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Skip search results from other journals and go to results- 6 JMIR Formative Research
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Multimodal Pain Recognition in Postoperative Patients: Machine Learning Approach
JMIR Form Res 2025;9:e67969
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To enhance the existing literature review seamlessly, we will delve deeper into data sets that provide a nuanced perspective on dementia-related research; for example, 1 data set that stands out is Dem@Care, which serves as a resource with its collection of video and audio recordings captured in both laboratory and home settings using the Microsoft Kinect red-green-blue-D device. This data set goes further by including information on sleep patterns and physiological aspects.
JMIR Res Protoc 2024;13:e55761
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(A) REM and light sleep durations; (B) heart rate and heart rate variability collected by ring; (C) atmospheric pressure (altitude) and step counts collected by smart watch; and (D) location change and commute events detected by the Personicle app on the phone. REM: rapid eye movement.
Smoothed distribution of (A) negative affect (NA) and (B) averaged positive affect (PA) of 7 selected participants. NAs tend to have a narrower distribution compared to PAs.
JMIR Form Res 2023;7:e39425
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We propose D-CCC as an improved model to move CCC into the future. Design conceptualization for the D-CCC model reflects a multidisciplinary collaboration among nursing, computer science, engineering, and human-computer interaction experts composing the D-CCC team. D-CCC constitutes a novel integrated, intelligent, and automated closed-loop technology platform designed for, and with, CHWs.
JMIR Form Res 2022;6(4):e29535
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A Technology-Based Pregnancy Health and Wellness Intervention (Two Happy Hearts): Case Study
The Center for Epidemiologic Studies Depression Scale (CES-D) [40] was used to measure depression symptoms on a 4-point Likert scale, ranging from 0 (Rarely or none of the time: less than 1 day) to 3 (Most or all of the time: 5-7 days). An example question of the CES-D is “In the past week, I was bothered by things that usually do not bother me.” The CES-D included 20 items, with scores ranging from 0 to 60 points.
JMIR Form Res 2021;5(11):e30991
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Pain Assessment Tool With Electrodermal Activity for Postoperative Patients: Method Validation Study
JMIR Mhealth Uhealth 2021;9(5):e25258
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Effects of restaurant and bar search trends on daily cases of COVID-19 in Delaware (A, B) and California (C, D) from April 9 to July 7, 2020.
In this section, we provide the results of the Granger causality tests for the 10 US states and territories with the highest and lowest numbers of daily new cases as of July 7, 2020.
The P values for California are small, indicating that the effect of the search queries is significant; hence, these searches can be used to predict daily new cases.
JMIR Public Health Surveill 2021;7(4):e22880
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