Duan, Yanping Shang, Borui Liang, Wei Du, Gaohui Yang, Min Rhodes, Ryan E
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Journal of medical Internet research
Noncommunicable diseases (NCDs) are associated with the burden of premature deaths and huge medical costs globally. There is an increasing number of studies combining a multiple health behavior change (MHBC) intervention paradigm with eHealth approaches to jointly promote weight-related health behaviors among people with NCD; yet, a comprehensive s...
Abrami, Avner Gunzler, Steven Kilbane, Camilla Ostrand, Rachel Ho, Bryan Cecchi, Guillermo
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Journal of medical Internet research
Facial expressions require the complex coordination of 43 different facial muscles. Parkinson disease (PD) affects facial musculature leading to "hypomimia" or "masked facies." We aimed to determine whether modern computer vision techniques can be applied to detect masked facies and quantify drug states in PD. We trained a convolutional neural netw...
Lounsbury, Olivia Roberts, Lily Goodman, Jonathan R Batey, Philippa Naar, Lenny Flott, Kelsey M Lawrence-Jones, Anna Ghafur, Saira Darzi, Ara Neves, Ana Luisa
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Journal of medical Internet research
Evidence suggests that health care data sharing may strengthen care coordination, improve quality and safety, and reduce costs. However, to achieve efficient and meaningful adoption of health care data-sharing initiatives, it is necessary to engage all stakeholders, from health care professionals to patients. Although previous work has assessed hea...
Elkefi, Safa Yu, Zhongyuan Asan, Onur
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Journal of medical Internet research
Online medical records are being used to organize processes in clinical and outpatient settings and to forge doctor-patient communication techniques that build mutual understanding and trust. We aimed to understand the reasons why patients tend to avoid using online medical records and to compare the perceptions that patients have of online medical...
Post, Lori Ann Lin, Jasmine S Moss, Charles B Murphy, Robert Leo Ison, Michael G Achenbach, Chad J Resnick, Danielle Singh, Lauren Nadya White, Janine Boctor, Michael J
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Journal of medical Internet research
The COVID-19 pandemic has had a profound global impact on governments, health care systems, economies, and populations around the world. Within the East Asia and Pacific region, some countries have mitigated the spread of the novel coronavirus effectively and largely avoided severe negative consequences, while others still struggle with containment...
Batterham, Philip J Calear, Alison L Farrer, Louise Gulliver, Amelia Kurz, Ella
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Journal of medical Internet research
Low-intensity self-guided mental health interventions that are delivered on the web may meet the needs and preferences of adults with mild to moderate symptoms. However, few clinical trials have examined the effectiveness of self-guided transdiagnostic interventions within a naturalistic setting. This randomized controlled trial (RCT) tests the eff...
Xiao, Yonggang Xu, Bin Jiang, Wenhao Wu, Yunjun
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Journal of medical Internet research
Health care professionals are required to maintain accurate health records of patients. Furthermore, these records should be shared across different health care organizations for professionals to have a complete review of medical history and avoid missing important information. Nowadays, health care providers use electronic health records (EHRs) as...
Zeleke, Atinkut Alamirrew Naziyok, Tolga Fritz, Fleur Christianson, Lara Röhrig, Rainer
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Journal of medical Internet research
A population-level survey (PLS) is an essential and standard method used in public health research that supports the quantification of sociodemographic events, public health policy development, and intervention designs. Data collection mechanisms in PLS seem to be a significant determinant in avoiding mistakes. Using electronic devices such as smar...
Fischer, Florian Kleen, Sina
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Journal of medical Internet research
The broad availability of smartphones and the number of health apps in app stores have risen in recent years. Health apps have benefits for individuals (eg, the ability to monitor one's health) as well as for researchers (eg, the ability to collect data in population-based, clinical, and observational studies). Although the number of health apps on...
Helms, Yannick B Hamdiui, Nora Kretzschmar, Mirjam E E Rocha, Luis E C van Steenbergen, Jim E Bengtsson, Linus Thorson, Anna Timen, Aura Stein, Mart L
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Journal of medical Internet research
Web-based respondent-driven sampling is a novel sampling method for the recruitment of participants for generating population estimates, studying social network characteristics, and delivering health interventions. However, the application, barriers and facilitators, and recruitment performance of web-based respondent-driven sampling have not yet b...
