When the Brain Refuses to Tick: Continuous-Time AI for Seizure Forecasting
The brain is not a metronome A hospital monitor has a clock. A machine-learning pipeline has windows. A spreadsheet has rows. The brain, inconveniently, has none of these manners. Electroencephalography, or EEG, records electrical activity as a continuous stream across multiple scalp channels. Clinical AI systems then often chop that stream into fixed segments, transform each segment into features, and ask a classifier a familiar question: seizure or not seizure, abnormal or normal, risk or no risk. ...