7 citations
2 papers
stat.ML2024
Longitudinal Targeted Minimum Loss-based Estimation with Temporal-Difference Heterogeneous Transformer
Toru Shirakawa, Yi Li, Yulun Wu +5
We propose Deep Longitudinal Targeted Minimum Loss-based Estimation (Deep LTMLE), a novel approach to estimate the counterfactual mean of outcome under dynamic treatment policies i…
physics.bio-ph2020★ 7 cited
Conformation of ultra-long-chain fatty acid in lipid bilayer: Molecular dynamics study
Kazutomo Kawaguchi, Koh M. Nakagawa, Satoshi Nakagawa +3
Ultra-long-chain fatty acids (ULCFAs) are biosynthesized in the restricted tissues such as retina, testis, and skin. The conformation of a single ULCFA, in which the sn-1 unsaturat…