DocumentCode
3756669
Title
Estimating Blood Sugar from Voice Samples: A Preliminary Study
Author
Tsch?pe;F. Duckhorn;M. Wolff;G. Saeltzer
Author_Institution
Fraunhofer IKTS Dresden, Dresden, Germany
fYear
2015
Firstpage
804
Lastpage
805
Abstract
Diabetes is a widespread disease. Patients have to pay attention to their blood sugar value all the time. Hypoglycemia and hyperglycemia are dangerous and must be treated. Self-testing, typically involving a prick with a lancet, is often painful and the costs for testing devices and supplies are immense. It is well-known that the human voice carries all kinds of information and depends on various factors. Therefore we conjectured that it may also be influenced by the blood sugar level. This paper presents a preliminary study which shows that a patient´s blood sugar condition actually seems to manifest itself in the voice. Results encourage us to go the next steps: a largescale long time study in collaboration with medical experts and, finally, the development of a measurement device or smartphone app.
Keywords
"Biomedical monitoring","Biosensors","Diabetes","Feature extraction","Acoustic measurements","Pattern recognition","Linear regression"
Publisher
ieee
Conference_Titel
Computational Science and Computational Intelligence (CSCI), 2015 International Conference on
Type
conf
DOI
10.1109/CSCI.2015.184
Filename
7424200
Link To Document