Browsing by Author "Hossain, Md. Shafayet"
Now showing items 1-5 of 5
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A Novel Non-Invasive Estimation of Respiration Rate from Motion Corrupted Photoplethysmograph Signal Using Machine Learning Model
Shuzan, Md. Nazmul Islam; Chowdhury, Moajjem Hossain; Hossain, Md. Shafayet; Chowdhury, Muhammad E. H.; Reaz, Mamun Bin Ibne; Uddin, Mohammad Monir; Khandakar, Amith; Mahbub, Zaid Bin; Ali, Sawal Hamid Md.... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2021 , Article)Respiratory ailments such as asthma, chronic obstructive pulmonary disease (COPD), pneumonia, and lung cancer are life-Threatening. Respiration rate (RR) is a vital indicator of the wellness of a patient. Continuous ... -
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 ... -
MLMRS-Net: Electroencephalography (EEG) motion artifacts removal using a multi-layer multi-resolution spatially pooled 1D signal reconstruction network
Mahmud, Sakib; Hossain, Md Shafayet; Chowdhury, Muhammad E. H.; Reaz, Mamun Bin Ibne ( Springer Science and Business Media Deutschland GmbH , 2022 , Article)Electroencephalogram (EEG) signals suffer substantially from motion artifacts when recorded in ambulatory settings utilizing wearable sensors. Because the diagnosis of many neurological diseases is heavily reliant on clean ... -
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 ... -
QCovSML: A reliable COVID-19 detection system using CBC biomarkers by a stacking machine learning model
Tawsifur, Rahman; Khandakar, Amith; Abir, Farhan Fuad; Faisal, Md Ahasan Atick; Hossain, Md Shafayet; Podder, Kanchon Kanti; Abbas, Tariq O.; Alam, Mohammed Fasihul; Kashem, Saad Bin; Islam, Mohammad Tariqul; Zughaier, Susu M.; Chowdhury, Muhammad E.H.... more authors ... less authors ( Elsevier , 2022 , Article)The reverse transcription-polymerase chain reaction (RT-PCR) test is considered the current gold standard for the detection of coronavirus disease (COVID-19), although it suffers from some shortcomings, namely comparatively ...