تصفح حسب المؤلف "Chowdhury, Muhammad E."
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A grounded coplanar waveguide-based slotted inverted delta-shaped wideband antenna for microwave head imaging
Hossain, Amran; Islam, Mohammad Tariqul; Chowdhury, Muhammad E. H.; Samsuzzaman, Md. ( Institute of Electrical and Electronics Engineers Inc. , 2020 , Article)A wideband grounded coplanar waveguide (GCPW) based patch antenna for head imaging is discussed in this paper. The proposed antenna is integrated with a slotted inverted delta-shaped main radiating patch, coplanar waveguide ... -
A low-cost closed-loop solar tracking system based on the sun position algorithm
Chowdhury, Muhammad E. H.; Khandakar, Amith; Hossain, Belayat; Abouhasera, Rayaan ( Hindawi Limited , 2019 , Article)Sun position and the optimum inclination of a solar panel to the sun vary over time throughout the day. A simple but accurate solar position measurement system is essential for maximizing the output power from a solar panel ... -
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 ... -
A New Wearable ECG Monitor Evaluation and Experimental Analysis: Proof of Concept
Abualsaud, Khalid; Chowdhury, Muhammad E. H.; Gehani, Abdurrazzak; Yaacoub, Elias; Khattab, Tamer; Hammad, Jamal... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2020 , Conference Paper)Electrocardiogram (ECG) is an electrical activity of the heart, which can be recorded by placing electrodes near heart or on the limbs. ECG is a vital body signal, which reflects the heart health condition. This paper ... -
A smartphone-interfaced, low-cost colorimetry biosensor for selective detection of bronchiectasis via an artificial neural network
Sha, Mizaj Shabil; Maurya, Muni Raj; Chowdhury, Muhammad E. H.; Muthalif, Asan G. A.; Al-Maadeed, Somaya; Sadasivuni, Kishor Kumar... more authors ... less authors ( Royal Society of Chemistry , 2022 , Article)Exhaled breath (EB) contains several macromolecules that can be exploited as biomarkers to provide clinical information about various diseases. Hydrogen peroxide (H2O2) is a biomarker because it indicates bronchiectasis ... -
A Biomarker Based Severity Progression Indicator for COVID-19: The Kuwait Prognosis Indicator Score.
Jamal, Mohammad H; Doi, Suhail A; AlYouha, Sarah; Almazeedi, Sulaiman; Al-Haddad, Mohannad; Al-Muhaini, Ali; Al-Ghimlas, Fahad; Chowdhury, Muhammad E; Al-Sabah, D Salman... more authors ... less authors ( Taylor and Francis , 2020 , Article)COVID-19 is a worldwide pandemic that is mild in most patients but can result in a pneumonia like illness with progression to acute respiratory distress syndrome and death. Predicting the disease severity at time of diagnosis ... -
Brain mr image enhancement for tumor segmentation using 3d u-net
Ullah, Faizad; Ansari, Shahab U.; Hanif, Muhammad; Ayari, Mohamed A.; Chowdhury, Muhammad E.; Khandakar, Amith A.; Khan, Muhammad S.... more authors ... less authors ( MDPI , 2021 , Article)MRI images are visually inspected by domain experts for the analysis and quantification of the tumorous tissues. Due to the large volumetric data, manual reporting on the images is subjective, cumbersome, and error prone. ... -
Case Study of Multi-Course Project-Based Learning and Online Assessment in Electrical Engineering Courses during COVID-19 Pandemic
Khandakar, Amith; Chowdhury, Muhammad E. H.; Khalid, Md. S.; Zorba, Nizar ( MDPI , 2022 , Article)Due to the COVID-19 pandemic, there was an urgent need to move to online teaching and develop innovative teaching techniques to ensure that student learning outcomes (SOs) were fulfilled. This paper tries to answer the ... -
Case study to analyze the impact of multi-course project-based learning approach on education for sustainable development
Khandakar, Amith; Chowdhury, Muhammad E.; Gonzales, Antonio Jr. San Pedro; Touati, Farid; Emadi, Nasser A.; Ayari, Mohamed A.... more authors ... less authors ( MDPI , 2020 , Article)This work presents a multi-course project-based learning (MPL) approach implemented using two electrical engineering (EE) interdisciplinary undergraduate courses at Qatar University. Implementing an MPL approach helps in ... -
Design, construction and testing of iot based automated indoor vertical hydroponics farming test-bed in qatar
