most citedEvaluating Performance of Machine Learning Models for Diabetic Sensorimotor Polyneuropathy Severity Classification using Biomechanical Signals during Gait

4 citations · 8 across the 5 of their papers we have counts for

collaborators

5 papers

physics.med-ph2022

Design and Implementation of a Complete Wearable Smart Insole Solution to Measure Plantar Pressure and Temperature

Amith Khandakar, Sakib Mahmud, Muhammad E. H. Chowdhury +7

A complete smart insole solution that continuously monitors the foot plantar pressure and temperature can detect foot complications early and that too from the convenience of the u…

cs.LG2022★ 4 cited

Evaluating Performance of Machine Learning Models for Diabetic Sensorimotor Polyneuropathy Severity Classification using Biomechanical Signals during Gait

Fahmida Haque, Mamun Bin Ibne Reaz, Muhammad Enamul Hoque Chowdhury +10

Diabetic sensorimotor polyneuropathy (DSPN) is one of the prevalent forms of neuropathy affected by diabetic patients that involves alterations in biomechanical changes in human ga…

cs.LG2022★ 2 cited

Motion Artifacts Correction from Single-Channel EEG and fNIRS Signals using Novel Wavelet Packet Decomposition in Combination with Canonical Correlation Analysis

Md Shafayet Hossain, Muhammad E. H. Chowdhury, Mamun Bin Ibne Reaz +7

The electroencephalogram (EEG) and functional near-infrared spectroscopy (fNIRS) signals, highly non-stationary in nature, greatly suffers from motion artifacts while recorded usin…

cs.LG2022★ 1 cited

A machine learning-based severity prediction tool for diabetic sensorimotor polyneuropathy using Michigan neuropathy screening instrumentations

Fahmida Haque, Mamun B. I. Reaz, Muhammad E. H. Chowdhury +7

Background: Diabetic Sensorimotor polyneuropathy (DSPN) is a major long-term complication in diabetic patients associated with painful neuropathy, foot ulceration and amputation. T…

eess.IV2021★ 1 cited

A Machine Learning Model for Early Detection of Diabetic Foot using Thermogram Images

Amith Khandakar, Muhammad E. H. Chowdhury, Mamun Bin Ibne Reaz +7

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 i…