Browsing by Author "Chowdhury, Muhammad E.H."
Now showing items 1-20 of 79
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A comprehensive review of COVID-19 detection techniques: From laboratory systems to wearable devices
Alyafei, Khalid; Ahmed, Rashid; Abir, Farhan Fuad; Chowdhury, Muhammad E.H.; Naji, Khalid Kamal ( Elsevier , 2022 , Article Review)Screening of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) among symptomatic and asymptomatic patients offers unique opportunities for curtailing the transmission of novel coronavirus disease 2019, commonly ... -
A Lightweight Deep Learning Based Microwave Brain Image Network Model for Brain Tumor Classification Using Reconstructed Microwave Brain (RMB) Images
Hossain, Amran; Islam, Mohammad T.; Abdul Rahim, Sharul K.; Rahman, Md A.; Rahman, Tawsifur; Arshad, Haslina; Khandakar, Amit; Ayari, Mohamed A.; Chowdhury, Muhammad E. H.... more authors ... less authors ( MDPI , 2023 , Article)Computerized brain tumor classification from the reconstructed microwave brain (RMB) images is important for the examination and observation of the development of brain disease. In this paper, an eight-layered lightweight ... -
A mutual coupled concentric crossed-Line split ring resonator (CCSRR) based epsilon negative (ENG) metamaterial for Tri-band microwave applications
Shahidul Islam, Mohammad; Islam, Mohammad Tariqul; Mohd Sahar, Norsuzlin; Rmili, Hatem; Amin, Nowshad; Chowdhury, Muhammad E.H.... more authors ... less authors ( Elsevier , 2020 , Article)A metamaterial design and its analysis based on an epsilon negative concentric crossed-line split ring resonator (CCSRR) have been presented in this paper. The CCSRR unit cell structure is the amendment of the typical ... -
A nomogram-based diabetic sensorimotor polyneuropathy severity prediction using Michigan neuropathy screening instrumentations
Haque, Fahmida; Ibne Reaz, Mamun Bin; Chowdhury, Muhammad E.H.; Md Ali, Sawal Hamid; Ashrif A Bakar, Ahmad; Rahman, Tawsifur; Kobashi, Syoji; Dhawale, Chitra A.; Sobhan Bhuiyan, Mohammad Arif... more authors ... less authors ( Elsevier , 2021 , Article)Background: Diabetic Sensorimotor polyneuropathy (DSPN) is one of the major indelible complications in diabetic patients. Michigan neuropathy screening instrumentation (MNSI) is one of the most common screening techniques ... -
A Novel Machine Learning Approach for Severity Classification of Diabetic Foot Complications Using Thermogram Images
Khandakar, Amith; Chowdhury, Muhammad E. H.; Reaz, Mamun B.; Ali, Sawal H.; Kiranyaz, Serkan; Rahman, Tawsifur; Chowdhury, Moajjem H.; Ayari, Mohamed A.; Alfkey, Rashad; Bakar, Ahmad Ashrif A.; Malik, Rayaz A.; Hasan, Anwarul... more authors ... less authors ( MDPI , 2022 , Article)Diabetes mellitus (DM) is one of the most prevalent diseases in the world, and is correlated to a high index of mortality. One of its major complications is diabetic foot, leading to plantar ulcers, amputation, and death. ... -
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 ... -
A planar ultrawideband patch antenna array for microwave breast tumor detection
Hossain, Amran; Islam, Mohammad T.; Islam, Md. T.; Chowdhury, Muhammad E. H.; Rmili, Hatem; Samsuzzaman, Md.... more authors ... less authors ( MDPI AG , 2020 , Article)In this paper, a compact planar ultrawideband (UWB) antenna and an antenna array setup for microwave breast imaging are presented. The proposed antenna is constructed with a slotted semicircular-shaped patch and partial ... -
A portable electromagnetic head imaging system using metamaterial loaded compact directional 3d antenna
Shahidul Islam, Mohammad; Islam, Mohammad Tariqul; Hoque, Ahasanul; Islam, Md Tarikul; Amin, Nowshad; Chowdhury, Muhammad E. H.... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2021 , Article)A non-invasive, low-powered, and portable electromagnetic (EM) head imaging system is presented using metamaterial (MTM) loaded compact directional 3D antenna. The antenna consists of two slotted dipole elements with ... -
A Review and Analysis of the Effects of Colors of Light On the Performance of Solar Photovoltaic Panels
Abul Kashem, Saad Bin; Jayasinghe, Akila; Chowdhury, Muhammad E. H.; Khandakar, Amith; Ashraf, Azad; Kunju, A, Ansaruddin; Nashbat, Mohammad; Hasan-Zia, Mazar; Amin, Esmaeili Khalil Saraei; Tabassum, Mujahid; Ahmed, Saleem... more authors ... less authors ( Penerbit UTHM , 2022 , Article)Solar energy is quite simple as the energy can be obtained from the sun directly. Solar energy is categorized as one of the best renewable energy since it does not emit carbon dioxide and because of unlimited supports from ... -
