تصفح حسب المؤلف "Mahmud, Sakib"
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A Review of Biomaterials and Associated Performance Metrics Analysis in Pre-Clinical Finite Element Model and in Implementation Stages for Total Hip Implant System
Soliman, Md M.; Chowdhury, Muhammad E. H.; Islam, Mohammad T.; Musharavati, Farayi; Nabil, Mohammad; Hafizh, Muhammad; Khandakar, Amith; Mahmud, Sakib; Nezhad, Erfan Z.; Shuzan, Md N.; Abir, Farhan F.... more authors ... less authors ( MDPI , 2022 , Article Review)Total hip replacement (THR) is a common orthopedic surgery technique that helps thousands of individuals to live normal lives each year. A hip replacement replaces the shattered cartilage and bone with an implant. Most hip ... -
A Shallow U-Net Architecture for Reliably Predicting Blood Pressure (BP) from Photoplethysmogram (PPG) and Electrocardiogram (ECG) Signals
Mahmud, Sakib; Ibtehaz, Nabil; Khandakar, Amith; Tahir, Anas M.; Rahman, Tawsifur; Islam, Khandaker R.; Hossain, Md S.; Rahman, M. S.; Musharavati, Farayi; Ayari, Mohamed A.; Islam, Mohammad T.; Chowdhury, Muhammad E. H.... more authors ... less authors ( MDPI , 2022 , Article)Cardiovascular diseases are the most common causes of death around the world. To detect and treat heart-related diseases, continuous blood pressure (BP) monitoring along with many other parameters are required. Several ... -
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 ... -
Deep Learning Framework for Liver Segmentation from T1-Weighted MRI Images
Hossain, Md Sakib Abrar; Gul, Sidra; Chowdhury, Muhammad E.H.; Khan, Muhammad Salman; Sumon, Md Shaheenur Islam; Bhuiyan, Enamul Haque; Khandakar, Amith; Hossain, Maqsud; Sadique, Abdus; Al-Hashimi, Israa; Ayari, Mohamed Arselene; Mahmud, Sakib; Alqahtani, Abdulrahman... more authors ... less authors ( Multidisciplinary Digital Publishing Institute (MDPI) , 2023 , Article)The human liver exhibits variable characteristics and anatomical information, which is often ambiguous in radiological images. Machine learning can be of great assistance in automatically segmenting the liver in radiological ... -
DEEP LEARNING TECHNIQUES FOR KIDNEY DISEASE DETECTION
MAHMUD, SAKIB (2023 , Master Thesis)Around 10% of the world's population gets affected by Chronic Kidney Diseases or CKDs at some point in their lives and millions die each year due to not having access to affordable treatments and clinical facilities. During ... -
Deep learning-based middle cerebral artery blood flow abnormality detection using flow velocity waveform derived from transcranial Doppler ultrasound
Kanchon, Kanti Podder; Chowdhury, Muhammad E.H.; Al-Maadeed, Somaya; Nasrin Nisha, Naima; Mahmud, Sakib; Hamadelneil, Fatema; Almkhlef, Taif; Aljofairi, Hind; Mushtak, Adam; Khandakar, Amith; Zughaier, Susu... more authors ... less authors ( Elsevier , 2023 , Article)Since the brain is unlike any other organ in that it cannot store energy and has a high metabolic demand, constant blood flow is essential for healthy brain function. The maximum flow velocity waveform that is produced by ... -
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 ... -
Design and Performance Evaluation of a Novel Spiral Head-Stem Trunnion for Hip Implants Using Finite Element Analysis
Soliman, Md M.; Chowdhury, Muhammad E. H.; Islam, Mohammad T.; Musharavati, Farayi; Mahmud, Sakib; Hafizh, Muhammad; Ayari, Mohamed A.; Khandakar, Amith; Alam, Mohammad K.; Nezhad, Erfan Z.... more authors ... less authors ( MDPI , 2023 , Article)With an expectation of an increased number of revision surgeries and patients receiving orthopedic implants in the coming years, the focus of joint replacement research needs to be on improving the mechanical properties ... -
Fetal ECG extraction from maternal ECG using deeply supervised LinkNet++ model
Arafat, Rahman; Mahmud, Sakib; Chowdhury, Muhammad E.H.; Yalcin, Huseyin Cagatay; Khandakar, Amith; Mutlu, Onur; Mahbub, Zaid Bin; Kamal, Reema Yousef; Pedersen, Shona... more authors ... less authors ( Elsevier , 2023 , Article)Fetal heart monitoring and early disease detection using non-invasive fetal electrocardiograms (fECG) can help substantially to reduce infant death through improved diagnosis of Coronary Heart Disease (CHD) in the fetus. ... -
