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Wearable devices have emerged as essential tools in the detection and management of COVID-19 due to their ability to continuously monitor key physiological metrics such as heart rate, oxygen saturation, and body temperature in real time [1,2]. These devices provide a proactive approach to identifying early signs of COVID-19, enabling timely interventions even before severe symptoms appear.
J Med Internet Res 2025;27:e69506
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Consequently, the focus on COVID-19 pandemic has receded, along with COVID-19 misinformation in the web-based environment [20]. In the Czech Republic, misinformation, including pro-Russian narratives about the conflict in Ukraine and hostile targeting Ukrainian refugees, has spread on “antisystem” websites [21].
JMIR Infodemiology 2025;5:e62913
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The long-simmering mental health crisis in college students was further exacerbated by the COVID-19 pandemic, which saw higher levels of depression and anxiety than ever previously reported [12,13]. Even before the pandemic, the demand for mental health services was rising [14,15].
J Med Internet Res 2025;27:e67627
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Therefore, the objective of this study is 2-fold: (1) to identify lessons learned about the continued implementation of Caren throughout the COVID-19 pandemic from the technology developers’ perspective and (2) to conduct a pre-post COVID-19 comparison of usage behavior and support functionality use of Caren.
This study applied a multimethod design including qualitative and quantitative data collection.
JMIR Form Res 2024;9:e54734
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For instance, Wang et al [48] used MTerms [49] to mine existing UMLS concepts from clinical narratives associated with COVID-19 positivity to build a lexicon of 355 long COVID-19 symptoms. We use their developed lexicon as one of the bases for further development in this study.
We developed the OHNLPTK as part of previous work to enable the rapid development and dissemination of NLP algorithms for empowering clinical research and translation [50].
JMIR Med Inform 2024;12:e49997
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The use of COVID-19 as our reference condition is justified by pandemic gains to the immunosuppressed literature base [11].
JMIR Res Protoc 2024;13:e56271
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Pulmonary therapy approaches for chronic diseases such as chronic obstructive pulmonary disease (COPD) designed to normalize respiratory function have been well-established and are guiding the development of therapies for patients with long COVID or post-COVID condition. Therapy approaches include mobilization exercises, endurance, as well as strength training [10-14].
JMIR Serious Games 2024;12:e52309
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Machine Learning–Based Approach for Identifying Research Gaps: COVID-19 as a Case Study
We selected abstracts containing the keywords “novel coronavirus,” “coronavirus 2019,” “2019-n Cov,” “COVID-19,” “COVID 2019,” “severe acute respiratory syndrome coronavirus 2,” and “SARS-COV-2” to include only COVID-19–related papers.
We cleaned the abstracts and removed nonalphanumeric characters, punctuations, and sectioning keywords “BACKGROUND,” “OBJECTIVE,” “METHOD,” “RESULT,” “CONCLUSION.”
JMIR Form Res 2024;8:e49411
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Digital Gamification Tools to Enhance Vaccine Uptake: Scoping Review
In 2019, prior to the COVID-19 pandemic, the World Health Organization identified vaccine hesitancy (ie, the reluctance or refusal to be vaccinated despite the availability of vaccination services) as 1 of the top 10 threats to worldwide health [4]. Vaccine hesitancy is one of the several reasons some people are un- or undervaccinated [5-9]. Interventions addressing vaccine hesitancy are therefore necessary to promote vaccine acceptance and uptake.
JMIR Serious Games 2024;12:e47257
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Despite the World Health Organization (WHO) declaration marking the end of the COVID-19 pandemic on May 5, 2023 [1], millions of people continue to have postvirus complaints. Moreover, the virus remains endemic in many parts of the world. Confirmed COVID-19 cases have exceeded 430 million globally, with 200 million in Europe alone [2]. The causative agent of COVID-19 is the novel SARS-Co V-2 [3].
JMIR Res Protoc 2024;13:e51820
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