[1P-0640] Development of a peak-picking method for mass spectrometric peptide ions based on deep learning

〇Yuki Moriya¹, Tsuyoshi Tabata^2,3, Mio Iwasaki³, Shin Kawano^1,4, Susumu Goto¹, Yasushi Ishihama², Ichigaku Takigawa^5,6, Akiyasu C. Yoshizawa ² (1.Database Center for Life Science, Joint Support-Center for Data Science Research, Research Organization of Information and Systems, 2.Graduate School of Pharmaceutical Sciences, Kyoto University, 3.Center for iPS Cell Research and Application, Kyoto University, 4.The Faculty of Contemporary Society, Toyama University of International Studies, 5.Center for Advanced Intelligence Project, RIKEN, 6.Institute for Chemical Reaction Design and Discovery (WPI-ICReDD), Hokkaido University)

ピーク検出, 深層学習, 質量分析, バイオインフォマティクス