Concepedia

Shoichi Ishida

SI

14

Publications

501

Citations

11

H-Index

1964

Active since

Affiliations

Yokohama City University(Current)

RIKEN Center for Advanced Intelligence Project

Kyoto University

RIKEN Center for Integrative Medical Sciences

RIKEN Center for Biosystems Dynamics Research

Shoichi Ishida is an author at Yokohama City University specializing in engineering, deep learning, and machine learning.

Top concepts

EngineeringDeep LearningMachine LearningMedicineData ScienceComputer ScienceNatural SciencesDesignChemistryDrug Discovery

Publications per year

1964–2025

14

Publications

14

kGCN: a graph-based deep learning framework for chemical structures

Ryosuke Kojima, Shoichi Ishida, Masateru Ohta et al. · Journal of Cheminformatics · 2020 · 98 citations · Full text

Prediction and Interpretable Visualization of Retrosynthetic Reactions Using Graph Convolutional Networks

Shoichi Ishida, Kei Terayama, Ryosuke Kojima et al. · Journal of Chemical Information and Modeling · 2019 · 91 citations

Geometric Learning, Reaction Prediction, Engineering +13

Extraction of protein dynamics information from cryo-EM maps using deep learning

Shigeyuki Matsumoto, Shoichi Ishida, Mitsugu Araki et al. · Nature Machine Intelligence · 2021 · 81 citations · Full text

Cryo-em Maps, Structural Bioinformatics, Protein Folding +12

AI-Driven Synthetic Route Design Incorporated with Retrosynthesis Knowledge

Shoichi Ishida, Kei Terayama, Ryosuke Kojima et al. · Journal of Chemical Information and Modeling · 2022 · 50 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

CompRet: a comprehensive recommendation framework for chemical synthesis planning with algorithmic enumeration

Ryosuke Shibukawa, Shoichi Ishida, Kazuki Yoshizoe et al. · Journal of Cheminformatics · 2020 · 34 citations · Full text

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