CHEST X-RAY DIFFERENTIAL DIAGNOSIS SYSTEM

Patent №

US 10,152,571

Granted

2018-12-11

Filed 2017

Owner

ENLITIC, INC.

Lab

AI components

4

ml · vision · kr · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15627945

A chest x-ray differential diagnosis system is operable to generate abnormality pattern data is generated for each of a received plurality of chest x-rays by identifying at least one pattern in each chest x-ray corresponding to an abnormality by utilizing a computer vision model that is trained on a plurality of training chest x-rays. Differential diagnosis data is generated for each chest x-ray based on the abnormality pattern data. Filtering parameters are received from a client device, and a filtered chest x-ray queue that includes a subset of chest x-rays is selected based on the filtering parameters and the differential diagnosis data is generated for transmission to the client device for display. Differential diagnosis data corresponding a chest x-ray indicated in chest x-ray selection data received from the client device is transmitted to the client device for display via the display device in conjunction with the chest x-ray.

Machine learningVisionKnowledge representationEvolutionary computationG16H 30/40A61B 5/002A61B 5/0022A61B 6/032A61B 6/4233A61B 6/463A61B 6/468A61B 6/50+64 more

AI classification

Vision1.00
Machine learning0.99
Knowledge representation0.96
Evolutionary computation0.63
Natural language0.23
AI hardware0.08
Planning0.03
Speech0.00

Ownership

ENLITIC, INC.

assignment · 427580583

Assignors

LYMAN, KEVIN, BERNARD, DEVON, YAO, LI, ALMEIDA, DIOGO, COVINGTON, BEN, UPTON, ANTHONY

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

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