Search International and National Patent Collections

1. (WO2018220089) MACHINE LEARNING ON RAW MEDICAL IMAGING DATA FOR CLINICAL DECISION SUPPORT

Pub. No.:    WO/2018/220089    International Application No.:    PCT/EP2018/064308
Publication Date: Fri Dec 07 00:59:59 CET 2018 International Filing Date: Thu May 31 01:59:59 CEST 2018
IPC: G16H 30/40
G16H 50/20
Applicants: KONINKLIJKE PHILIPS N.V.
Inventors: SWISHER, Christine, Menking
PIEN, Homer
Title: MACHINE LEARNING ON RAW MEDICAL IMAGING DATA FOR CLINICAL DECISION SUPPORT
Abstract:
Various embodiments of the present disclosure are directed to a raw diagnostic machine for a medical diagnosis of raw medical imaging data generated by a medical imaging machine as opposed to a medical diagnosis of a medical image conventionally reconstructed from the raw medical imaging data. In operation, the raw diagnostic engine includes a medical imaging diagnostic controller implementing a dimension reduction pre-processor for selecting or extracting one or more dimension reduced feature vectors from the raw medical imaging data, and further implementing a raw diagnostic artificial intelligence engine for rendering a diagnostic assessment of the raw medical imaging data as represented by the dimension reduced feature vector(s). The medical imaging diagnostic controller may further control a communication of the diagnostic assessment of the raw medical imaging data (e.g., a display, a printing, an emailing, a texting, etc.).