SYSTEMS AND METHODS FOR AUTOMATED SEGMENTATION OF PATIENT SPECIFIC ANATOMIES FOR PATHOLOGY SPECIFIC MEASUREMENTS

Patent №

US 11,626,212

Granted

2023-04-11

Filed 2022

Owner

AXIAL MEDICAL PRINTING LIMITED

Lab

AI components

5

ml · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17662802

Systems and methods are provided for multi-schema analysis of patient specific anatomical features from medical images. The system may receive medical images of a patient and metadata associated with the medical images indicative of a selected pathology, and automatically classify the medical images using a segmentation algorithm. The system may use an anatomical feature identification algorithm to identify one or more patient specific anatomical features within the medical images by exploring an anatomical knowledge dataset. A 3D surface mesh model may be generated representing the one or more classified patient specific anatomical features, such that information may be extracted from the 3D surface mesh model based on the selected pathology. Physiological information associated with the selected pathology for the 3D surface mesh model may be generated based on the extracted information.

Machine learningVisionKnowledge representationPlanningAI hardwareG16H 50/20G16H 50/50G06T 7/0016G06T 7/11G06T 7/12G06T 7/62G06T 15/04G06T 15/06+20 more

AI classification

Vision1.00
Machine learning1.00
Planning1.00
AI hardware0.91
Knowledge representation0.78
Natural language0.01
Evolutionary computation0.00
Speech0.00

Ownership

AXIAL MEDICAL PRINTING LIMITED

assignment · 600330519

Assignors

CRAWFORD, DANIEL, HANRATTY, RORY, DONNELLY, LUKE, TRINDADE, LUIS, SCHWARZ, THOMAS, HARPUR, ADAM

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

From the same owner

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