New coronal pneumonia CT detection, identification and positioning system and computing equipment

The invention relates to the field of image processing, and discloses a new coronal pneumonia CT detection, identification and positioning system and computing equipment, and the system comprises an image collection unit, a module building unit, a new coronal pneumonia lesion recognition unit, and a...

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Hauptverfasser: JIN BEIJIAN, MA YUANXING, YE JINDE, LIN MINGQIANG, CHEN JIFANG
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creator JIN BEIJIAN
MA YUANXING
YE JINDE
LIN MINGQIANG
CHEN JIFANG
description The invention relates to the field of image processing, and discloses a new coronal pneumonia CT detection, identification and positioning system and computing equipment, and the system comprises an image collection unit, a module building unit, a new coronal pneumonia lesion recognition unit, and a new coronal pneumonia lesion positioning unit. The image acquisition unit is used for acquiring a CT image of new coronal pneumonia to be identified and detected, a new coronal pneumonia CT image focus segmentation training data set and a new coronal pneumonia CT image identification training set;the module establishing unit is used for establishing a U_Net convolutional neural network model, and adding an InceptionV3 network of an attention mechanism and a target detection model; a new coronal pneumonia lesion identification unit identifies the contour feature image of the segmented lesion; the new coronal pneumonia lesion positioning unit determines the position of the lesion in the lungof the human body. Accord
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subjects CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS
PHYSICS
title New coronal pneumonia CT detection, identification and positioning system and computing equipment
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