e.g. mhealth
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Skip search results from other journals and go to results- 4 JMIR Public Health and Surveillance
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However, lingering symptoms such as cough, fatigue, and underlying health conditions persist.
Part 1: General information, which includes household member general information, information related to household head, characteristics of occupations, household security information, household environmental management information, health information, and communication information.
JMIR Nursing 2025;8:e65310
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For this study, we used the Heckerling rule for cough [14] and the Centor score for sore throat [15-17] to develop CDS tools for use by nurses in an outpatient setting. We developed each of these tools for use in two different electronic health records (EHRs), Epic and Allscripts Touch Works, due to site differences. Each tool included an in-person nurse visit section and a triage section that could be applied either over the phone or in-person.
JMIR Form Res 2025;9:e55316
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These AI-driven cough classifiers can discern subtle variations in cough frequency, duration, intensity, and spectral characteristics, enabling early and accurate disease detection [12-17].
JMIR Res Protoc 2024;13:e54388
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This implies that the previous AI models designed to detect COVID-19 using cough sounds may not work as effectively or may not be as reliable both currently and in the future.
In this study, we first used cough sounds as a diagnostic tool for COVID-19 stems from distinctive acoustic features that can differentiate between positive and negative cases.
J Med Internet Res 2024;26:e51640
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Cough severity was evaluated using a visual analog scale (VAS), with a range of 0-100 mm, where 0 indicates no cough and 100 indicates the worst cough imaginable [13]. Severe cough was defined as VAS>70. Persistent cough was defined as a cough duration >3 weeks and chronic cough was defined as a cough duration >8 weeks.
Categorical variables are presented as frequency (percentage), while continuous variables are expressed as mean (SD) or median (IQR).
JMIR Public Health Surveill 2024;10:e47453
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ILI was defined as fever in addition to sore throat, cough, or both [19]. Influenza diagnosis was classified as self-reported influenza diagnosis (hereafter called self-reported diagnosis). Influenza vaccination rate was defined as the proportion of unique reporters who indicated being vaccinated any time during the influenza season. ILI rates were determined as the number of reports meeting the ILI definition over the total reports during that time.
JMIR Public Health Surveill 2023;9:e40216
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To include general practice, the Institute of Family Medicine participated in this project by modeling the use case cough.
With a quite high prevalence (eg, 9.6% worldwide just for chronic cough) [14], cough is one of the most common reasons for a consultation in general practice [15,16].
J Med Internet Res 2023;25:e46929
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The most common signs and symptoms include fever, cough, shortness of breath, fatigue, muscle aches, headaches, loss of taste or smell, sore throat, congestion, nausea or vomiting, and diarrhea [7]. However, prevalence estimates for each sign or symptom have been inconsistent, with most being derived from studies relying on self-reported surveys that are more subjective than electronic medical records (EMR) [4,8,9].
JMIR Public Health Surveill 2022;8(12):e41529
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After infection, symptoms such as fever, a (dry) cough, nasal congestion, and fatigue can develop. COVID-19 can have many adverse outcomes such as a reduction in the quality of life of children, adolescents [2], and older adults, especially when they have to live in a lockdown [3]. In some cases, the virus causes severe complications such as pneumonia and dyspnea and can result in death.
JMIR Public Health Surveill 2022;8(10):e38450
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The Use of Online Health Forums by Patients With Chronic Cough: Qualitative Study
Chronic cough, defined as a cough which is persistent for more than 8 weeks [6-8], is featured in online health forums. It has an estimated prevalence of 12.7% in Europe and 11.0% in the United States [9]. Yet, the cause of patients’ chronic cough often remains undetermined, limiting the scope for clinicians to provide effective treatments [6-8]. Chronic cough has been shown to have an impact on the quality of life (QOL), which has been described in relation to the biopsychosocial model of health [10,11].
J Med Internet Res 2018;20(1):e19
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