Navigation Links
Sounding out heart problems automatically
Date:7/11/2008

Sounding the chest with a cold stethoscope is probably one of the most commonly used diagnostics in the medical room after peering down the back of the throat while the patient says, "Aaaah". But, research published in the inaugural issue of the International Journal of Medical Engineering and Informatics looks set to add an information-age approach to diagnosing heart problems. The technique could circumvent the problem of the failing stethoscope skills of medical graduates and reduce errors of judgment

Listening closely to the sound of the beating heart can reveal a lot about its health. Healthcare workers can identify murmurs, palpitations, and other anomalies quickly and then carry out in-depth tests as appropriate. Now, Samit Ari and Goutam Saha of the Indian Institute of Technology in Kharagpur have developed an analytical method that can automatically classify a much wider range of heart sounds than is possible even by the most skilled stethoscope-wielding physician.

Their approach is based on a mathematical analysis of the sound waves produced by the beating heart known as Empirical Mode Decomposition (EMD). This method breaks down the sounds of each heart cycle into its component parts. This allows them to isolate the sound of interest from background noise, such as the movements of the patient, internal body gurgles, and ambient sounds.

The analysis thus produces a signal based on twenty five different sound qualities and variables, which can then be fed into a computer-based classification system. The classification uses an Artificial Neural Network (ANN) and a Grow and Learn (GAL) network. These are trained with standardized sounds associated with a specific diagnosis.

The team then tested the trained networks using more than 100 different recordings of normal heart sounds, sounds from hearts with a variety of valve problems, and different background noises. They found that the EMD system performs more effectively in all cases than conventional electronic, wavelet-based, approaches to heart sound classification.

A disturbing percentage of medical graduates cannot properly diagnose heart conditions using a stethoscope, the researchers explain, and the poor sensitivity of the human ear to low frequency heart sounds makes this task even more difficult. The automatic classification of heart sounds based on Ari and Saha's technique could remedy these failings.


'/>"/>

Contact: Samit Ari
samit.ari@gmail.com
Inderscience Publishers
Source:Eurekalert

Related biology news :

1. Abnormal fat metabolism underlies heart problems in diabetic patients
2. High blood pressure, low energy -- a recipe for heart failure
3. Human derived stem cells can repair rat hearts damaged by heart attack
4. Geron Demonstrates hESC-derived cardiomyocytes improve heart function after myocardial infarction
5. Heart of Herschel to be presented to media
6. Minimally invasive heart surgery research wins NIH award
7. A step toward tissue-engineered heart structures for children
8. Research explains link between cholesterol and heart disease
9. Eating competence may lower risk of heart disease
10. Cardiologists and heart surgeons meet for Controversies and Advances conference
11. Depression, aging, and proteins made by a virus may all play role in heart disease
Post Your Comments:
*Name:
*Comment:
*Email:
(Date:3/2/2017)... March 2, 2017 Australian stem cell and ... CYP), has signed an agreement with the Monash Lung ... Biomedicine Discovery Institute and Department of Pharmacology at Monash ... further preclinical study to support the use of Cymerus™ ... Asthma is a chronic, long term ...
(Date:2/27/2017)... , Feb. 27, 2017   Strategic Cyber Ventures ... it has led a $3.5 million investment in  Polarity ... Strategic Cyber Ventures is DC based and is led ... Hank Thomas . Ron Gula , also a ... also participated in this series A round of funding. ...
(Date:2/21/2017)... -- Der weltweite Biobanking-Sektor wird bis zum ... mit mehr als 50 Vertretern aus verschiedenen Branchen wurde aber ... diese Prognose zu realisieren. ... Zu den Schwierigkeiten für ... für die Biobank, die Implementierung Zeit sparender Technologien, ein ...
Breaking Biology News(10 mins):
(Date:3/23/2017)... ... March 23, 2017 , ... Ellen Matloff, president and ... Council (CTC) as a 2017 Women of Innovation® finalist. Matloff will be among ... Dinner. , The dinner recognizes women accomplished in science, technology, engineering and math ...
(Date:3/23/2017)... , March 23, 2017  Agriculture technology company ... A financing and note conversion to commercialize its Cool ... is focused on developing products that are simultaneously profitable ... million in the last 18 months. This latest round ... Bridge Venture Partners. The company,s primary ...
(Date:3/22/2017)... ... March 22, 2017 , ... ... regeneration from small lab samples to full-size tissues, bones, even whole organs to ... vascular system that delivers blood deep into the developing tissue. , Current ...
(Date:3/22/2017)... JERUSALEM , March 22, 2017 ... ( www.oramed.com ), ... of oral drug delivery systems, announced today that ... Officer, will deliver a presentation titled, "Oral Insulin ... upcoming Cambridge Healthtech Institute,s Oligonucleotide and Peptide Therapeutics ...
Breaking Biology Technology: