public Health Surveill 2025;11:e70635
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In reality, I may not catch the ball when playing badminton, but in exergames, as long as my hand moves, I usually hit the ball, which is very good for sports.
In real life, I don’t know how to play badminton. But in exergames, I can play badminton, because I can control the ball well as long as I wave my hand at will.
In general, it’s good, especially for me. Just when I was playing exergames, I wanted to go to the ground to pick up the ball, because I thought I was playing real badminton.
JMIR Serious Games 2025;13:e53631
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