[1H3-J-13] AI application: medicine and healthcare

[1H3-J-13-01] Realization of behavior prediction method using behavior log in the hospital and attribute information

〇Masanori Nakagawa¹, Aoi Saito², Kazuya Murakami³, Ryu Taniguchi¹, Hiroyoshi Kuroda¹, Masahiko Ito¹, Tomomi Yajima⁴, Fumitake Hata⁴, Takafumi Nakanishi⁵ (1. Ricoh Co.,Ltd., 2. Ricoh IT Solutions Co.,Ltd., 3. Softcomm Co.,Ltd., 4. Sapporo Dohto Hospital Medical Corporation., 5. Musashino University)

Keywords:Medical, Deep Learning, Machine Learning

In this paper, we represent a realization method of behavior prediction by using behavior log in the hospital and attribute data of each nurse. In recent years, the busyness and complexity of medical staff’s work has become a social problem. It is important to realize the operational efficiency of medical staff by applying information technology. We are collecting behavior data by attaching RFID tags to medical staff and hospital patients in an actual medical field under the cooperation of Sapporo Dohto Hospital Medical Corporation. Our method realizes a behavior prediction based on behavior order by using these actual behavior data by applying Long-Short Term Memory (LSTM). We realize improving work efficiency such as optimal placement of medical staff by applying our behavior prediction method.