Systems and methods for automated diagnosis and grading of...

G - Physics – 06 – T

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G06T 7/00 (2006.01)

Patent

CA 2575859

Systems and methods are provided for automated diagnosis and grading of tissue images based on morphometric data extracted from the images by a computer. The morphometric data may include image-level morphometric data such as fractal dimension data, fractal code data, wavelet data, and/or color channel histogram data. The morphometric data may also include object-level morphometric data such as color, structural, and/or textural properties of segmented image objects (e.g., stroma, nuclei, red blood cells, etc.).

Cette invention concerne des systèmes et des procédés de diagnostic et d'évaluation automatisés d'images de tissus reposant sur des données morphométriques extraites des images par un ordinateur. Les données morphométriques peuvent comprendre des données morphométriques au niveau image telles que des données de dimension fractale, des données de codage fractal, des données d'ondelettes et/ou des données d'histogramme de canal couleur. Les données morphométriques peuvent également comprendre des données morphométriques au niveau objet telles que les propriétés de couleur, de structure et/ou de texture d'objets d'image segmentés (tels que le stroma, les noyaux, les globules rouges, etc.).

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