METHOD AND APPARATUS FOR NON-INVASIVE DIAGNOSIS OF CARDIOVASCULAR AND RELATED DISORDERS

Patent №

US 6,135,966

Granted

2000-10-24

Filed 1998

Owner

SARRUS BIOMEDICAL LIMITED

Lab

AI components

2

ml · vision

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

09071348

Apparatus and method for non-invasive diagnosis of cardiovascular and related disorders. The system establishes a correspondence between the dynamics of the wave contour of the arterial pressure pulse and the associated disease states. The system comprises an input module, a contour signal receiver, and a processing module. The input module utilizes a pressure transducer for taking a non-invasive measurement of the arterial pulse. The contour signal receiver amplifies, digitizes and normalizes the arterial pressure pulse signal. In the processing module, the normalized arterial pressure contour is subjected to wavelet analysis, which transforms the dynamics of the time series of arterial blood pressure contour into multi-resolution wavelet coefficients or signatures. The processing module includes a neural network which is trained to associate the diagnostic features of the transformed arterial pressure contour embedded in the coefficients with a disease condition. After the learning phase, the system is capable of diagnosing known cardiovascular conditions in patients.

Machine learningVisionA61B 7/04A61B 5/024A61B 5/411A61B 5/726A61B 5/7267A61B 5/7225G16H 50/70Y10S 128/03+1 more

AI classification

Machine learning1.00
Vision0.99
Planning0.34
AI hardware0.06
Natural language0.03
Speech0.02
Evolutionary computation0.00
Knowledge representation0.00

Ownership

SARRUS BIOMEDICAL LIMITED

assignment · 110000928

Assignors

KO. GARY KAM-YUEN

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

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