Ko Abe

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 6

Top Topics

Unsupervised Learning

Association Analysis

Top Venues

Briefings Bioinform.

Publications

Ko Abe, Teppei Shimamura
UNMF: a unified nonnegative matrix factorization for multi-dimensional omics data. Briefings Bioinform. 24 (5) (2023)
Kodai Minoura, Ko Abe, Yuka Maeda, Hiroyoshi Nishikawa, Teppei Shimamura
CYBERTRACK2.0: zero-inflated model-based cell clustering and population tracking method for longitudinal mass cytometry data. Bioinform. 37 (11) (2021)
Ko Abe, Kodai Minoura, Yuka Maeda, Hiroyoshi Nishikawa, Teppei Shimamura
Model-based clustering for flow and mass cytometry data with clinical information. BMC Bioinform. (13) (2020)
Kodai Minoura, Ko Abe, Yuka Maeda, Hiroyoshi Nishikawa, Teppei Shimamura
Model-based cell clustering and population tracking for time-series flow cytometry data. BMC Bioinform. (23) (2019)
Ko Abe, Masaaki Hirayama, Kinji Ohno, Teppei Shimamura
ENIGMA: an enterotype-like unigram mixture model for microbial association analysis. BMC Genom. 20 (S2) (2019)
Ko Abe, Masaaki Hirayama, Kinji Ohno, Teppei Shimamura
A latent allocation model for the analysis of microbial composition and disease. BMC Bioinform. (19) (2018)