e.g. mhealth
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The original study procedures also included using the generated data to monitor the participants’ dosing history and analyze their medication intake behavior. As a consequence, informed consent was not sought for this secondary analysis, because it corresponds to the use of the data that was originally presented to participants.
The data in AARDEX Group’s database, the Adherence Knowledge Center, is anonymized.
Participants were compensated for their participation in the original clinical studies.
Interact J Med Res 2025;14:e63987
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In this study, we used medical history data recorded by AI Monshin, an AI-driven automated medical history–taking system widely used in more than 1,400 medical facilities in Japan. AI Monshin is a software that converts data entered by the patient on a tablet device into medical terms and summarizes them as medical history to provide the top 10 differential diagnoses. In the waiting room, patients entered their age, sex, and free-form description of their symptoms on a tablet.
JMIR Form Res 2024;8:e58666
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For most medical problems, history taking is the cornerstone of the diagnostic journey. Despite the increase in diagnostic tools such as advanced imaging and molecular and laboratory assays, a comprehensive history is necessary to guide further steps and may sometimes even be sufficient for diagnosing a disease without further testing [1,2]. Conversely, insufficient history taking can risk patients’ safety [3,4].
JMIR Med Educ 2024;10:e59213
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Since the treatment plan would change depending on the medication history, the prompt and complete evaluation of the medication history is vital. The process of collecting medication history was also described as a labor-intensive process, often requiring manual retrieval of information from outside the hospital [17,18].
JMIR Med Inform 2024;12:e53079
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One key skill in medical communication is history taking, which is required in almost all medical fields to make a correct diagnosis and initiate treatment [13]. This learning objective typically starts with taking a systematic history (ie, assessing the history regarding all relevant body functions and organ systems). To practice history taking, the learner is required to have an interactive encounter [14], and courses frequently rely on simulated or real patients [15].
JMIR Med Educ 2024;10:e53961
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The time-dependent nature of the pandemic introduces history bias into longitudinal and time series analyses, with the pandemic’s many impacts acting as confounders in population-level research studies.
JMIR Public Health Surveill 2023;9:e44950
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; and (3) How does the HIV-related language used in the abstracts reflect the history of the HIV epidemic during the same 25-year period?
The study progressed in four stages as shown in Figure 1: data source development, data processing, terminology corpus creation, and visualization and analysis.
A total of 88,922 abstracts were obtained from the International AIDS Society for IAC conference years 1989 to 2014.
JMIR Public Health Surveill 2018;4(2):e50
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A detailed pictorial history of the asklepian [12] and a survey [13] provided only qualitative support for preference of the asklepian over the caduceus by medical and health organizations.
To the authors’ knowledge, only one other study has examined the display of these symbols. Among the 10 leading medical colleges in India, 1 displayed the asklepian, 6 used the caduceus, and 3 used neither [14].
JMIR Med Educ 2016;2(1):e6
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