Browsing by Author "Arsad, Norhana"
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Diabetic Sensorimotor Polyneuropathy Severity Classification Using Adaptive Neuro Fuzzy Inference System
Haque, Fahmida; Reaz, Mamun B. I.; Chowdhury, Muhammad E. H.; Hashim, Fazida H.; Arsad, Norhana; Ali, Sawal H. M.... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2021 , Article)Diabetic sensorimotor polyneuropathy (DSPN) is an early indicator for non-healing diabetic wounds and diabetic foot ulcers, which account for one of the most common complications of diabetes, leading to increased healthcare ... -
Performance Analysis of Conventional Machine Learning Algorithms for Diabetic Sensorimotor Polyneuropathy Severity Classification Using Nerve Conduction Studies
Haque, Fahmida; Reaz, Mamun B. I.; Chowdhury, Muhammad E. H.; Kiranyaz, Serkan; Ali, Sawal H. M.; Alhatou, Mohammed; Habib, Rumana; Bakar, Ahmad A. A.; Arsad, Norhana; Srivastava, Geetika... more authors ... less authors ( Hindawi Limited , 2022 , Article)Background. Diabetic sensorimotor polyneuropathy (DSPN) is a major form of complication that arises in long-term diabetic patients. Even though the application of machine learning (ML) in disease diagnosis is very common ... -
Performance analysis of noninvasive electrophysiological methods for the assessment of diabetic sensorimotor polyneuropathy in clinical research: a systematic review and meta-analysis with trial sequential analysis
Haque, Fahmida; Reaz, Mamun Bin Ibne; Ali, Sawal Hamid Md; Arsad, Norhana; Chowdhury, Muhammad Enamul Hoque ( Nature Research , 2020 , Article)Despite the availability of various clinical trials that used different diagnostic methods to identify diabetic sensorimotor polyneuropathy (DSPN), no reliable studies that prove the associations among diagnostic parameters ...