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 ... -
HipXNet: Deep Learning Approaches to Detect Aseptic Loos-Ening of Hip Implants Using X-Ray Images
Rahman, Tawsifur; Khandakar, Amith; Islam, Khandaker Reajul; Soliman, Md Mohiuddin; Islam, Mohammad Tariqul; Elsayed, Ahmed; Qiblawey, Yazan; Mahmud, Sakib; Rahman, Ashiqur; Musharavati, Farayi; Zalnezhad, Erfan; Chowdhury, Muhammad E. H.... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2022 , Article)Radiographic images are commonly used to detect aseptic loosening of the hip implant in patients with total hip replacement (THR) surgeries. These techniques of manual assessment by medical professionals can suffer from ... -
Lightweight End-to-End Deep Learning Solution for Estimating the Respiration Rate from Photoplethysmogram Signal
Chowdhury, Moajjem H.; Shuzan, Md N.; Chowdhury, Muhammad E. H.; Reaz, Mamun B.; Mahmud, Sakib; Al Emadi, Nasser; Ayari, Mohamed A.; Ali, Sawal H.; Bakar, Ahmad Ashrif A.; Rahman, Syed M.; Khandakar, Amith... more authors ... less authors ( MDPI , 2022 , Article)Respiratory ailments are a very serious health issue and can be life-threatening, especially for patients with COVID. Respiration rate (RR) is a very important vital health indicator for patients. Any abnormality in this ... -
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 ... -
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 ... -
A novel deep learning technique for morphology preserved fetal ECG extraction from mother ECG using 1D-CycleGAN
Promit, Basak; Nazmus Sakib, A.H.M; Chowdhury, Muhammad E.H.; Al-Emadi, Nasser; Cagatay Yalcin, Huseyin; Pedersen, Shona; Mahmud, Sakib; Kiranyaz, Serkan; Al-Maadeed, Somaya... more authors ... less authors ( Elsevier , 2024 , Article)The non-invasive fetal electrocardiogram (fECG) enables easy detection of developing heart abnormalities, leading to a significant reduction in infant mortality rate and post-natal complications. Due to the overlapping of ... -
PCovNet: A presymptomatic COVID-19 detection framework using deep learning model using wearables data
Abir, Farhan Fuad; Alyafei, Khalid; Chowdhury, Muhammad E.H.; Khandakar, Amith; Ahmed, Rashid; Hossain, Muhammad Maqsud; Mahmud, Sakib; Rahman, Ashiqur; Abbas, Tareq O.; Zughaier, Susu M.; Naji, Khalid Kamal... more authors ... less authors ( Elsevier , 2022 , Article)While the advanced diagnostic tools and healthcare management protocols have been struggling to contain the COVID-19 pandemic, the spread of the contagious viral pathogen before the symptom onset acted as the Achilles' ... -
PPG2ABP: Translating Photoplethysmogram (PPG) Signals to Arterial Blood Pressure (ABP) Waveforms
Ibtehaz, Nabil; Mahmud, Sakib; Chowdhury, Muhammad E. H.; Khandakar, Amith; Salman Khan, Muhammad; Ayari, Mohamed A.; Tahir, Anas M.; Rahman, M. S.... more authors ... less authors ( MDPI , 2022 , Article)Cardiovascular diseases are one of the most severe causes of mortality, annually taking a heavy toll on lives worldwide. Continuous monitoring of blood pressure seems to be the most viable option, but this demands an ... -
Surface Acoustic Wave (SAW) Sensors for Hip Implant: A Numerical and Computational Feasibility Investigation Using Finite Element Methods
Hafizh, Muhammad; Soliman, Md M.; Qiblawey, Yazan; Chowdhury, Muhammad E. H.; Islam, Mohammad T.; Musharavati, Farayi; Mahmud, Sakib; Khandakar, Amith; Nabil, Mohammad; Nezhad, Erfan Z.... more authors ... less authors ( MDPI , 2023 , Article)In this paper, a surface acoustic wave (SAW) sensor for hip implant geometry was proposed for the application of total hip replacement. A two-port SAW device was numerically investigated for implementation with an operating ... -
Towards next generation cannulation simulators
Mahmoud, Abdulrahman; Khurshid, Uzair; Abducarim, Aiman; Mahmud, Sakib; Abdallah, Omrane; Mohamed, Elshaikh; Alsalemi, Abdullah; Bensaali, Faycal; Amira, Abbes; Hssain, Ali Ait; Alinier, Guillaume; Hassan, Ibrahim... more authors ... less authors ( Hamad bin Khalifa University Press (HBKU Press) , 2020 , Article)Background: Cannulation, in extracorporeal membrane oxygenation (ECMO), is the act of inserting a cannula through the body1. For femoral veins, femoral arteries, and the jugular vein, the cannula stops at the inferior vena ...