公开(公告)号：US20230132247A1

公开(公告)日：2023-04-27

申请号：US17508993

申请日：2021-10-23

Applicant: Benjamin Steven Hopkins ,  Nikhil Krishna Murthy

Inventor： Benjamin Steven Hopkins ,  Nikhil Krishna Murthy

IPC: A61B5/02 ,  G16H30/40 ,  G16H50/20 ,  G16H10/60 ,  G16H50/30 ,  A61B5/00 ,  G06F40/279

Abstract: In some embodiments, an apparatus includes providing a representation of a set of digital medical images to a first machine learning model to define a feature vector associated with a presence of an intracranial hemorrhage. A representation of the set of digital medical images is provided to a second machine learning model to define a second feature vector associated with a volume of the intracranial hemorrhage. Using a third machine learning model, a set of EMRs associated with risk factors for a predefined indication is analyzed to define a third feature vector. The first, second and third feature vectors are provided as inputs to a fourth machine learning model to determine a metric associated with an applicability of a specific treatment associated with a predefined indication. An alert is sent to relevant healthcare providers and relevant tests, procedures or bloodwork are ordered for the predefined indication.