Koichi Handa

According to our database, Koichi Handa authored at least 4 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Development of Novel Methods for QSAR Modeling by Machine Learning Repeatedly: A Case Study on Drug Distribution to Each Tissue.

Koichi Handa, Saki Yoshimura, Michiharu Kageyama, Takeshi Iijima

J. Chem. Inf. Model., 2024

Prediction of Inhibitory Activity against the MATE1 Transporter via Combined Fingerprint- and Physics-Based Machine Learning Models.

Koichi Handa, Shunta Sasaki, Satoshi Asano, Michiharu Kageyama, Takeshi Iijima, Andreas Bender

J. Chem. Inf. Model., 2024

2023

On the difficulty of validating molecular generative models realistically: a case study on public and proprietary data.

Koichi Handa, Morgan C. Thomas, Michiharu Kageyama, Takeshi Iijima, Andreas Bender

J. Cheminformatics, December, 2023

2022

Predicting Total Drug Clearance and Volumes of Distribution Using the Machine Learning-Mediated Multimodal Method through the Imputation of Various Nonclinical Data.

Hiroaki Iwata, Tatsuru Matsuo, Hideaki Mamada, Takahisa Motomura, Mayumi Matsushita, Takeshi Fujiwara, Kazuya Maeda, Koichi Handa

J. Chem. Inf. Model., 2022