Large language models can extract metadata for annotation of human neuroimaging publications. - Matthew D. Turner; Abhishek M. Appaji; Nibras Ar Rakib; Pedram Golnari; Arcot K. Rajasekar; Anitha Rathnam K. V; Satya S. Sahoo; Yue Wang 035; Lei Wang 032; Jessica A. Turner (Frontiers Neuroinformatics, 2025)