A machine learning-based severity prediction tool for the Michigan neuropathy screening instrument

• Main Authors: Haque, Fahmida, Reaz, Mamun B. I., Chowdhury, Muhammad E. H., Shapiai, Mohd. Ibrahim, A. Malik, Rayaz, Mohammed Alhatou, Mohammed Alhatou, Kobashi, Syoji, Iffat Ara, Iffat Ara, M. Ali, Sawal H., A. Bakar, Ahmad A., Bhuiyan, Mohammad Arif Sobhan
• Format: Article
• Language: English
• Published: Multidisciplinary Digital Publishing Institute (MDPI) 2023
• Subjects: T Technology (General)
• Online Access: http://eprints.utm.my/106560/1/MohdIbrahimShapiai2023_AMachineLearningBasedSeverityPrediction.pdf; http://eprints.utm.my/106560/; http://dx.doi.org/10.3390/diagnostics13020264
• Institution: Universiti Teknologi Malaysia

Diabetic sensorimotor polyneuropathy (DSPN) is a serious long-term complication of diabetes, which may lead to foot ulceration and amputation. Among the screening tools for DSPN, the Michigan neuropathy screening instrument (MNSI) is frequently deployed, but it lacks a straightforward rating of seve...