METHOD AND APPARATUS FOR AUTOMATED IMAGE ANALYSIS OF BIOLOGICAL SPECIMENS

Patent №

US 6,920,239

Granted

2005-07-19

Filed 2003

Owner

XL-VISION, INC.

+2 more

Lab

AI components

1

vision

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10404921

A method and apparatus for automated cell analysis of biological specimens automatically scans at a low magnification to acquire images which are analyzed to determine candidate cell objects of interest. The low magnification images are converted from a first color space to a second color space. The color space converted image is then low pass filtered and compared to a threshold to remove artifacts and background objects from the candidate object of interest pixels of the color converted image. The candidate object of interest pixels are morphologically processed to group candidate object of interest pixels together into groups which are compared to blob parameters to identify candidate objects of interest which correspond to cells or other structures relevant to medical diagnosis of the biological specimen. The location coordinates of the objects of interest are stored and additional images of the candidate cell objects are acquired at high magnification. The high magnification images are analyzed in the same manner as the low magnification images to confirm the candidate objects of interest which are objects of interest. A high magnification image of each confirmed object of interest is stored for later review and evaluation by a pathologist.

VisionG01N 1/312G01N 15/1433G01N 15/1468G02B 21/244G02B 21/367G06T 7/60G06V 20/69G06V 20/693+3 more

AI classification

Vision1.00
AI hardware0.14
Machine learning0.03
Natural language0.00
Evolutionary computation0.00
Knowledge representation0.00
Planning0.00
Speech0.00

Ownership

XL-VISION, INC.

assignment · 220620827

MICROVISION MEDICAL SYSTEMS, INC.

assignment · 220620832

CHROMAVISION MEDICAL SYSTEMS, INC.

namechg · 220620837

Assignors

XL VISION, INC.

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

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