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Results for “"Mohammad Abu Yousuf"”

16+ results

Deep CNN-LSTM With Self-Attention Model for Human Activity Recognition Using Wearable Sensor

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Mst. Alema Khatun, Mohammad Abu Yousuf, Sabbir Ahmed, Md. Zia Uddin et al.

Journal: IEEE Journal of Translational Engineering in Health and MedicineYear: 2022Citations: 249

Human Activity Recognition (HAR) systems are devised for continuously observing human behavior - primarily in the fields of environmental compatibility, sports injury detection, senior care, rehabilitation, entertainment, and the surveillance in intelligent home settings. Inertial sensors, e.g., acc...

Physical SciencesComputer ScienceComputer Vision and Pattern RecognitionOpen Access
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Robust clinical applicable CNN and U-Net based algorithm for MRI classification and segmentation for brain tumor

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Atika Akter, Nazeela Nosheen, Sabbir Ahmed, Mariom Hossain et al.

Journal: Expert Systems with ApplicationsYear: 2023Citations: 242

Early diagnosis of brain tumors is critical for enhancing patient prognosis and treatment options, while accurate classification and segmentation of brain tumors are vital for developing personalized treatment strategies. Despite the widespread use of Magnetic Resonance Imaging (MRI) for brain exami...

Life SciencesNeuroscienceNeurologyOpen Access
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A classification of MRI brain tumor based on two stage feature level ensemble of deep CNN models

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Nahid Ferdous Aurna, Mohammad Abu Yousuf, Kazi Abu Taher, AKM Azad et al.

Journal: Computers in Biology and MedicineYear: 2022Citations: 192

The brain tumor is one of the deadliest cancerous diseases and its severity has turned it to the leading cause of cancer related mortality. The treatment procedure of the brain tumor depends on the type, location and size of the tumor. Relying solely on human inspection for precise categorization ca...

Life SciencesNeuroscienceNeurology
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LungNet: A hybrid deep-CNN model for lung cancer diagnosis using CT and wearable sensor-based medical IoT data

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Nuruzzaman Faruqui, Mohammad Abu Yousuf, Md Whaiduzzaman, AKM Azad et al.

Journal: Computers in Biology and MedicineYear: 2021Citations: 182

Lung cancer, also known as pulmonary cancer, is one of the deadliest cancers, but yet curable if detected at the early stage. At present, the ambiguous features of the lung cancer nodule make the computer-aided automatic diagnosis a challenging task. To alleviate this, we present LungNet, a novel hy...

Health SciencesMedicinePulmonary and Respiratory Medicine
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A dependable hybrid machine learning model for network intrusion detection

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Md. Alamin Talukder, Khondokar Fida Hasan, Md. Manowarul Islam, Md. Ashraf Uddin et al.

Journal: Journal of Information Security and ApplicationsYear: 2022Citations: 164

Network intrusion detection systems (NIDSs) play an important role in computer network security. There are several detection mechanisms where anomaly-based automated detection outperforms others significantly. Amid the sophistication and growing number of attacks, dealing with large amounts of data ...

Physical SciencesComputer ScienceComputer Networks and Communications
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Detection of lung cancer from CT image using image processing and neural network

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Mohammad Badrul Alam Miah, Mohammad Abu Yousuf

Year: 2015Citations: 130

Detection of lung cancer is the most interesting research area of researcher's in early stages. The proposed system is designed to detect lung cancer in premature stage in two stages. The proposed system consists of many steps such as image acquisition, preprocessing, binarization, thresholding, seg...

Health SciencesMedicinePulmonary and Respiratory Medicine
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A deep learning approach using effective preprocessing techniques to detect COVID-19 from chest CT-scan and X-ray images

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Md. Khabir Uddin Ahamed, Manowarul Islam, Ashraf Uddin, Arnisha Akhter et al.

Journal: Computers in Biology and MedicineYear: 2021Citations: 127

Coronavirus disease-19 (COVID-19) is a severe respiratory viral disease first reported in late 2019 that has spread worldwide. Although some wealthy countries have made significant progress in detecting and containing this disease, most underdeveloped countries are still struggling to identify COVID...

