Diagnostic and Prognostic Histopathology System Using Morphometric Indices

Patent №

US 9,031,306

Granted

2015-05-12

Filed 2013

Owner

THE REGENTS OF THE UNIVERSITY OF CALIFORNIA

AI components

6

ml · nlp · vision · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13886213

Determining at least one of a prognosis or a therapy for a patient based on a stained tissue section of the patient. An image of a stained tissue section of a patient is processed by a processing device. A set of features values for a set of cell-based features is extracted from the processed image, and the processed image is associated with a particular cluster of a plurality of clusters based on the set of feature values, where the plurality of clusters is defined with respect to a feature space corresponding to the set of features.

Machine learningNatural languageVisionPlanningEvolutionary computationAI hardwareG16H 50/30A61B 5/7275G06T 7/0014G06V 20/695G16B 20/00G16H 30/40G16H 50/20G16H 50/70+4 more

AI classification

Vision1.00
AI hardware0.98
Planning0.98
Evolutionary computation0.90
Natural language0.85
Machine learning0.83
Knowledge representation0.03
Speech0.00

Ownership

THE REGENTS OF THE UNIVERSITY OF CALIFORNIA

assignment · 306640815

Assignors

PARVIN, BAHRAM, CHANG, HANG, HAN, JU, FONTENAY, GERALD V.

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

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