THE PURPOSE OF THIS RESEARCH PROJECT IS TO COMPLETE THE DEVELOPMENT OF THE PRESENT SSI AUTOMATED HOLTER ECG ANALYSIS SYSTEM WHICH IS BASED ON ARTIFICIAL LEARNING METHODS USING STATISTICAL MODELS.

Award Information
Agency:
Department of Health and Human Services
Branch
n/a
Amount:
$47,422.00
Award Year:
1984
Program:
SBIR
Phase:
Phase I
Contract:
n/a
Award Id:
1535
Agency Tracking Number:
1535
Solicitation Year:
n/a
Solicitation Topic Code:
n/a
Solicitation Number:
n/a
Small Business Information
54 Rindge Ave, Extension, Cambridge, MA, 00000
Hubzone Owned:
N
Minority Owned:
N
Woman Owned:
N
Duns:
n/a
Principal Investigator:
DONALD E. GUSTAFSON
() -
Business Contact:
() -
Research Institute:
n/a
Abstract
THE PURPOSE OF THIS RESEARCH PROJECT IS TO COMPLETE THE DEVELOPMENT OF THE PRESENT SSI AUTOMATED HOLTER ECG ANALYSIS SYSTEM WHICH IS BASED ON ARTIFICIAL LEARNING METHODS USING STATISTICAL MODELS. THE PRESENT SYSTEM HAS BEEN TESTED ON A STANDARD ANNOTATED DATA BASE AND FOUND TO GIVE SUPERIOR PERFORMANCE TO CURRENT SYSTEMS FOR WHICH PUBLISHED DATA ARE AVAILABLE. FOLLOWING COMPLETION OF THE HOLTER ANALYSIS SOFTWARE A VIGOROUS IN-HOUSE AND AN INDEPENDENT EVALUATION OF SYSTEM PERFORMANCE WILL BE CONDUCTED TO DEMONSTRATE CLINICAL EFFICACY. IT IS OUR CONTENTION THAT THIS UNIQUE APPROACH WILL SIGNIFICANTLY REDUCE HUMAN INTERVENTION AND COST OF AUTOMATED HOLTER ANALYSIS. THE ULTIMATE AIM IS DEVELOPMENT OF A NEAR ERROR-FREE REAL-TIME MONITOR WHICH AUTOMATICALLY WILL RECORD ALL ELECTROCARDIOGRAPHIC EVENTS OF CLINICAL IMPORTANCE AND TRANSMIT EITHER ROUTINELY OR AS REQUIRED A COMPLETE REPORT TO THE PHYSICIAN OR USER. THE POTENTIAL COST BENEFITS WOULD ALLOW A MORE RAPID PENETRATION INTO THE CLINICAL EPIDEMIOLOGICAL, AND RESEARCH AREAS OF CARDIAC DYSRHYTHMIAS PARTICULARLY AS THEY RELATE TO SUDDEN CARDIAC DEATH.

* information listed above is at the time of submission.

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