2 papers
eess.SP2025
SeizureFormer: A Transformer Model for IEA-Based Seizure Risk Forecasting
Tianning Feng, Juntong Ni, Ezequiel Gleichgerrcht +1
We present SeizureFormer, a Transformer-based model for long-term seizure risk forecasting using interictal epileptiform activity (IEA) surrogate biomarkers and long episode (LE) b…
cs.SI2025
Higher-order Interaction Matters: Dynamic Hypergraph Neural Networks for Epidemic Modeling
Songyuan Liu, Shengbo Gong, Tianning Feng +3
The ongoing need for effective epidemic modeling has driven advancements in capturing the complex dynamics of infectious diseases. Traditional models, such as Susceptible-Infected-…