Browsing by Author "Alhatou, Mohammed"
Now showing items 1-11 of 11
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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 ... -
An investigation to study the effects of Tai Chi on human gait dynamics using classical machine learning
Faisal, Md. Ahasan Atick; Chowdhury, Muhammad E.H.; Khandakar, Amith; Hossain, Md Shafayet; Alhatou, Mohammed; Mahmud, Sakib; Ara, Iffat; Sheikh, Shah Imran; Ahmed, Mosabber Uddin... more authors ... less authors ( Elsevier , 2022 , Article)Tai Chi has been proven effective in preventing falls in older adults, improving the joint function of knee osteoarthritis patients, and improving the balance of stroke survivors. However, the effect of Tai Chi on human ... -
Design and Implementation of a Smart Insole System to Measure Plantar Pressure and Temperature
Khandakar, Amith; Mahmud, Sakib; Chowdhury, Muhammad E. H.; Reaz, Mamun B.; Kiranyaz, Serkan; Mahbub, Zaid B.; Ali, Sawal H.; Bakar, Ahmad Ashrif A.; Ayari, Mohamed A.; Alhatou, Mohammed; Abdul-Moniem, Mohammed; Faisal, Md A.... more authors ... less authors ( MDPI , 2022 , Article)An intelligent insole system may monitor the individual's foot pressure and temperature in real-time from the comfort of their home, which can help capture foot problems in their earliest stages. Constant monitoring for ... -
Fiber Bragg Gratings based smart insole to measure plantar pressure and temperature
Mahmud, Sakib; Khandakar, Amith; Chowdhury, Muhammad E.H.; AbdulMoniem, Mohammed; Bin Ibne Reaz, Mamun; Bin Mahbub, Zaid; Sadasivuni, Kishor Kumar; Murugappan, M.; Alhatou, Mohammed... more authors ... less authors ( Elsevier , 2023 , Article)Various foot complications can be easily avoided by continuously monitoring plantar (foot sole) pressure and temperature at home. Systems which can simultaneously measure plantar pressure and temperature in real time are ... -
Fiber Bragg Gratings based smart insole to measure plantar pressure and temperature
Sakib, Mahmud; Khandakar, Amith; Chowdhury, Muhammad E.H.; AbdulMoniem, Mohammed; Bin Ibne Reaz, Mamun; Bin Mahbub, Zaid; Sadasivuni, Kishor Kumar; Murugappan, M.; Alhatou, Mohammed... more authors ... less authors ( Elsevier , 2022 , Article)Various foot complications can be easily avoided by continuously monitoring plantar (foot sole) pressure and temperature at home. Systems which can simultaneously measure plantar pressure and temperature in real time are ... -
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 ... -
Machine Learning-Based Diabetic Neuropathy and Previous Foot Ulceration Patients Detection Using Electromyography and Ground Reaction Forces during Gait
Haque, Fahmida; Reaz, Mamun B.; Chowdhury, Muhammad E.; Ezeddin, Maymouna; Kiranyaz, Serkan; Alhatou, Mohammed; Ali, Sawal H.; Bakar, Ahmad A.; Srivastava, Geetika... more authors ... less authors ( MDPI , 2022 , Article)Diabetic neuropathy (DN) is one of the prevalent forms of neuropathy that involves alterations in biomechanical changes in the human gait. Diabetic foot ulceration (DFU) is one of the pervasive types of complications that ... -
Motion Artifacts Correction from EEG and fNIRS Signals Using Novel Multiresolution Analysis
Hossain, Md. Shafayet; Reaz, Mamun Bin Ibne; Chowdhury, Muhammad E. H.; Ali, Sawal H. M.; Bakar, Ahmad Ashrif A.; Kiranyaz, Serkan; Khandakar, Amith; Alhatou, Mohammed; Habib, Rumana... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2022 , Article)Physiological signal measurement and processing are increasingly becoming popular in the ambulatory setting as the hospital-centric treatment is moving towards wearable and ubiquitous monitoring. Most of the physiological ... -
Motion Artifacts Correction from Single-Channel EEG and fNIRS Signals Using Novel Wavelet Packet Decomposition in Combination with Canonical Correlation Analysis
Hossain, Md S.; Chowdhury, Muhammad E. H.; Reaz, Mamun B.; Ali, Sawal H.; Bakar, Ahmad Ashrif A.; Kiranyaz, Serkan; Khandakar, Amith; Alhatou, Mohammed; Habib, Rumana; Hossain, Muhammad M.... more authors ... less authors ( MDPI , 2022 , Article)The electroencephalogram (EEG) and functional near-infrared spectroscopy (fNIRS) signals, highly non-stationary in nature, greatly suffers from motion artifacts while recorded using wearable sensors. Since successful ... -
NDDNet: a deep learning model for predicting neurodegenerative diseases from gait pattern
Faisal, Md Ahasan Atick; Chowdhury, Muhammad E.H.; Mahbub, Zaid Bin; Pedersen, Shona; Ahmed, Mosabber Uddin; Khandakar, Amith; Alhatou, Mohammed; Nabil, Mohammad; Ara, Iffat; Bhuiyan, Enamul Haque; Mahmud, Sakib; AbdulMoniem, Mohammed... more authors ... less authors ( Springer Nature , 2023 , Article)Neurodegenerative diseases damage neuromuscular tissues and deteriorate motor neurons which affects the motor capacity of the patient. Particularly the walking gait is greatly influenced by the deterioration process. Early ... -
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 ...