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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