Methods and systems for disease classification

This invention describes methods and systems for use of computer vision systems for classification of biological cells as an aid in disease diagnostics. More particularly the present invention describes a process comprising employing a robust and discriminative color space which will help provide se...

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Bibliographic Details
Main Authors Savvides, Marios, Le, Thi Hoang Ngan
Format Patent
LanguageEnglish
Published 11.09.2018
Subjects
BEER
BIOCHEMISTRY
CALCULATING
CHEMISTRY
COMPOSITIONS OR TEST PAPERS THEREFOR
COMPUTING
CONDITION-RESPONSIVE CONTROL IN MICROBIOLOGICAL ORENZYMOLOGICAL PROCESSES
COUNTING
ELECTRIC COMMUNICATION TECHNIQUE
ELECTRICITY
ENZYMOLOGY
HANDLING RECORD CARRIERS
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
MEASURING OR TESTING PROCESSES INVOLVING ENZYMES, NUCLEICACIDS OR MICROORGANISMS
METALLURGY
MICROBIOLOGY
MUTATION OR GENETIC ENGINEERING
PHYSICS
PICTORIAL COMMUNICATION, e.g. TELEVISION
PRESENTATION OF DATA
PROCESSES OF PREPARING SUCH COMPOSITIONS
RECOGNITION OF DATA
RECORD CARRIERS
SPIRITS
VINEGAR
WINE
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Summary:This invention describes methods and systems for use of computer vision systems for classification of biological cells as an aid in disease diagnostics. More particularly the present invention describes a process comprising employing a robust and discriminative color space which will help provide segmentation of the cells; employing a segmentation algorithm, such as a feature-based level set, that will be able to segment the cells using a different k-phase-segmentation process, which detect for example, if a while blood cell occurs for segmenting the internal components of the cell robustly; employing a combination of different type of features including shape, texture, and invariant information, and employing a classification step to associate abnormal cell characteristics with disease states.
Bibliography:Application Number: US201515126828