Automatic Image Recognition for Leptospirosis

We aim to automatize leptospirosis disease diagnosis by image recognition technique.

Publication

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.