Social media has revolutionized how we design, deliver, and disseminate surgical research for the better. The rise of collaborative research groups has been a major contributor to and beneficiary of social media, leading to increased involvement from clinicians, medical students, healthcare professionals, patients, and industry. Everyone benefits from collaborative research by widening access and participation and delivering more impactful research with increasing validity of results applicable to global populations. Now more than ever, the international surgical community is engaged in the process of surgical research, including the role of interdisciplinary collaboration. Patient groups are also central to the process of collaboration. By delivering increasingly relevant research, and by asking pertinent research questions that patients value, higher-impact research is more likely to directly lead to clinical change. From an academic perspective, hierarchies have flattened, facilitating the inclusion of anyone who is interested in contributing to surgical research to be able to do so. Social media has led to a paradigm shift in how surgical research may be conducted. Diversity of thought in research is improving, and engagement in surgical research is at an all-time high. Collaboration of all stakeholders is key to #SoMe4Surgery success and is the new 'gold standard' of surgical research.
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http://dx.doi.org/10.1016/j.surg.2023.04.053 | DOI Listing |
Acta Med Philipp
December 2024
Institute of Human Genetics, National Institutes of Health, University of the Philippines Manila.
Background: As social media continue to grow as popular and convenient tools for acquiring and disseminating health information, the need to investigate its utilization by laypersons encountering common medical issues becomes increasingly essential.
Objectives: This study aimed to analyze the content posted in Facebook groups for Glucose-6-Phosphate Dehydrogenase (G6PD) deficiency and how these engage the members of the group.
Methods: This study employed an inductive content analysis of user-posted content in both public and private Facebook groups catering specifically to G6PD deficiency.
Prev Med Rep
January 2025
One Health Research Group, Faculty of Medicine, Universidad de las Américas, Quito, Ecuador.
Background: Electronic cigarettes, introduced as a safer tobacco alternative, have unintentionally exposed millions of youths to nicotine and harmful chemicals. Adolescence, a key period for forming lifelong habits, has seen rising e-cigarette use, particularly in developing regions like Latin America, warranting thorough investigation.
Objective: To describe the prevalence and factors associated with e-cigarette use among adolescents in Latin America.
Healthc Technol Lett
January 2025
This study aimed to develop an advanced ensemble approach for automated classification of mental health disorders in social media posts. The research question was: can an ensemble of fine-tuned transformer models (XLNet, RoBERTa, and ELECTRA) with Bayesian hyperparameter optimization improve the accuracy of mental health disorder classification in social media text. Three transformer models (XLNet, RoBERTa, and ELECTRA) were fine-tuned on a dataset of social media posts labelled with 15 distinct mental health disorders.
View Article and Find Full Text PDFFront Child Adolesc Psychiatry
April 2024
New York State Psychiatric Institute and Department of Psychiatry, Columbia University Vagelos College of Physicians & Surgeons, New York, NY, United States.
Background: Depression is a major public health concern for adolescents, who exhibit low rates of connection to care despite significant needs. Although barriers to help-seeking such as stigma are well documented, interventions to address stigma and to increase help-seeking behavior are insufficient. Dissemination of short videos in social media offer a promising approach, but designing effective stimuli requires better insight into adolescents' perspectives of their own experiences, barriers, and possible interventions.
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