Chowdhury, Muhammad E.H.; Khandakar, Amith; Ahmed, Saba; Al-Khuzaei, Fatima; Hamdalla, Jalaa; Haque, Fahmida; Reaz, Mamun Bin Ibne; Shafei, Ahmed Al; Al-Emadi, Nasser... more authors ... less authors ( MDPI , 2020 , Article)Growing plants in the gulf region can be challenging as it is mostly desert, and the climate is dry. A few species of plants have the capability to grow in such a climate. However, those plants are not suitable as a food ... -
Differentiation and classification of bacterial endotoxins based on surface enhanced Raman scattering and advanced machine learning
Yang, Yanjun; Xu, Beibei; Haverstick, James; Ibtehaz, Nabil; Muszyński, Artur; Chen, Xianyan; Chowdhury, Muhammad E.H.; Zughaier, Susu M.; Zhao, Yiping... more authors ... less authors ( Royal Society of Chemistry , 2022 , Article)Bacterial endotoxin, a major component of the Gram-negative bacterial outer membrane leaflet, is a lipopolysaccharide shed from bacteria during their growth and infection and can be utilized as a biomarker for bacterial ... -
Driver Drowsiness Detection Study using Heart Rate Variability analysis in Virtual Reality Environment
Chowdhury, Muhammad E.H.; El Beheri, Samir Hussein; Albardawil, Mohammed Nabil; Moustafa, Ahmed Khaled Mohamed Nageb; Halabi, Osama; Kiranyaz, Mustafa Serkan... more authors ... less authors ( Hamad bin Khalifa University Press (HBKU Press) , 2018 , Conference Paper)Introduction Mobility and road safety is one of the grand challenges that Qatar is facing during the last decade. There are many ways to enhance the road safety. One way is to characterize the factors contributing to the ... -
An Early Warning Tool for Predicting Mortality Risk of COVID-19 Patients Using Machine Learning
Chowdhury, Muhammad E.H.; Rahman, Tawsifur; Khandakar, Amith; Al-Madeed, Somaya; Zughaier, Susu M.; Doi, Suhail A.R.; Hassen, Hanadi; Islam, Mohammad T.... more authors ... less authors ( Springer , 2021 , Article)COVID-19 pandemic has created an extreme pressure on the global healthcare services. Fast, reliable, and early clinical assessment of the severity of the disease can help in allocating and prioritizing resources to reduce ... -
Exploring the effect of image enhancement techniques on COVID-19 detection using chest X-ray images
Tawsifur, Rahman; Khandakar, Amith; Qiblawey, Yazan; Tahir, Anas; Kiranyaz, Serkan; Abul Kashem, Saad Bin; Islam, Mohammad Tariqul; Al Maadeed, Somaya; Zughaier, Susu M.; Khan, Muhammad Salman; Chowdhury, Muhammad E.H.... more authors ... less authors ( Elsevier , 2021 , Article)Computer-aided diagnosis for the reliable and fast detection of coronavirus disease (COVID-19) has become a necessity to prevent the spread of the virus during the pandemic to ease the burden on the healthcare system. Chest ... -
Genomic landscape of prominent XDR Acinetobacter clonal complexes from Dhaka, Bangladesh
Rahman, Aura; Styczynski, Ashley; Khaleque, Abdul; Hossain, Sakib Abrar; Sadique, Abdus; Hossain, Arman; Jain, Mukesh; Tabassum, Syeda Naushin; Khan, Fahad; Bhuiyan, Mohammad Sami Salman; Alam, Jahidul; Khandakar, Amith; Kamruzzaman, Mohammad; Ahsan, Chowdhury Rafiqul; Kashem, Saad Bin Abul; Chowdhury, Muhammad E. H.; Hossain, Maqsud... more authors ... less authors ( BioMed Central Ltd , 2022 , Article)Background: Acinetobacter calcoaceticus-A. baumannii (ACB) complex pathogens are known for their prevalence in nosocomial infections and extensive antimicrobial resistance (AMR) capabilities. While genomic studies worldwide ... -
Machine learning and discriminant function analysis in the formulation of generic models for sex prediction using patella measurements
Bidmos, Mubarak A.; Olateju, Oladiran I.; Latiff, Sabiha; Rahman, Tawsifur; Chowdhury, Muhammad E.H. ( Springer Nature , 2022 , Article)Sex prediction from bone measurements that display sexual dimorphism is one of the most important aspects of forensic anthropology. Some bones like the skull and pelvis display distinct morphological traits that are based ... -
Machine learning based photovoltaics (PV) power prediction using different environmental parameters of Qatar
Khandakar , Amith; Chowdhury, Muhammad E. H.; Kazi, Monzure- Khoda; Benhmed , Kamel; Touati , Farid; Al-Hitmi, Mohammed; Gonzales , Antonio Jr S. P.... more authors ... less authors ( MDPI AG , 2019 , Article)Photovoltaics (PV) output power is highly sensitive to many environmental parameters and the power produced by the PV systems is significantly affected by the harsh environments. The annual PV power density of around 2000 ... -
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 ... -
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 ... -
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 ...