Predicting Vestibular Schwannoma Growth from Longitudinal MRI Using Time-Conditioned Neural Fields

A deep learning model that incorporates neural fields and recurrent neural networks can accurately predict future tumor shapes of vestibular schwannomas from longitudinal MRI data, especially for fast-growing tumors.