公开(公告)号：US20190355479A1

公开(公告)日：2019-11-21

申请号：US16475794

申请日：2018-01-03

Applicant: KONINKLIJKE PHILIPS N.V.

Inventor： Eric Thomas CARLSON ,  Erina GHOSH ,  Mohammad Shahed SOROWER ,  David Paul NOREN ,  Bo LIU

IPC: G16H50/70 ,  G16H50/20 ,  G16H10/60 ,  G06K9/62

Abstract: A method (100) for training a scoring system (600) comprising the steps of: (i) providing (110) a scoring system comprising a scoring module (606); (ii) receiving (120) a training dataset comprising a plurality of patient data and treatment outcomes; (iii) analyzing (130), using a clinical decision support algorithm, the training dataset to generate a plurality of clinical decision support recommendations; (iv) clustering (140), using the scoring module, the plurality of clinical decision support recommendations into a plurality of clusters; and (v) identifying (160), using the scoring module, one or more features of at least one of the plurality of clusters, and generating, based on the identified one or more features, one or more inclusion criteria for the at least one of the plurality of clusters.