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.
At 16, 24 and 32 weeks, a mixed-effects tumor-kinetic estimate added no held-out survival discrimination beyond the observed one-point change, and carrying the last value forward predicted the next measurement best.
公開PK集約値から2コンパートメントモデルを推定し、識別性と不確実性を踏まえてQ2W・Q3W・Q4Wの曝露を比較する。
AI創薬の実験接続、公開業績、臨床移行を点検し、実験量と開発判断に使える証拠を区別する。