Ryuji Hamamoto (Ph.D.)
Title
Team Leader

Members

  • Team Leader
    Ryuji Hamamoto
  • Research Scientist
    Masaaki Komatsu
  • Research Scientist
    Ken Asada
  • Postdoctoral Researcher
    Suvarna Kruthi
  • Technical Staff I
    Hiroko Kondo
  • Technical Staff I
    Shigemi Yamada

Introduction

Laboratory's photo

We are conducting multimodal analysis of the omics data such as genome data, epigenome data, medical imaging data [CT, MRI, PET, endoscopy, pathology], proteome data, micro RNA data, cell line data, PDX [Patient-Derived Xenografts] data and clinical information in various types of cancers by machine learning and deep learning to clarify the nature of cancer. On the basis of our findings, we plan to develop novel diagnostic and therapeutic methods for cancer, and will also use them to develop novel anti-cancer drugs.

Main Research Field
Molecular Biology & Genetics
Research Field
Biology & Biochemistry / Immunology / Clinical Medicine / Computer Science
Research Subjects
Analysis of histone modification status in cancer tissues by machine learning and deep learning
Analysis of medical imaging data by machine learning and deep learning
Multi-omics analysis of cancer by machine learning and deep learning
RIKEN Website URL