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Skip search results from other journals and go to results- 1089 Journal of Medical Internet Research
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Overview of unstructured data processing for a single timestep. CUIs are extracted from clinical notes by c TAKES and assembled into a usable data structure that maps encounter ID to a list of CUIs associated with the timestep. A table of CUI-associated data is created, independent of patient data, containing preferred text, ICD codes, Sap BERT embedding, and cluster information.
J Med Internet Res 2025;27:e75340
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Since cortisol is incorporated into growing hair, hair is emerging as a novel matrix for measuring retrospective cortisol secretion over months [9,11,12]. Each 1 cm hair segment, beginning from the proximal end, approximates a month’s cortisol production.
JMIR Form Res 2025;9:e63811
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Verheij et al [1] visualized the data flow from EHR systems to research datasets into distinct zones (ie, care zone, database zone, and research zone) (Figure 1). Each zone includes the underlying actions (ie, recording in EHR, extracting data, preparing data for research) and actors (ie, physician, database manager, researcher) that contribute to the introduction of potential biases.
J Med Internet Res 2025;27:e64628
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We conducted a formative evaluation to examine the feasibility and usability of Connect Share Care, as defined by growth in membership enrollment, engagement in discussions, and member experiences using the network. The co-design process supporting the development of the web-based peer support network has been described separately by O’Donnell et al [14].
This study was conducted at a large, rural academic medical center in the northeastern United States.
JMIR Form Res 2025;9:e70206
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Exclusion criteria for individuals with MDD included a severe neurodevelopmental disorder or other impairment that impacts the participant’s ability to provide the required information for the study (eg, symptom reports), a substance or medication-induced affective disorder, an affective disorder secondary to a medical condition, and a current Axis I psychotic or bipolar disorder.
JMIR Form Res 2025;9:e66187
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Scoping reviews serve as a method to assess the scope of literature on a particular subject, providing insights into the available research and offering a broad overview of its focus [37]. Additionally, they highlight the types of evidence that guide practice in the field and examine how the research has been conducted [38]. Our protocol was developed using the scoping review methodological framework proposed by Arksey and O’Malley [39] and further refined by Peters et al [40].
JMIR Form Res 2025;9:e63272
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Chatbots are a highly accessible and scalable platform that allows for simulated conversations. Accessible via the web through a hyperlink or downloadable app, chatbots can be used on a smartphone, tablet, or computer. The use of chatbots has also been shown to improve access to services and support health equity by providing personalized health education, being available in multiple languages, and offering continuous access to information [11-15].
JMIR Cancer 2025;11:e65848
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Patient age had a clear impact on the types of treatments received. Among patients aged
Seizure frequency did not influence the number of patients on a ketogenic diet, but the use of VNS tended to correlate positively with seizure frequency as follows: 8% (1/12) of patients with a few seizures per month, 9% (2/22) of those with weekly seizures, 11% (6/54) of those with 1-5 seizures a day, and 19% (5/27) of those with >5 seizures a day.
JMIR Form Res 2025;9:e72489
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Subsequently, radiology reports were generated using Chat GPT with GPT-4 (Open AI), a state-of-the-art AI language model, with the following settings: a temperature of 0.7, a maximum token limit of 1500, a frequency penalty of 0.0, and a presence penalty of 0.6.
J Med Internet Res 2025;27:e73337
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To develop a more comprehensive understanding of these challenges, it is essential to analyze posts that involve multiple, overlapping themes and reflect the complexity of real-world experiences.
We address this research gap by proposing a theme-driven framework that provides a labeled dataset. A comprehensive analysis is performed on this dataset, covering multiple themes of TINs and capturing Reddit post data from thousands of affected individuals.
J Med Internet Res 2025;27:e68886
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