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Natural Language Processing for Identification of Hospitalized People Who Use Drugs: Cohort Study
Some researchers have used the hepatitis C virus (HCV) codes as a marker of drug use, although there are a substantial number of people with HCV who do not currently use drugs or have ever used drugs [16,17].
The barrier to identifying PWUD can potentially be addressed with natural language processing (NLP), to leverage artificial intelligence (AI) algorithms for interpretation of the written text in a context-relevant manner [18].
JMIR AI 2025;4:e63147
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Breath-Focused Mindfulness and Compassion Training in Parent-Child Dyads: Pilot Intervention Study
(C) Stimuli for the emotion bias cognitive assessment are shown and presented neutral, happy, sad, or angry faces superimposed on an arrow, whose direction was discriminated by participants. (D) In the attention-to-breath task, participants were instructed to close their eyes, breathe naturally, and respond after every 2 breaths by tapping on the spacebar, while simultaneously EEG was being recorded. EEG: electroencephalography.
JMIR Form Res 2025;9:e69607
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All patients registered within the PIAMS study practice and showing symptoms of influenza-like illness (ILI), ARI, or fever of higher than 37.5 °C were eligible for the study if they consented to participate. We used the European Centre for Disease Prevention and Control case definitions of ILI and ARI for this study. We used the following exclusion criteria: (1) the patient has an opt-out code on their medical record, and (2) the patient declined informed consent.
JMIR Public Health Surveill 2025;11:e72322
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The Guidance of Initiation of Voluntary Recalls Under 21 CFR Part 7, Subpart C mentions referencing 21 CFR 820.100(a)(2), which requires procedures for implementing corrections or preventive actions to include an investigation of the causes for nonconformities related to the product, processes, and quality systems.
JMIR Med Inform 2025;13:e67552
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