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 ... -
A systematic approach to the design and characterization of a smart insole for detecting vertical ground reaction force (vGRF) in gait analysis
Tahir, Anas M.; Chowdhury, Muhammad E. H.; Khandakar, Amith; Al-Hamouz, Sara; Abdalla, Merna; Awadallah, Sara; Reaz, Mamun B.; Al-Emadi, Nasser... more authors ... less authors ( MDPI AG , 2020 , Article)Gait analysis is a systematic study of human locomotion, which can be utilized in various applications, such as rehabilitation, clinical diagnostics and sports activities. The various limitations such as cost, non-portability, ... -
A YOLOv3 Deep Neural Network Model to Detect Brain Tumor in Portable Electromagnetic Imaging System
Hossain, Amran; Islam, Mohammad Tariqul; Islam, Mohammad Shahidul; Chowdhury, Muhammad E. H.; Almutairi, Ali F.; Razouqi, Qutaiba A.; Misran, Norbahiah... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2021 , Article)This paper presents the detection of brain tumors through the YOLOv3 deep neural network model in a portable electromagnetic (EM) imaging system. YOLOv3 is a popular object detection model with high accuracy and improved ... -
An Internet of Things Based Smart Waste Management System Using LoRa and Tensorflow Deep Learning Model
Sheng, Teoh Ji; Islam, Mohammad Shahidul; Misran, Norbahiah; Baharuddin, Mohd Hafiz; Arshad, Haslina; Islam, Md. Rashedul; Chowdhury, Muhammad E. H.; Rmili, Hatem; Islam, Mohammad Tariqul... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2020 , Article)Traditional waste management system operates based on daily schedule which is highly inefficient and costly. The existing recycle bin has also proved its ineffectiveness in the public as people do not recycle their waste ... -
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 ... -
Angle-insensitive co-polarized metamaterial absorber based on equivalent circuit analysis for dual band WiFi applications
Hannan, Saif; Islam, Mohammad Tariqul; Faruque, Mohammad Rashed Iqbal; Chowdhury, Muhammad E. H.; Musharavati, Farayi ( Nature Research , 2021 , Article)A novel and systematic procedure to design a co-polarized electromagnetic metamaterial (MM) absorber with desired outputs and resonance frequencies for dual-band WiFi signal absorption is presented. The desired resonance ... -
Automated quantification of penile curvature using artificial intelligence
Abbas,Tariq O.; AbdelMoniem,Mohamed; Chowdhury,Muhammad E. H. ( Frontiers Media S.A. , 2022 , Article)Objective: To develop and validate an artificial intelligence (AI)-based algorithm for capturing automated measurements of Penile curvature (PC) based on 2-dimensional images. Materials and methods: Nine 3D-printed ... -
Automatic and Reliable Leaf Disease Detection Using Deep Learning Techniques
Chowdhury, Muhammad E. H.; Rahman, Tawsifur; Khandakar, Amith; Ayari, Mohamed A.; Khan, Aftab U.; Khan, Muhammad S.; Al-Emadi, Nasser; Reaz, Mamun B.; Islam, Mohammad T.; Ali, Sawal H.... more authors ... less authors ( MDPI , 2021 , Article)Plants are a major source of food for the world population. Plant diseases contribute to production loss, which can be tackled with continuous monitoring. Manual plant disease monitoring is both laborious and error-prone. ... -
Bangla Sign Language (BdSL) Alphabets and Numerals Classification Using a Deep Learning Model
Podder, Kanchon K.; Chowdhury, Muhammad E. H.; Tahir, Anas M.; Mahbub, Zaid B.; Khandakar, Amith; Hossain, Md S.; Kadir, Muhammad A.... more authors ... less authors ( MDPI , 2022 , Article)A real-time Bangla Sign Language interpreter can enable more than 200 k hearing and speech-impaired people to the mainstream workforce in Bangladesh. Bangla Sign Language (BdSL) recognition and detection is a challenging ... -
Biosignal time-series analysis
Kiranyaz, Serkan; Ince, Turker; Chowdhury, Muhammad E.H.; Degerli, Aysen; Gabbouj, Moncef ( Elsevier , 2022 , Book chapter)In this chapter, recent state-of-the-art techniques in biosignal time-series analysis will be presented. We shall start with the problem of patient-specific ECG beat classification where the objective is to discriminate ...