Shoichi Ishida
Scholar

Shoichi Ishida

Google Scholar ID: ScrGUTgAAAAJ
Yokohama City University
CheminformaticsBioinformaticsMachine learningComputer vision
Citations & Impact
All-time
Citations
500
 
H-index
10
 
i10-index
10
 
Publications
20
 
Co-authors
23
list available
Resume (English only)
Research Experience
  • Project Assistant Professor at Graduate School of Medical Life Science, Yokohama City University
  • Developed ChemTSv2: Flexible and Versatile Molecule Generator Based on Reinforcement Learning with Natural Language Processing
  • Involved in the development of ReTReK: data-driven Retrosynthesis planning application using Retrosynthesis Knowledge
  • DEFMap: Dynamics Extraction From cryo-EM Map
  • kGCN: A graph-based deep learning framework for life science
  • CompRet: a comprehensive recommendation framework for chemical synthesis planning with algorithmic enumeration
  • Reaction template extractor
Background
  • Currently studying cheminformatics, bioinformatics, and machine learning. Writes blog posts related to his researches and life hacks on his website.