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The study aimed to develop a prediction model in a naturalistic setting. Information regarding interventions was included only as a sensitivity analysis to demonstrate its potential impact on the prediction model. The potential imbalance of the dataset for all models was tested by oversampling with the Synthetic Minority Oversampling Technique [48].
JMIR Aging 2025;8:e67958
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This study was a part of the Feeling Good North Savo program [21]. The aim of the study was to explore the associations between the characteristics of participants and their likelihood of using a mobile app promoting well-being. Our assumption, based on the limited existing evidence, was that women, older people, and employed people—indicating a higher socioeconomic status—would be more interested in trying and using the app.
JMIR Mhealth Uhealth 2025;13:e68982
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Stimulant use disorder continues to rise as a devastating public health issue in the United States, accounting for more than 57,000 deaths in 2022—a near 5-fold increase since 2015 [1] Among people living with HIV, stimulant use is particularly prevalent (>5% to 15% in the general population of people with and 30% in safety-net patient populations living with HIV) and represents a key challenge for maintaining overall health [2-4].
JMIR Res Protoc 2025;14:e67292
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Optimizing the Postcataract Patient Journey Using AI-Driven Teleconsultation: Prospective Case Study
One week after the first eye surgery, patients received both a Dora-NL1 call and a regular postoperative telephone consultation with a clinician. During the telephone consultations, a standardized set of questions was used to evaluate the patient’s symptoms and identify any necessary management changes.
JMIR Form Res 2025;9:e72574
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To underline this need and to provide a current understanding and application of patient similarity in the context of cancer, a scoping review was conducted. This review aims to offer a comprehensive understanding of the current applications and methodologies of patient similarity in cancer research, with the hypothesis that a multilayered perspective is essential for enhancing precision oncology and improving patient outcomes.
J Med Internet Res 2025;27:e71906
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When the targeted threshold was not met, the annotation team performed a consensus annotation over each document in a given annotation round, discussed their differences, and updated or clarified the annotation guidelines. Once trained, each annotator independently labeled a subset of a corpus totaling 4200 documents (1050 per source). To assess reliability, 100 additional documents (25 per source) were randomly assigned to all 3 annotators, and an independent IAA was conducted.
J Med Internet Res 2025;27:e71113
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These techniques rely on correct depth perception, as they involve inserting a suturing needle into a specific layer of the skin [35], making them ideal for evaluating users’ ability to perceive depth in a simulated environment.
A suture training kit [36] was used as the base for performing the sutures. All participants were asked to complete 3 SIS, 3 VMS, and close a 5 cm long wound on the suturing kit using a CSS for each intervention.
JMIR XR Spatial Comput 2025;2:e73574
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Measurements were performed in the morning after a 12-hour fast using indirect calorimetry with the ventilated hood technique with a metabolic cart (Parvomedics, Murray, UT) [13].
After a 12-hour (day 0) and 16-hour (day 4) overnight fast, 1 intravenous catheter was placed in each arm for blood draws upon arrival in the morning. A liquid meal (Boost Plus) was provided to meet 33% of the estimated daily calorie requirements.
JMIR Res Protoc 2025;14:e74999
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VA provides health care at 170 VA Medical Centers and 1380 outpatient sites of care [10] that share a common underlying electronic health record with information rolled up into a national data warehouse. The data warehouse enables linkage of study data collected by RPM or mobile app data with a vast amount of VA clinical, health care usage, and cost data.
JMIR Form Res 2025;9:e68676
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In this paper, we outline a novel system for authenticating participants recruited remotely via a third-party recruitment company for a longitudinal cohort study examining trajectories of opioid-involved PSU and other health outcomes.
JMIR Res Protoc 2025;14:e69956
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