首页> 外国专利> METHOD AND SYSTEMS FOR PREDICTING MEDICAL CONDITIONS AND FORECASTING RATE OF INFECTION OF MEDICAL CONDITIONS VIA ARTIFICIAL INTELLIDENCE MODELS USING GRAPH STREAM PROCESSORS

METHOD AND SYSTEMS FOR PREDICTING MEDICAL CONDITIONS AND FORECASTING RATE OF INFECTION OF MEDICAL CONDITIONS VIA ARTIFICIAL INTELLIDENCE MODELS USING GRAPH STREAM PROCESSORS

机译:使用图形流处理器预测医疗条件的方法和系统,通过人工知识分程模型预测医疗状况感染预测率

摘要

Systems and methods are disclosed for predicting one or more medical conditions utilizing digital images and employing artificial intelligent algorithms. The system offers accurate predictions utilizing quantized pre-trained deep learning model. The pre-trained deep learning model is trained on data samples and later refined as the system processes more digital images or new medical conditions are incorporated. One pre-trained deep learning model is used to predict the probability of one or more medical conditions and identify locations in the digital image effected by the one or more medical conditions. Further, one pre-trained deep learning model utilizing additional data and plurality of digital images, forecasts rate of infection and spread of the medical condition over time.
机译:公开了用于预测利用数字图像和采用人工智能算法的一个或多个医疗条件的系统和方法。 该系统提供了利用量化预训练的深度学习模型的准确预测。 预训练的深度学习模型在数据样本上培训,后来精制,因为系统过程更加数字图像或新的医疗条件。 一个预先训练的深度学习模型用于预测一个或多个医疗条件的概率,并识别由一个或多个医疗条件实现的数字图像中的位置。 此外,利用额外数据和多个数字图像的预先训练的深度学习模型,预测感染率和医疗条件的传播随时间。

著录项

  • 公开/公告号US2021343398A1

    专利类型

  • 公开/公告日2021-11-04

    原文格式PDF

  • 申请/专利权人 BLAIZE INC.;

    申请/专利号US202117238289

  • 申请日2021-04-23

  • 分类号G16H30/40;G16H50/20;G06T5;G06N3/08;G06K9/62;

  • 国家 US

  • 入库时间 2022-08-24 22:04:39

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