I use Google Analytics to understand site visits. Allow optional analytics cookies? Privacy
I am a mathematical biologist and a bioinformatics researcher in the pharmaceutical industry. I received my Ph.D. in Life Science from Hokkaido University in March 2025.
I study biological dynamics using mathematical models and data analysis, with an interest in pharmacometrics and systems biology.
ORCIDGoogle ScholarLinkedInGitHub
An aggregate PK surrogate is fitted and checked against unused repeated-dose summaries. Conditional virtual patients compare equal-average-dose schedules without claiming heart-rate benefit or preserved efficacy.
A Japanese technical note that rebuilds 'doses from measured in vitro ADME' for the 325 OpenADMET-ExpansionRx compounds with transparent PK equations, showing that dose ranks are driven mainly by HLM CLint, that a constant-dose baseline already reaches a 2.4-2.8-fold error, and that the benchmark excludes potency and clinical doses.
A semi-synthetic experiment on public measurements from two healthy bone-marrow donors contrasts crossed and confounded artificial batches. Fixed CytoVI runs separate coarse cell-label readability from within-type reference contrasts; this is not a disease-preservation validation.