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Exploring the Potential of Electroencephalography Signal–Based Image Generation Using Diffusion Models: Integrative Framework Combining Mixed Methods and Multimodal Analysis

Exploring the Potential of Electroencephalography Signal–Based Image Generation Using Diffusion Models: Integrative Framework Combining Mixed Methods and Multimodal Analysis

As the study involved only publicly available data and did not involve the collection of personal data or clinical trials, institutional review board approval was not required per the Chang Gung University's Academic Ethics Series [54]. Table 1 presents the classification accuracy results for the 2-way and 4-way zero-shot tasks across 10 participants.

Chi-Sheng Chen, Shao-Hsuan Chang, Che-Wei Liu, Tung-Ming Pan

JMIR Med Inform 2025;13:e72027

Misrepresentation of Overall and By-Gender Mortality Causes in Film Using Online, Crowd-Sourced Data: Quantitative Analysis

Misrepresentation of Overall and By-Gender Mortality Causes in Film Using Online, Crowd-Sourced Data: Quantitative Analysis

Media portrayal and representation influence thoughts, behaviors, and actions toward certain groups, ideas, and phenomena, that is, the “[m]edia, in short, [is] central to what ultimately come to represent our social realities” [4]. This connection has been studied across many demographic categories and aspects of social reality.

Calla Glavin Beauregard, Christopher M Danforth, Peter Sheridan Dodds

JMIR Form Res 2025;9:e70853

Research Dissemination Strategies in Pediatric Emergency Care Using a Professional Twitter (X) Account: A Mixed Methods Developmental Study of a Logic Model Framework

Research Dissemination Strategies in Pediatric Emergency Care Using a Professional Twitter (X) Account: A Mixed Methods Developmental Study of a Logic Model Framework

Situation Pediatric Emergency Care Applied Research Network (PECARN) contracts Academic Life in Emergency Medicine (ALi EM) for social media management (M) Integration of interdisciplinary and intergenerational members (BD) PECARN Champion (BE) Team lead with expertise and connections (AI) Creation of a dissemination working group (F) Securing funding for dissemination (AO) Recruitment of Twitter-savvy users to the team (A) P3 Project (1) Priorities Preemptive education on responding to negative feedback (O1)

Gwendolyn C Hooley, Julia N Magana, Jason M Woods, Shyam Sivasankar, Lauren VonHoltz, Anita R Schmidt, Todd P Chang, Michelle Lin

JMIR Form Res 2025;9:e59481