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Participants had constant access in the app to a face scan that could provide them with a biological age score, heart rate, blood pressure, and stress index. The Deep Affex Anura face scan technology uses transdermal optimal imaging via photoplethysmography to detect facial blood flow patterns. With a conventional video camera and a cloud-based Affective AI engine, it is possible to predict various health metrics from a scan.
JMIR Form Res 2025;9:e63471
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The authorship was previously published as:
Paul Farrand1,2*, Ph D; Patrick J Raue3*, Ph D; Earlise Ward4*, Ph D; Dean Repper5*, MSc; Patricia Areán3*, Ph D
The following author, equal contribution tag, ORCID, and associated affiliation have been added in the fifth position of the authorship:
Jonathon Baker6*, MA (ORCID 0009 0000 9923 5042)
Iona Mind Inc, Romford, United Kingdom
The Authors' Contributions was revised from:
PF, PA, and PJR conceptualized and designed the project with EW and DR providing theoretical
JMIR Mhealth Uhealth 2025;13:e76573
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The existing literature lacks a systematic pipeline for producing high-quality, label-efficient imputations, along with calibrated causal modeling methods that can generate reliable RWE to complement RCT data.
To advance the use of RWE as a complement to RCTs, we present a tutorial on a pipeline designed to produce reproducible and generalizable RWE on disease outcomes, specifically for evaluating therapies in chronic diseases, using multiple sclerosis (MS) as a demonstration case.
J Med Internet Res 2025;27:e71873
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Thus, the purpose of this study is to estimate the prevalence of MCC for adult participants in the National Institutes of Health’s All of Us (Ao U) Research Program dataset—a curated disease and population-agnostic, longitudinal biomedical dataset of diverse individuals living in the United States—to gain a deeper understanding of MCC throughout adulthood (ie, early adulthood, middle adulthood, late middle adulthood, late adulthood, and advanced old age).
JMIR Form Res 2025;9:e69138
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This is the peer-review report for the preprint “The Order in Speech Disorder: A Scoping Review of State of the Art Machine Learning Methods for Clinical Speech Classification.”
This review is the result of a virtual collaborative live review discussion organized and hosted by PREreview and JMIR Publications on April 10, 2025.
JMIRx Med 2025;6:e76836
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In the publicly sourced cohort, the temporal lobe (T) and frontal lobe (F) accounted for the most significant proportions of EZ-semiology cases, followed by the parietal lobe (P) and occipital lobe (O), with the insular cortex (INS) and cingulate cortex (CING) comprising the most diminutive proportions. The privately sourced cohort exhibited a similar distribution, with a minor variation where the frontal lobe slightly surpassed the temporal lobe in the number of semiology-EZ cases.
J Med Internet Res 2025;27:e69173
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Parental vaccine hesitancy, “a state of indecisiveness regarding a vaccination decision, independently of behaviour” [18], is associated with significantly lower coverage for HPV vaccination among adolescents [19]. One study, using a national US sample, found that parental hesitancy about HPV vaccination among parents of adolescents 11-17 years of age is prevalent (23%) and has a stronger influence on vaccine uptake than practical barriers such as cost or access [20].
J Med Internet Res 2025;27:e54657
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(computer, smartphone, internet, and text message) outside of the traditional F2 F therapy setting; and (4) the article was written in English as a peer-reviewed journal article.
JMIR Ment Health 2025;12:e67670
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While mental illness stigma is a universal health problem, the stigma connected to a Black person diagnosed with mental health disorders in the Western world could be a threefold or triple-edged sword, as they have racism to deal with besides stigma and discrimination associated with mental illnesses.
JMIR Res Protoc 2025;14:e66851
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Based on this rating of the complexity of pain symptoms, the majority (64.7%) were assessed as WPN 3 chronic pain syndrome and 35.3% as WPN 4 (maximal score), consistently showing a clear indication of psychosocial factors underlying chronic pain and disability. Most participants lived with a partner, were employed, and used pain medication.
JMIR Rehabil Assist Technol 2025;12:e65890
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