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.

Machine learningVisionPlanningAI hardwareA61B 6/5217A61B 6/032A61B 6/50A61B 6/5205G06F 18/217G06F 18/2413G06F 18/2415G06T 7/0016+16 more

AI classification

Vision1.00
Machine learning1.00
AI hardware1.00
Planning0.60
Knowledge representation0.02
Natural language0.00
Evolutionary computation0.00
Speech0.00

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.

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