METHOD AND DEVICE FOR DETECTING PULMONARY NODULE IN COMPUTED TOMOGRAPHY IMAGE, AND COMPUTER-READABLE STORAGE MEDIUM
Patent №
US 10,909,682
Granted
2021-02-02
Filed 2019
Owner
SHENZHEN IMSIGHT MEDICAL TECHNOLOGY CO. LTD.
Lab
—
AI components
4
ml · vision · planning · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
16243217
Disclosed are a method and a device for detecting pulmonary nodule in Computed Tomography (CT) image, as well as a computer-readable storage medium. The method for detecting pulmonary nodule in CT image includes: obtaining a CT image to be detected, performing a pixel segmentation processing on the CT image through a pre-stored three-dimensional convolutional neural pixel segmentation network, to obtain a probability graph corresponding to the CT image, and obtaining a candidate nodule region by marking a connected domain on the probability graph; and predicting the candidate nodule region by various pre-stored prediction models corresponding to different three-dimensional convolutional neural network classifiers, to obtain various probability prediction values of the candidate nodule region, and comprehensively processing the various probability prediction values to obtain a classification result of the candidate nodule region.
AI classification
Ownership
SHENZHEN IMSIGHT MEDICAL TECHNOLOGY CO. LTD.
assignment · 479390219
Assignors
DOU, QI, LIU, QUANDE, CHEN, HAO
On an employer assignment, the assignors are typically the inventors.