e.g. mhealth
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To support the analysis of the proficiency of trainees and also potential improvements in the hospital, our VR method supports the recording of trajectories and the visualization thereafter. Trajectories of the user’s head, left hand, and right hand are recorded during the entire duration of use. Furthermore, the time spent by the user in each designated area, as well as the total time consumed, are also recorded.
JMIR Serious Games 2025;13:e69021
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The primary hypothesis was as follows:
H1: Presenting AI uncertainty information of predicted probability in a visualization format will increase AI transparency, leading to enhanced pharmacists’ trust in pill verification technology.
Beyond this primary focus, we also explored how pharmacists’ trust behavior varied across different AI performance patterns categorized by SDT.
JMIR Hum Factors 2025;12:e60273
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A simulated visualization (updated after the focus groups; see section visualizations) was shown to the HCPs for different scenarios for possible situations of patients in a discharge interview. They were asked to answer a modified Measurement Instrument for Determinants of Innovations (MIDI) questionnaire [22], which is a tool for describing the helpfulness and possibilities of medical technological devices.
JMIR Hum Factors 2025;12:e56521
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The Depth Estimation and Visualization of Dermatological Lesions: Development and Usability Study
MR headsets like the Hololens 2 (Microsoft) use the Mixed Reality Tool Kit library onto which the holograms are uploaded for visualization [32]. Interoperative navigation has been performed in different surgeries using different extended reality techniques.
JMIR Dermatol 2024;7:e59839
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Audio and video recordings were then started and participants evaluated the prototype feedback visualization using the thinking aloud method while performing 7 different functional exercises, namely squat, squat-lunge, lunge, single-limb squat, step-up and step-down, and single-limb stance pelvic drop. Each exercise was performed with the associated feedback visualization for up to 5 minutes per exercise.
JMIR Serious Games 2024;12:e51771
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A prototype was designed to illustrate the desired visualization and elements to be included in the dashboard. An IT engineer was responsible for developing the technical aspects of the dashboard, using an Agile methodology with iterations between the health care professional in charge of the project (LG) and the IT engineer (KE).
Figure 2 below depicts the prototype presented to the IT engineer. This prototype was created to guide the programmer in generating the desired visualization.
JMIR Med Inform 2024;12:e57705
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Virtual Reality in Clinical Teaching and Diagnostics for Liver Surgery: Prospective Cohort Study
Studies have shown that students who used a 3 D atlas had better 3 D visualization and anatomical-functional understanding [6,15,16]. In addition, learning with VR atlases increases learning satisfaction as well as efficiency and effectiveness, and VR-assisted learning is considered a useful adjunct to conventional anatomy instruction in dissection courses [17-19] and can reduce the cognitive load and improve learning success [8,20,21].
JMIR XR Spatial Comput 2024;1:e60383
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A holistic visualization allows users to grasp the entire picture without needing to consult multiple sources.
J Med Internet Res 2024;26:e58088
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The Role of Visualization in Estimating Cardiovascular Disease Risk: Scoping Review
Visualization has the potential to provide personalized and person-centered care [1]. The health data generated are often provided as feedback to patients, and visualization plays an important role in facilitating the interpretation and understanding of the data and, therefore, influencing their actions [2]. Visualization is being used to show patient outcomes in an increasing number of studies [3].
JMIR Public Health Surveill 2024;10:e60128
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