A Novel Medical E-Nose Signal Analysis System
نویسندگان
چکیده
It has been proven that certain biomarkers in people's breath have a relationship with diseases and blood glucose levels (BGLs). As a result, it is possible to detect diseases and predict BGLs by analysis of breath samples captured by e-noses. In this paper, a novel optimized medical e-nose system specified for disease diagnosis and BGL prediction is proposed. A large-scale breath dataset has been collected using the proposed system. Experiments have been organized on the collected dataset and the experimental results have shown that the proposed system can well solve the problems of existing systems. The methods have effectively improved the classification accuracy.
منابع مشابه
Signal Processing Using Wavelets for Enhancing
PHAISANGITTISAGUL, EKACHAI. Signal Processing using Wavelets for Enhancing Electronic Nose Performance. (Under the direction of Dr. H. Troy Nagle.) In recent years, many new technologies of electronic devices that mimic the mammalian olfactory system, electronic noses (e-noses), have been developed in many research institutions and commercial organizations around the world. These devices have b...
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