We aim to automatize leptospirosis disease diagnosis by image recognition technique.
Please contact me if you want any pre-prints.
Yuji Oyamada, Ryo Ozuru, Toshiyuki Masuzawa, Satoshi Miyahara, Yasuhiko Nikaido, Fumiko Obata, Mitsumasa Saito, Sharon Yvette Angelina M. Villanueva, Jun Fujii, A Machine Learning Approach Towards Standardizing Microscopic Agglutination Test for Diagnosis of Leptospirosis, bioRxiv, Dec. 2020.
Yuji Oyamada, Yasuhiko Nikaido, Satoshi Miyahara, Mitsumasa Saito, Sharon Villanueva, Toshiyuki Masuzawa, Ryo Ozuru, サポートベクターマシンを用いた顕微鏡下凝集試験 (MAT) の自動化, 日本バイオインフォマティクス学会年会, Sep., 2020.
Yuji Oyamada, Sharon Y.A.M. Villanueva, Ryo Ozuru, An Artificial Intelligence Approach Towards a Computer-Aided Microscopic Agglutination Test, International Leptospirosis Conference, Jul., 2019.
尾鶴 亮, 小山田雄仁, 顕微鏡下凝集試験(MAT)の自動化を目指した機械学習モデルの構築, 第56回レプトスピラ・シンポジウム, Apr., 2019.