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Patients expressed concerns regarding the accessibility of AI in health care, particularly for individuals with unique characteristics, such as those who use sign language, have strong accents, or have atypical sensory processing [12]. Some thought AI could increase health care costs [46], and overdiagnosis was mentioned as a reason [1].
Patients expressed trust in the health system and their physicians [1,12,47].
JMIR AI 2025;4:e72211
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In summary, through explainable AI design, strong human oversight, and educational transparency, Rhazes can be deployed in a way that upholds ethical standards and supports clinicians and patients alike.
Any digital health technology company operating within the United Kingdom collecting or processing any form of personal data must comply with UK General Data Protection Regulation and the Data Protection Act [95].
JMIR Biomed Eng 2025;10:e66691
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This study responds to recommendations for team science [46] by using a consensus design (ie, examined and approved by the ETC Rigor and Reproducibility Committee and the research steering committee [9]); multiple measures for select constructs; strong documentation of materials and methods; a large and diverse sample; collaboration with colleagues from different settings, backgrounds, and cultures; registration of the trial and analytic plan; and a plan to share data and analytic codes through Open Science
JMIR Res Protoc 2025;14:e80010
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These studies have often achieved strong (although not clinically translatable) performances, frequently exceeding 80% in F1-scores or accuracy. For example, Dinkel et al [32] applied a text-based multitask network to the DAIC-WOZ dataset, achieving an F1-score of 0.84 for binary detection.
JMIR AI 2025;4:e75030
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Ohno [32] consistently emphasized his strong belief in the concept of gemba (on-site work). Even after joining Toyota’s top management, he continued to spend most of his time on the shop floor [32]. Consequently, it is fair to say that TPS is fundamentally centered on on-site management [32-35]. According to Ohno, work activities are classified based on their contribution to value into 3 categories: waste, non-value–added work (necessary but non-value–adding activities), and value-added work [32,33].
JMIR Form Res 2025;9:e67152
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Mentalizing Without a Mind: Psychotherapeutic Potential of Generative AI
J Med Internet Res 2025;27:e79156
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