公开(公告)号：US20220108803A1

公开(公告)日：2022-04-07

申请号：US17551376

申请日：2021-12-15

申请人： Gaurav Indra ,  Romany F. Mansour ,  B.K. Sarkar ,  Maha M. Althobaiti ,  Sadhana Dubey ,  Amit Kumar Tyagi ,  Vineet Tirth ,  Neeraj Kumar Shukla ,  Munawira Kotyad ,  LATA MENON

发明人： Gaurav Indra ,  Romany F. Mansour ,  B.K. Sarkar ,  Maha M. Althobaiti ,  Sadhana Dubey ,  Amit Kumar Tyagi ,  Vineet Tirth ,  Neeraj Kumar Shukla ,  Munawira Kotyad ,  LATA MENON

IPC分类号： G16H50/20 ,  G06T5/00 ,  G06T7/11 ,  G06T7/00 ,  G06V40/16 ,  G06T7/187 ,  A61B6/00 ,  A61B5/01 ,  A61B5/00 ,  G16H30/20

摘要： The present disclosure generally relates to a method for COVID-19 detection for spread prevention and medical assistance using machine learning comprises pre-processing a CT image set for removing noise using HU values; performing a region-based segmentation using a three-dimensional convolutional neural network model; classifying each segmented region by employing a classification model; and comparing classified segmented region with a dataset for detecting COVID-19 using a machine learning approach thereby generating an alert about the COVID-19 positive person.