Search Results - "Chowdhury, Muhammad E.H."
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Exploring the effect of image enhancement techniques on COVID-19 detection using chest X-ray images
Published in Computers in biology and medicine (01-05-2021)“…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…”
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Transfer Learning with Deep Convolutional Neural Network (CNN) for Pneumonia Detection Using Chest X-ray
Published in Applied sciences (01-05-2020)“…Pneumonia is a life-threatening disease, which occurs in the lungs caused by either bacterial or viral infection. It can be life-endangering if not acted upon…”
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Estimating Blood Pressure from the Photoplethysmogram Signal and Demographic Features Using Machine Learning Techniques
Published in Sensors (Basel, Switzerland) (01-06-2020)“…Hypertension is a potentially unsafe health ailment, which can be indicated directly from the blood pressure (BP). Hypertension always leads to other health…”
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Real-Time Smart-Digital Stethoscope System for Heart Diseases Monitoring
Published in Sensors (Basel, Switzerland) (20-06-2019)“…One of the major causes of death all over the world is heart disease or cardiac dysfunction. These diseases could be identified easily with the variations in…”
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5
Targeting SARS-CoV2 Spike Protein Receptor Binding Domain by Therapeutic Antibodies
Published in Biomedicine & pharmacotherapy (01-10-2020)“…As the number of people infected with the newly identified 2019 novel coronavirus (SARS-CoV2) is continuously increasing every day, development of potential…”
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6
Design and parametric analysis of a wide-angle polarization-insensitive metamaterial absorber with a star shape resonator for optical wavelength applications
Published in Results in physics (01-09-2020)“…•Three-layer metamaterial absorber with sandwiched metal-dielectric-metal structure.•Good impedance match with plasmonic resonance characteristics.•96.77%…”
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Portable System for Monitoring and Controlling Driver Behavior and the Use of a Mobile Phone While Driving
Published in Sensors (Basel, Switzerland) (31-03-2019)“…There is an utmost requirement for technology to control a driver's phone while driving, which will prevent the driver from being distracted and thus saving…”
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Novel and robust machine learning approach for estimating the fouling factor in heat exchangers
Published in Energy reports (01-11-2022)“…The fouling factor (Rf) is an operating index for measuring an undesirable effect of solids’ deposition on the heat transfer ability of heat exchangers…”
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Cross coupled interlinked split ring resonator based epsilon negative metamaterial with high effective medium ratio for multiband satellite and radar communications
Published in Results in physics (01-09-2020)“…•A novel cross coupled interlinked split ring resonator (CCI-SRR) based epsilon negative (ENG) metamaterial has been designed for multi band microwave…”
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10
A novel dataset of Gupta archer type coins for machine learning-based classification
Published in Data in brief (01-12-2024)“…In the field of numismatics, classifying ancient coins, especially those that have diverse information and cultural heritage is a difficult task. Machine…”
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A mutual coupled concentric crossed-Line split ring resonator (CCSRR) based epsilon negative (ENG) metamaterial for Tri-band microwave applications
Published in Results in physics (01-09-2020)“…•A novel concentric crossed-line split ring resonator based ENG metamaterial has been designed for microwave applications.•The unique CCSRR provides three…”
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Sensor-based microwave brain imaging system (SMBIS): An experimental six-layered tissue based human head phantom model for brain tumor diagnosis using electromagnetic signals
Published in Engineering science and technology, an international journal (01-09-2023)“…The paper presents the preparation and measurement of six-layered human head phantoms for the sensor-based microwave brain imaging system (SMBIS) for the…”
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13
Self-ChakmaNet: A deep learning framework for indigenous language learning using handwritten characters
Published in Egyptian informatics journal (01-12-2023)“…According to UNESCO's Atlas of the World's Languages in Danger, 40% of the languages today are counted as endangered in the future. Indigenous languages are…”
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Wearable Ultrasound Devices for Continuous Health Monitoring: Current and Future Prospects
Published in 2024 IEEE 8th Energy Conference (ENERGYCON) (04-03-2024)“…Advancements in wearable electronics and portable sensors have enabled long-term and real-time health monitoring. Among these advancements, wearable ultrasound…”
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Conference Proceeding -
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Convolutional Sparse Support Estimator-Based COVID-19 Recognition From X-Ray Images
Published in IEEE transaction on neural networks and learning systems (01-05-2021)“…Coronavirus disease (COVID-19) has been the main agenda of the whole world ever since it came into sight. X-ray imaging is a common and easily accessible tool…”
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Robust Peak Detection for Holter ECGs by Self-Organized Operational Neural Networks
Published in IEEE transaction on neural networks and learning systems (01-11-2023)“…Although numerous R-peak detectors have been proposed in the literature, their robustness and performance levels may significantly deteriorate in low-quality…”
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Can AI Help in Screening Viral and COVID-19 Pneumonia?
Published in IEEE access (2020)“…Coronavirus disease (COVID-19) is a pandemic disease, which has already caused thousands of causalities and infected several millions of people worldwide. Any…”
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Deep learning techniques for liver and liver tumor segmentation: A review
Published in Computers in biology and medicine (01-08-2022)“…Liver and liver tumor segmentation from 3D volumetric images has been an active research area in the medical image processing domain for the last few decades…”
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Robust R-Peak Detection in Low-Quality Holter ECGs Using 1D Convolutional Neural Network
Published in IEEE transactions on biomedical engineering (01-01-2022)“…Objective: Noise and low quality of ECG signals acquired from Holter or wearable devices deteriorate the accuracy and robustness of R-peak detection…”
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COVID-19 infection localization and severity grading from chest X-ray images
Published in Computers in biology and medicine (01-12-2021)“…The immense spread of coronavirus disease 2019 (COVID-19) has left healthcare systems incapable to diagnose and test patients at the required rate. Given the…”
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