Browsing by Author "Hamid Md Ali, Sawal"
Now showing items 1-3 of 3
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A machine learning model for early detection of diabetic foot using thermogram images
Khandakar, Amith; E.H. Chowdhury, Muhammad; Bin Ibne Reaz, Mamun; Hamid Md Ali, Sawal; Hasan, Md Anwarul; Kiranyaz, Serkan; Rahman, Tawsifur; Alfkey, Rashad; Ashrif A. Bakar, Ahmad; A. Malik, Rayaz... more authors ... less authors ( elsevier , 2021 , Article)Diabetes foot ulceration (DFU) and amputation are a cause of significant morbidity. The prevention of DFU may be achieved by the identification of patients at risk of DFU and the institution of preventative measures through ... -
Machine learning-based classification of healthy and impaired gaits using 3D-GRF signals
Nazmul Islam Shuzan, Md; Chowdhury, Muhammad E.H.; Bin Ibne Reaz, Mamun; Khandakar, Amith; Fuad Abir, Farhan; Ahasan Atick Faisal, Md.; Hamid Md Ali, Sawal; Bakar, Ahmad Ashrif A.; Hossain Chowdhury, Moajjem; Mahbub, Zaid B.; Monir Uddin, M.; Alhatou, Mohammed... more authors ... less authors ( Elsevier , 2023 , Article)Gait analysis is helpful for rehabilitation, clinical diagnoses, and sporting activities. Among the gathered signals, ground reaction forces (GRF) may be used for assisting doctors in recognizing and categorizing gait ... -
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 ...