Title
Automated Semmes Weinstein Monofilament Examination Replication Using Optical Imaging And Mechanical Probe Assembly
Abstract
The World Health Organization reports more than 135 million people globally suffer from diabetes, with 25% developing peripheral neuropathy and estimates the numbers living with diabetes will reach over 300 million by 2025. Peripheral neuropathy is a term used to describe the loss of feeling in the peripheral limbs. If not properly managed, amputation of the lower limbs can be the result. Regular screening is required for this condition so as to avoid further deterioration. This paper describes an automated peripheral neuropathy testing device replicating the widely accepted Semmes Weinstein Monofilament Examination. In this paper a patient's foot is scanned optically and the subsequent image processing and grid information algorithms presented reliably identify the plantar surface sensory neuropathy pressure points on a given patient's foot. Then, these coordinates are relayed to an automated mechanical probe driven by a microcontroller where it randomly applies the accepted 98mN (10g) of force to those pressure points.
Year
Venue
Keywords
2015
2015 IEEE 12TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI)
Optical Imaging, Foot Sectorization, Plantar Surface, Neuropathy, Diabetes, Binary Image, Contours, Skin Tone, Microcontroller
Field
DocType
ISSN
Plantar surface,Computer vision,Peripheral neuropathy,Amputation,Semmes Weinstein Monofilament Examination,Computer science,Sensory neuropathy,Artificial intelligence,Physical medicine and rehabilitation,Surgery,Optical imaging
Conference
1945-7928
Citations 
PageRank 
References 
0
0.34
0
Authors
4
Name
Order
Citations
PageRank
Hafeez-U. R. Siddiqui131.12
Michelle Spruce200.34
S. R. Alty3286.44
Sandra Dudley4216.21