公开(公告)号：US11587228B2

公开(公告)日：2023-02-21

申请号：US16989968

申请日：2020-08-11

Applicant: Nano-X AI Ltd.

Inventor： Amir Bar ,  Raouf Muhamedrahimov ,  Rachel Wities

IPC: G06K9/00 ,  G06T7/00 ,  G06F40/20 ,  G16H30/40 ,  G06N20/00 ,  G16H15/00

Abstract: There is provided a method, comprising: providing a training dataset including, medical images and corresponding text based reports, and concurrently training a natural language processing (NLP) machine learning (ML) model for generating a NLP category for a target text based report and a visual ML model for generating a visual finding for a target image, by: training the NLP ML model using the text based reports of the training dataset and a ground truth comprising the visual finding generated by the visual ML model in response to an input of the images corresponding to the text based reports of the training dataset, and training the visual ML model using the images of the training dataset and a ground truth comprising the NLP category generated by the NLP ML model in response to an input of the text based reports corresponding to the images of the training dataset.