Fig. 2: Data description for Lucile Packard Children’s Hospital (LPCH).
From: Weak supervision as an efficient approach for automated seizure detection in electroencephalography
a the gender distribution, b the age distribution, c the number of EEG recordings per patient, d the durations of EEG recordings in hours, e a histogram of the medicine types, f a hierarchical pie graph describing the different seizure types, g a hierarchical pie graph describing etiology types, h the percentages of EEG signals collected in different locations, and i the distribution of seizure locations. Subfigures a–d are statistics on the entire dataset, while e–i are on the held-out test set that included 52 seizures.
