METHOD FOR TUNING PATIENT-SPECIFIC CARDIOVASCULAR SIMULATIONS

Patent №

US 8,200,466

Granted

2012-06-12

Filed 2008

Owner

THE BOARD OF TRUSTEES OF THE LELAND STANFORD JUNIOR UNIVERSITY

AI components

6

ml · vision · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12219398

Computational methods are used to create cardiovascular simulations having desired hemodynamic features. Cardiovascular modeling methods produce descriptions of blood flow and pressure in the heart and vascular networks. Numerical methods optimize and solve nonlinear equations to find parameter values that result in desired hemodynamic characteristics including related flow and pressure at various locations in the cardiovascular system, movements of soft tissues, and changes for different physiological states. The modeling methods employ simplified models to approximate the behavior of more complex models with the goal of to reducing computational expense. The user describes the desired features of the final cardiovascular simulation and provides minimal input, and the system automates the search for the final patient-specific cardiovascular model.

Machine learningVisionKnowledge representationPlanningEvolutionary computationAI hardwareG16H 50/50G06F 30/20G06T 17/20G06T 19/20G16H 10/60G16H 30/40G06F 2111/10G06T 2210/24+1 more

AI classification

AI hardware1.00
Planning0.99
Machine learning0.98
Evolutionary computation0.93
Knowledge representation0.92
Vision0.61
Natural language0.00
Speech0.00

Ownership

THE BOARD OF TRUSTEES OF THE LELAND STANFORD JUNIOR UNIVERSITY

assignment · 256770817

Assignors

SPILKER, RYAN, TAYLOR, CHARLES

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

From the same owner

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