主催: 一般社団法人 人工知能学会
会議名: 2018年度人工知能学会全国大会(第32回)
回次: 32
開催地: 鹿児島県鹿児島市 城山ホテル鹿児島
開催日: 2018/06/05 - 2018/06/08
This paper proposes the following two-fold clinical care generation method. First, the system proposes how clinical cases with the same DPC code are characterized by mixture model clustering, and construct classification model by the analysis of discharge summaries. Then, cases are classified by using the classification model and a clinical pathway is generated for each new class. The proposed method was evaluated on the dataets extracted hospital information system, whose results show that plausible clinical pathways were obtained.