e.g. mhealth
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To improve the performance of LLMs in information extraction tasks, researchers have explored techniques such as demonstration retrieval within the ICL paradigm [25]. In this approach, relevant examples are dynamically selected from a pool of annotated data based on their similarity to the input text, addressing the issue of sample representativeness [26].
J Med Internet Res 2025;27:e67033
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Visual “Scrollytelling”: Mapping Aquatic Selfie-Related Incidents in Australia
Medical responses and retrieval of persons, often in challenging terrain, burdens emergency medicine practitioners. To help prevent this issue, this study aimed to visualize selfie-related incidents globally by initially creating a scrollable visual story overlayed on a satellite map of the incidents in Australia. This type of visual storytelling technique using a world map helps illustrate the spatial context of this public health issue.
Interact J Med Res 2024;13:e53067
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The retrieval of health information on the web and social media can potentially empower patients and enhance their collaboration with HCPs if the information is actively discussed [12,14]. However, it can also lead to potential conflicts if HCPs disapprove of accessing health information on the web and social media or perceive the information as a threat to their professional authority [12-14].
J Med Internet Res 2023;25:e41156
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