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Identifying Misinformation About Unproven Cancer Treatments on Social Media Using User-Friendly Linguistic Characteristics: Content Analysis

Identifying Misinformation About Unproven Cancer Treatments on Social Media Using User-Friendly Linguistic Characteristics: Content Analysis

Multiple recommendations have been developed to assist individuals in their search for reliable health information [12-14]. However, many of the recommendations are complex, as they require individuals to possess a certain level of scientific knowledge and skills.

Ilona Fridman, Dahlia Boyles, Ria Chheda, Carrie Baldwin-SoRelle, Angela B Smith, Jennifer Elston Lafata

JMIR Infodemiology 2025;5:e62703

Google Trends Assessment of Keywords Related to Smoking and Smoking Cessation During the COVID-19 Pandemic in 4 European Countries: Retrospective Analysis

Google Trends Assessment of Keywords Related to Smoking and Smoking Cessation During the COVID-19 Pandemic in 4 European Countries: Retrospective Analysis

Google Trends data reflect interest for keywords on a scale from 0 to 100 (relative search volume [RSV]) relative to all search inquiries in a given period and location. Google Trends data have been proven a valid tool in medical research and have been applied throughout various fields of medicine, for example, evaluating the effects of interventions or forecasting future trends to prepare health care providers [25,26].

Tobias Jagomast, Jule Finck, Imke Tangemann-Münstedt, Katharina Auth, Daniel Drömann, Klaas F Franzen

Online J Public Health Inform 2024;16:e57718

Electronic Health Record Data Quality and Performance Assessments: Scoping Review

Electronic Health Record Data Quality and Performance Assessments: Scoping Review

A search was performed for all full-text research articles published in English in Pub Med from inception to May 7, 2023. A list of the exact search terms is included in Multimedia Appendix 1. Four investigators (JB, RS, TRB, and YPP) reviewed the selected studies during the title and abstract screening. Further 4 investigators (ML, RS, TOB, and YPP) conducted the full-text review and final extraction of articles.

Yordan P Penev, Timothy R Buchanan, Matthew M Ruppert, Michelle Liu, Ramin Shekouhi, Ziyuan Guan, Jeremy Balch, Tezcan Ozrazgat-Baslanti, Benjamin Shickel, Tyler J Loftus, Azra Bihorac

JMIR Med Inform 2024;12:e58130

User Requirements for an Electronic Patient Recruitment System: Semistructured Interview Analysis After First Implementation in 3 German University Hospitals

User Requirements for an Electronic Patient Recruitment System: Semistructured Interview Analysis After First Implementation in 3 German University Hospitals

The query module triggers the search for new patients and writes all the results in the central Fast Healthcare Interoperability Resources (FHIR) store. The graphical user interface of recru IT (screening list) displays the results as a website. Users are informed about new results via email. API: application programming interface; FHIR: Fast Healthcare Interoperability Resources; OMOP: Observational Medical Outcomes Partnership.

Alexandra Stein, Romina Blasini, Cosima Strantz, Kai Fitzer, Christian Gulden, Torsten Leddig, Wolfgang Hoffmann

JMIR Hum Factors 2024;11:e56872

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

Second, a separate search was performed to identify studies on automated surveillance for postoperative and other hospital-acquired infections (Figure 1). Surveillance studies focusing on surgical populations often only investigate SSIs. As we aimed to study all bacterial infections that may occur after surgery, surveillance studies in a hospital-wide setting were also included. Both searches were performed in Pub Med, Embase (OVID), Web of Science (Core Collection), the Cochrane Library, and Emcare (OVID).

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

The following 2 key domains were identified for inclusion in the search strategy: data analytics and telecare or telehealth (see Table 1). Search terms that were deemed most applicable to each database were applied. Me SH (Medical Subject Headings) terms and free-text entries were considered as appropriate. Boolean operators such as “AND,” “OR,” and truncation codes were used to refine and improve searches.

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

To develop this comprehensive search strategy, we consulted with a librarian experienced in medical research and a cardiovascular expert to ensure a thorough search. The following Medical Subject Headings (Me SH) and keywords incorporating Boolean operators were applied: “cardiovascular disease,” “telemedicine,” “e Health,” “smartphone,” “mobile applications,” “text messaging,” “medication adherence,” and “randomized controlled trials,” among others.

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

J Med Internet Res 2024;26:e58013

Investigating the Use of Serious Games for Cancer Control Among Children and Adolescents: Scoping Review

Investigating the Use of Serious Games for Cancer Control Among Children and Adolescents: Scoping Review

The literature search was developed by a health sciences librarian (PW) and included a combination of controlled vocabulary and keywords relating to serious games and cancer. No date, language, age, or geographical filters were applied to the search. The search was translated by PW for use in Pub Med, CINAHL Plus Full Text (via EBSCOhost), Scopus, Web of Science Core Collection, and American Psychological Association (APA) Psyc INFO (via EBSCOhost) databases.

Sunghak Kim, Paije Wilson, Olufunmilola Abraham

JMIR Serious Games 2024;12:e58724

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

For the study design, we first defined our core concepts to refine the literature search strategy. The scope of the review was semantic interoperability, that is, organizational, legal, and technical interoperability were excluded [7]. Semantic interoperability was apprehended based on the European Interoperability Framework (EIF) that provides a common set of principles and guidance for the design and development of interoperable digital services.

Sari Palojoki, Lasse Lehtonen, Riikka Vuokko

JMIR Med Inform 2024;12:e53535

Strategies to Mitigate Age-Related Bias in Machine Learning: Scoping Review

Strategies to Mitigate Age-Related Bias in Machine Learning: Scoping Review

An information specialist helped develop the search strategy in Scopus, which was then translated into 5 other databases (Web of Science, CINAHL, EMBASE, IEEE Xplore, and the ACM digital library). The search strategy included the terms “machine learning,” “artificial intelligence,” “algorithms,” “neural networks,” “deep learning,” “algorithmic bias,” “biased,” “discrimination,” “ageism,” “age,” and “older people.”

Charlene Chu, Simon Donato-Woodger, Shehroz S Khan, Tianyu Shi, Kathleen Leslie, Samira Abbasgholizadeh-Rahimi, Rune Nyrup, Amanda Grenier

JMIR Aging 2024;7:e53564