Improvement in Classification Performance Based on Target Vector Modification for All-Transfer Deep Learning

by Yoshihide Sawada, Yoshikuni Sato, Toru Nakada, Shunta Yamaguchi, Kei Ujimoto, Nobuhiro Hayashi
Published 2019-01-01

Multiple biomarkers of sepsis identified by novel time-lapse proteomics of patient serum.

by Nobuhiro Hayashi, Syunta Yamaguchi, Frans Rodenburg, Sing Ying Wong, Kei Ujimoto, Takahiro Miki, Toshiaki Iba
Published 2019-01-01

Diagnosis of Sepsis by AI-Aided Proteomics Using 2D Electrophoresis Images of Patient Serum Incorporating Transfer Learning for Deep Neural Networks

by Nobuhiro Hayashi, Yoshihide Sawada, Kei Ujimoto, Syunta Yamaguchi, Yoshikuni Sato, Takahiro Miki, Toru Nakada, Toshiaki Iba
Published 2021-02-01