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Impact of Demographic and Clinical Subgroups in Google Trends Data: Infodemiology Case Study on Asthma Hospitalizations

Impact of Demographic and Clinical Subgroups in Google Trends Data: Infodemiology Case Study on Asthma Hospitalizations

In this context, there are different methodological approaches that can be used, including the assessment of the relative volume of searches on specific health topics and keywords (i.e, assessing what internet users seek) [3-7] or the assessment of content available online, including social media posts by internet users [8-10].

Diana Portela, Alberto Freitas, Elísio Costa, Mattia Giovannini, Jean Bousquet, João Almeida Fonseca, Bernardo Sousa-Pinto

J Med Internet Res 2025;27:e51804


Exploring the Intersection of Schizophrenia, Machine Learning, and Genomics: Scoping Review

Exploring the Intersection of Schizophrenia, Machine Learning, and Genomics: Scoping Review

The search methodology was developed by the corresponding author, with searches executed by AH and cross-validated by MB. No restrictions were applied regarding setting or geography. The PRISMA checklist is provided in Multimedia Appendix 2.

Alexandre Hudon, Mélissa Beaudoin, Kingsada Phraxayavong, Stéphane Potvin, Alexandre Dumais

JMIR Bioinform Biotech 2024;5:e62752


Distributed Statistical Analyses: A Scoping Review and Examples of Operational Frameworks Adapted to Health Analytics

Distributed Statistical Analyses: A Scoping Review and Examples of Operational Frameworks Adapted to Health Analytics

Scoping studies use systematic searches of relevant databases, using specific keywords to define the boundaries of the research field. However, identifying these keywords can be challenging, particularly when relevant papers are scattered across different research streams or in independent clusters that do not reference each other.

Félix Camirand Lemyre, Simon Lévesque, Marie-Pier Domingue, Klaus Herrmann, Jean-François Ethier

JMIR Med Inform 2024;12:e53622


Nursing Staff’s Perspectives of Care Robots for Assisted Living Facilities: Systematic Literature Review

Nursing Staff’s Perspectives of Care Robots for Assisted Living Facilities: Systematic Literature Review

Additionally, 2 publications were added via citation searches of the included studies, for a total of 15 publications. Figure 1 presents the full search and screening process. PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) flow diagram. *Records that were excluded by automation tools. Multimedia Appendix 3 [41-55] shows the results of the quality assessment. From the results, 2 (13%) publications were rated excellent, 11 (73%) were rated good, and 2 (13%) were rated fair.

Katie Trainum, Jiaying Liu, Elliott Hauser, Bo Xie

JMIR Aging 2024;7:e58629


Automated Identification of Postoperative Infections to Allow Prediction and Surveillance Based on Electronic Health Record Data: Scoping Review

Automated Identification of Postoperative Infections to Allow Prediction and Surveillance Based on Electronic Health Record Data: Scoping Review

This scoping review combined 2 literature searches to evaluate current methods used by prediction modeling and biomarker validation studies to label patients with postoperative infections and the use of automated surveillance systems to identify patients with postoperative infections based on EHR data. The PRISMA-Sc R (Preferred Reporting Items for Systematic Reviews and Meta-Analyses Extension for Scoping Reviews) checklist was used. The protocol was registered on Open Science Framework [14].

Siri Lise van der Meijden, Anna M van Boekel, Harry van Goor, Rob GHH Nelissen, Jan W Schoones, Ewout W Steyerberg, Bart F Geerts, Mark GJ de Boer, M Sesmu Arbous

JMIR Med Inform 2024;12:e57195


Predictive Data Analytics in Telecare and Telehealth: Systematic Scoping Review

Predictive Data Analytics in Telecare and Telehealth: Systematic Scoping Review

Database searches were conducted in August 2022 and restricted to papers published within 10 years of the initial searches being conducted. Only papers published in the English language were considered. Papers focusing on any and all users were included.

Euan Anderson, Marilyn Lennon, Kimberley Kavanagh, Natalie Weir, David Kernaghan, Marc Roper, Emma Dunlop, Linda Lapp

Online J Public Health Inform 2024;16:e57618


Effectiveness of eHealth Interventions in Improving Medication Adherence Among Patients With Cardiovascular Disease: Systematic Review and Meta-Analysis

Effectiveness of eHealth Interventions in Improving Medication Adherence Among Patients With Cardiovascular Disease: Systematic Review and Meta-Analysis

Furthermore, manual searches in major international conference proceedings, systematic reviews, meta-analyses, and gray literature were carried out by 2 authors to systematically identify potential studies to prevent the omission of relevant studies, particularly those with only abstracts available. The search strategies are detailed in Textbox S1 in Multimedia Appendix 1. Inclusion criteria were based on the PICOS (Participants, Interventions, Comparison, Outcomes, and Study Design) criterion.

Yiqun Miao, Yuan Luo, Yuhan Zhao, Mingxuan Liu, Huiying Wang, Ying Wu

J Med Internet Res 2024;26:e58013


Semantic Interoperability of Electronic Health Records: Systematic Review of Alternative Approaches for Enhancing Patient Information Availability

Semantic Interoperability of Electronic Health Records: Systematic Review of Alternative Approaches for Enhancing Patient Information Availability

Therefore, no further data searches were performed. We documented the search so that it can be reproduced (see Textbox 1). The search resulted in 131 unique articles. One article was removed because it did not include an abstract, and 1 was removed because it was not in English. In total, the authors screened 129 articles.

Sari Palojoki, Lasse Lehtonen, Riikka Vuokko

JMIR Med Inform 2024;12:e53535