SYSTEM AND METHOD FOR DETECTING LUNG ABNORMALITIES

A computer-implemented method for detecting lung abnormalities is provided. The method includes the steps of: acquiring a chest image of a subject; labeling one or more regions of interest (ROIs) in the chest image; segmenting a fine-grained boundary of each of the labeled ROIs; generating a plurali...

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Bibliographic Details
Main Authors HONG, KUNLEI, QIAN, LINGJUN, LURE, FLEMING YUAN-MING, XIAO, QIAN, ZHOU, HAO, QUAN, SHENWEN
Format Patent
LanguageEnglish
Published 20.07.2023
Subjects
CALCULATING
COMPUTING
COUNTING
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
PHYSICS
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Summary:A computer-implemented method for detecting lung abnormalities is provided. The method includes the steps of: acquiring a chest image of a subject; labeling one or more regions of interest (ROIs) in the chest image; segmenting a fine-grained boundary of each of the labeled ROIs; generating a plurality of output matrixes for each of the segmented ROIs; sorting a plurality of prediction scores obtained in the output matrixes, and generating a plurality of recommendations of potential abnormalities for each of the ROIs; and outputting the recommendations, A smart imagery framing and truthing (SIFT) system for implementing the method is also provided.
Bibliography:Application Number: US202318155752