DoC-Informer bridges brain science and clinical needs by integrating anatomical priors (electrode coordinates) with adaptive deep learning. Its resilience to variable EEG configurations offers a practical solution for real-world DoC diagnosis, particularly in settings with sparse or incomplete recordings. The source code of the framework is available at https://github.com/pilonglin/docinformer.
Yang et al. (Thu,) studied this question.