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Skip search results from other journals and go to results- 18 Journal of Medical Internet Research
- 6 JMIR Formative Research
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Era of Generalist Conversational Artificial Intelligence to Support Public Health Communications
For instance, by adhering to CDC’s guidelines for communication and dissemination and using only vetted information sources [24], generalist CAI agents can be designed to deliver messages accurately, empathetic, and action oriented.
J Med Internet Res 2025;27:e69007
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For instance, if we want to improve how a system recognizes emotions, we can also train it to recognize gender [7]. By doing this, the system can learn from both tasks simultaneously, making it more effective in recognizing emotions and enhancing performance. The motivation for using identity and emotion has also a psychological basis. Connolly et al [8] examined whether facial responses are shared between identity and emotion.
JMIR Ment Health 2024;11:e60003
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LVD is often recurrent, and in the later stage, it can lead to vaginal stenosis, causing dyspareunia and even carrying the risk of carcinoma, which severely impacts the physical and psychological well-being of the patients [4-6]. It is evident that Chinese women are often reluctant to seek medical care from formal health care facilities due to economic, cultural and traditional concept, and other factors.
J Med Internet Res 2024;26:e55734
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Inadequate attention to human-centered design and usability testing approaches can hinder the evaluation of health care interventions, contribute to insufficient adoption, perpetuate health disparities, increase costs, and potentially introduce safety risks [11-14].
J Med Internet Res 2024;26:e57628
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Economics and Equity of Large Language Models: Health Care Perspective
For instance, data-driven approaches that can improve preventive care use can minimize aggressive disease-impacting clinical outcomes. Improved clinical outcomes can enable optimal resource allocation impacting operational outcome, reducing the economic burden on the patient, provider, as well as the payer impacting financial outcome. Therefore, the outcomes are represented by bidirectional arrows in Figure 1.
J Med Internet Res 2024;26:e64226
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Despite these advancements, significant gaps remain in understanding how AI can best serve the needs of patients with endometriosis, particularly in facilitating informed decision-making, enhancing health literacy, and addressing the unique informational needs of diverse patient populations. The ethical implications of AI-driven interventions in patient education and support must be carefully considered to ensure equitable access and privacy protection [12,13].
JMIR AI 2024;3:e64593
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Accuracy, Quality, and Misinformation of YouTube Abortion Procedural Videos: Cross-Sectional Study
This is troubling as information found on the internet can significantly alter perceptions and understanding of procedures [3].
You Tube is commonly used as a freely accessible internet-based resource for patients seeking information about medical procedures, including their risks, benefits, and safety profiles. One study found that 7% of participants surveyed used You Tube to aid their search on abortion safety [3].
J Med Internet Res 2024;26:e50099
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The use of m Health apps in the context of pediatric cancer is an emerging field that holds great potential for improving the management and outcomes of this disease [5,9]. m Health can provide valuable support for families dealing with pediatric cancer, including access to emergency contact information, educational resources, and social support networks [10]. Some apps also provide pediatric cancer families with tools to improve psychosocial well-being and health outcomes [11].
JMIR Pediatr Parent 2024;7:e58101
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Personalized learning could be one, as these models can be used to create unique experiences for students by generating custom learning materials based on their individual needs, preferences, and learning styles [20,21]. In addition, LLMs and FMs can be used for content creation, where it can create educational content such as quizzes, assessments, and lesson plans which in turn can help educators save time and improve the quality of their teaching materials [20].
JMIR Med Educ 2024;10:e52346
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Avatar
Users can create an avatar to personalize their chatbot experience. For the prototype, we used Apple’s Memoji to create an avatar that dynamically reflects emotions [28].
Language selection
Users can select their preferred language. The prototype included the following languages: Somali, Nepali, and Spanish.
Audio narration
Users can use the text-to-speech and speech-to-text features to enable audio entry and engagement and listen to the responses.
JMIR Hum Factors 2024;11:e57114
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