Computer methods in biomechanics and biomedical engineering
Dose-time-concentration prediction method based on GRU-TCN with temporal-channel attention.
Zhaoxing Xu, Jiasong Pan, Peng Liu, Qinqin Wu, Wangping Xiong
Published: 202510.1080/10255842.2025.2584381
Abstract
This study proposes a GRU-TCN model with Temporal-Channel Attention (GT-TCA) for dose-time-concentration prediction under data scarcity and multicollinearity. TimeCVAE augments limited pharmacokinetic data with distribution-consistent sequences. GRU…
Preview only. Read the full abstract at the source