Development of a non-invasive screening device of diabetic peripheral neuropathy based on the perception of micro-vibration

Hideyuki Sawada, Keiji Uchida, Junichi Danjo, Yu Nakamura

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

An estimated number of 420 million people in the world had diabetes mellitus in 2014, which had become quadruple since 1980, and the number is estimated to be 700 million by 2025. Diabetes mellitus is a group of metabolic diseases, which causes high blood sugar to a person, due to the functional problems of the pancreas or the metabolism. Patients of untreated diabetes would be damaged by the high blood sugar in vessels, and this starts to destroy capillary vessels to lower the sensitivity of tactile sensations, then effects to various organs and nerve systems. Diabetic peripheral neuropathy is one of the complications of diabetes mellitus, and the authors pay attention to the decline of the sensitivity of tactile sensations in the early stage of diabetes. By using a novel micro-vibration actuator that employs a shape-memory alloy wire, we develop a non-invasive screening device of the level of diabetes based on the perception of micro-vibration patterns. Experiments are conducted in a medical clinic, and the relation between the tactile stimuli and the medical diagnosis of diabetes are examined.

Original languageEnglish
Title of host publicationCIBCB 2016 - Annual IEEE International Conference on Computational Intelligence in Bioinformatics and Computational Biology
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781467394727
DOIs
Publication statusPublished - 2016 Nov 28
Externally publishedYes
Event13th IEEE International Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2016 - Chiang Mai, Thailand
Duration: 2016 Oct 52016 Oct 7

Other

Other13th IEEE International Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2016
CountryThailand
CityChiang Mai
Period16/10/516/10/7

Fingerprint

peripheral nervous system diseases
Diabetic Neuropathies
Diabetes
Touch
Peripheral Nervous System Diseases
Medical problems
Vibration
Diabetes Mellitus
vibration
Screening
diabetes
diabetes mellitus
screening
Equipment and Supplies
Blood Glucose
Sugars
Vessel
blood glucose
Blood
medical facilities

Keywords

  • Diabetes
  • Micro-vibration
  • Peripheral neuropathy
  • Screening of diabetes
  • Shape memory alloy
  • Tactile actuator

ASJC Scopus subject areas

  • Computational Mathematics
  • Health Informatics
  • Agricultural and Biological Sciences (miscellaneous)
  • Biotechnology
  • Genetics
  • Artificial Intelligence

Cite this

Sawada, H., Uchida, K., Danjo, J., & Nakamura, Y. (2016). Development of a non-invasive screening device of diabetic peripheral neuropathy based on the perception of micro-vibration. In CIBCB 2016 - Annual IEEE International Conference on Computational Intelligence in Bioinformatics and Computational Biology [7758107] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CIBCB.2016.7758107

Development of a non-invasive screening device of diabetic peripheral neuropathy based on the perception of micro-vibration. / Sawada, Hideyuki; Uchida, Keiji; Danjo, Junichi; Nakamura, Yu.

CIBCB 2016 - Annual IEEE International Conference on Computational Intelligence in Bioinformatics and Computational Biology. Institute of Electrical and Electronics Engineers Inc., 2016. 7758107.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sawada, H, Uchida, K, Danjo, J & Nakamura, Y 2016, Development of a non-invasive screening device of diabetic peripheral neuropathy based on the perception of micro-vibration. in CIBCB 2016 - Annual IEEE International Conference on Computational Intelligence in Bioinformatics and Computational Biology., 7758107, Institute of Electrical and Electronics Engineers Inc., 13th IEEE International Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2016, Chiang Mai, Thailand, 16/10/5. https://doi.org/10.1109/CIBCB.2016.7758107
Sawada H, Uchida K, Danjo J, Nakamura Y. Development of a non-invasive screening device of diabetic peripheral neuropathy based on the perception of micro-vibration. In CIBCB 2016 - Annual IEEE International Conference on Computational Intelligence in Bioinformatics and Computational Biology. Institute of Electrical and Electronics Engineers Inc. 2016. 7758107 https://doi.org/10.1109/CIBCB.2016.7758107
Sawada, Hideyuki ; Uchida, Keiji ; Danjo, Junichi ; Nakamura, Yu. / Development of a non-invasive screening device of diabetic peripheral neuropathy based on the perception of micro-vibration. CIBCB 2016 - Annual IEEE International Conference on Computational Intelligence in Bioinformatics and Computational Biology. Institute of Electrical and Electronics Engineers Inc., 2016.
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