Method and system for automated inclusion or exclusion criteria detection

US11605467B2 · kind B2 · utility

Assignee

• KONINIKLIJKE PHILIPS N.V. · NL

Inventors

• Eric Thomas Carlson · New York, US
• Erina Ghosh · Boston, US
• Mohammad Shahed Sorower · Great Falls, US
• David Paul Noren · Hindås, SE
• Bo Liu · Sichuan, CN

Key dates

• Filing date: Jan 3, 2018
• Grant date: Mar 14, 2023
• Expiry date: Jul 17, 2038

Classification

• Technology area (CPC G): Physics
• CPC primary: G16H50/70
• WIPO field: Medical technology
• WIPO sector: Instruments

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.