Abstract Machine training and application of machine-trained classifier are used for image-
based tumor phenotyping in a medical system. To create a training database with known …

A system includes an imager, a processor, and an output module. The imager is configured
to provide a plurality of tissue images. The processor is coupled to the imager and is …

Primary Examiner—Vu Le Assistant Examiner—Samah A Beg (74) Attorney, Agent, or Firm—
Schmeiser, Olsen & Watts, LLP; Dan Johnson (57) ABSTRACT A method and system for …

An image analysis method for generating data indicating a tumorigenic state of an image of
a tissue or a cell. The image analysis method is an image analysis method for analyzing an …

A training method and a training apparatus for a neutral network for image recognition are
provided. The method includes: representing a sample image as a point set in a high …

The present invention provides an image analysis method for generating data indicating a
region of a cell nucleus in an image of a tissue or a cell. The image analysis method is a …

(57) ABSTRACT A method for annotating a tissue slide image, a system and a method
performed by a computing system for detecting pathological anomalies in a digital pathology …

Abstract Systems and methods for training and using an image classifier are provided. A
plurality of points can be generated from respective patches of images annotated as either a …

US11593590B2 - Efficient training and accuracy improvement of imaging based assay -
Google Patents US11593590B2 - Efficient training and accuracy improvement of imaging …

Current cancer screening methods are not suitable to be applied on a broad scale and are
not transparent to the patient. The problem is solved by a method to determine a degree of …