SYSTEM AND METHOD FOR MULTIPLEXED BIOMARKER QUANTITATION USING SINGLE CELL SEGMENTATION ON SEQUENTIALLY STAINED TISSUE

Patent №

US 8,995,740

Granted

2015-03-31

Filed 2013

Owner

GENERAL ELECTRIC COMPANY

Lab

AI components

2

vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13865036

Improved systems and methods for the analysis of digital images are provided. More particularly, the present disclosure provides for improved systems and methods for the analysis of digital images of biological tissue samples. Exemplary embodiments provide for: i) segmenting, ii) grouping, and iii) quantifying molecular protein profiles of individual cells in terms of sub cellular compartments (nuclei, membrane, and cytoplasm). The systems and methods of the present disclosure advantageously perform tissue segmentation at the sub-cellular level to facilitate analyzing, grouping and quantifying protein expression profiles of tissue in tissue sections globally and/or locally. Performing local-global tissue analysis and protein quantification advantageously enables correlation of spatial and molecular configuration of cells with molecular information of different types of cancer.

VisionAI hardwareG06V 20/695G06T 7/0012G06T 2207/10064G06T 2207/30024

AI classification

Vision1.00
AI hardware0.95
Machine learning0.37
Natural language0.01
Evolutionary computation0.00
Knowledge representation0.00
Planning0.00
Speech0.00

Ownership

GENERAL ELECTRIC COMPANY

assignment · 302370061

Assignors

SANTAMARIA-PANG, ALBERTO, RITTSCHER, JENS, PADFIELD, DIRK, CAN, ALI, PANG, ZHENGYU, BELLO, MUSODIQ, GINTY, FIONA, SEVINSKY, CHRISTOPHER, LI, QING, ROTHNEY, MEGAN, SARACHAN, BRION

On an employer assignment, the assignors are typically the inventors.

From the same owner

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