Genomic Prediction for Rice Phenotype

 In order to improve rice varieties based on genetic analysis, it is important to know "which genotype produces what phenotype (trait)". We are developing a prediction technology for phenotype using deep learning.

Rice Gene

Fig. 1 Analysis on Rice Genotype

[1] #Best Poster Award# Tanzila Islam, Chyon Hae Kim, Hiroyoshi Iwata, Hiroyuki Shimono, Akio Kimura, Hein Zaw, Chitra Raghavan, Hei Leung and Rakesh K. Singh:"A Deep Learning Method to Impute Missing Values and Compress Genome-ide Polymorphism Data in Rice," Inter. Conf. on Bioinformatics Models, Methods and Algorithms, (2021).

Energy-Efficient Drug Administration Machine

 We are developing a controller using artificial intelligence so that a portable drug administration machine such as an insulin administration machine can be used for a long time with a single charge.


Fig. 2 Drug Administration Machine