Browsing by Author "Bhuiyan, Mohammad A."
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A Machine Learning-Based Severity Prediction Tool for the Michigan Neuropathy Screening Instrument
Haque, Fahmida; Reaz, Mamun B. I.; Chowdhury, Muhammad E. H.; Shapiai, Mohd I.; Malik, Rayaz A.; Alhatou, Mohammed; Kobashi, Syoji; Ara, Iffat; Ali, Sawal H. M.; Bakar, Ahmad A. A.; Bhuiyan, Mohammad A.... more authors ... less authors ( MDPI , 2023 , Article)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 ... -
Performance analysis of conventional machine learning algorithms for diabetic sensorimotor polyneuropathy severity classification
Haque, Fahmida; Bin Ibne Reaz, Mamun; Chowdhury, Muhammad E.; Srivastava, Geetika; Hamid Md Ali, Sawal; Bakar, Ahmad Ashrif A.; Bhuiyan, Mohammad A.... more authors ... less authors ( MDPI , 2021 , Article)Background: Diabetic peripheral neuropathy (DSPN), a major form of diabetic neuropathy, is a complication that arises in long-term diabetic patients. Even though the application of machine learning (ML) in disease diagnosis ...