Health SciencesMedicineRadiology, Nuclear Medicine and ImagingOpen Access
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Highly sensitive open channel based PCF-SPR sensor for analyte refractive index sensing

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Nazrul Islam, Md. Faizul Huq Arif, Mohammad Abu Yousuf, Sayed Asaduzzaman

Journal: Results in PhysicsYear: 2023Citations: 116

The control of light in photonic crystal fiber (PCF) is a special characteristic that is obtained due to the relations between material and light. In this paper, a surface plasmon resonance (SPR) based PCF sensor is introduced with two open-channel which cover an extensive field of bio-detection app...

Physical SciencesEngineeringElectrical and Electronic EngineeringOpen Access
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SafetyMed: A Novel IoMT Intrusion Detection System Using CNN-LSTM Hybridization

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Nuruzzaman Faruqui, Mohammad Abu Yousuf, Md Whaiduzzaman, AKM Azad et al.

Journal: ElectronicsYear: 2023Citations: 93

The Internet of Medical Things (IoMT) has become an attractive playground to cybercriminals because of its market worth and rapid growth. These devices have limited computational capabilities, which ensure minimum power absorption. Moreover, the manufacturers use simplified architecture to offer a c...

Physical SciencesComputer ScienceSignal ProcessingOpen Access
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Pollution trends and ecological risks of heavy metal(loid)s in coastal zones of Bangladesh: A chemometric review

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Jannatun Nahar Jannat, Md Yousuf Mia, Most. Mastura Munia Farjana Jion, Md. Saiful Islam et al.

Journal: Marine Pollution BulletinYear: 2023Citations: 74

Heavy metal(loid)s inputs contribute to human and environmental stresses in the coastal zones of Bangladesh. Several studies have been conducted on metal(loid)s pollution in sediment, soil, and water in the coastal zones. However, they are sporadic, and no attempt has been made in coastal zones from...

Physical SciencesEnvironmental SciencePollution
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Permission-Based Blockchain with Proof of Authority for Secured Healthcare Data Sharing

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Nafiz Al Asad, Md. Tausif Elahi, Abdullah Al Hasan, Mohammad Abu Yousuf

Year: 2020Citations: 71

Electronic exchange of healthcare data between hospitals and institutions is limited by privacy, interoperability, and dependency on centralized data management systems. Sharing patients' data without their consent is a violation of the law and bears the risk of identity hack and misuse of healthcar...

Physical SciencesComputer ScienceInformation Systems
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Physicochemical, spectral, molecular docking and ADMET studies of Bisphenol analogues; A computational approach

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Monir Uzzaman, Md. Kamrul Hasan, Shafi Mahmud, Abu Yousuf et al.

Journal: Informatics in Medicine UnlockedYear: 2021Citations: 60

Bisphenols are widely used in polymer and packaging industries. But they are contaminating the environment and food chain by degradation, particularly affecting to the human endocrine system. Herein, we have investigated the physicochemical, spectral, biological and pharmacokinetic properties of som...

Physical SciencesComputer ScienceComputational Theory and MathematicsOpen Access
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Anaerobic Digestion of Kitchen Waste to Produce Biogas

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Salma A. Iqbal, Mohammad Shahinur Rahaman, Mizanur Rahman, Abu Yousuf

Journal: Procedia EngineeringYear: 2014Citations: 58

Kitchen waste (KW) can be utilized to produce biogas due to its high biodegradability, calorific value and nutritive value to microbes, which will reduce our dependency on fossil fuels. The research work was conducted to investigate the production ability of biogas as an alternative energy from KW w...

Physical SciencesEngineeringBuilding and ConstructionOpen Access
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Healthcare As a Service (HAAS): CNN-based cloud computing model for ubiquitous access to lung cancer diagnosis

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Nuruzzaman Faruqui, Mohammad Abu Yousuf, Faris Kateb, Md. Abdul Hamid et al.

Journal: HeliyonYear: 2023Citations: 56

The field of automated lung cancer diagnosis using Computed Tomography (CT) scans has been significantly advanced by the precise predictions offered by Convolutional Neural Network (CNN)-based classifiers. Critical areas of study include improving image quality, optimizing learning algorithms, and e...

Health SciencesMedicinePulmonary and Respiratory MedicineOpen Access
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A long-term trend in precipitation of different spatial regions of Bangladesh and its teleconnections with El Niño/Southern Oscillation and Indian Ocean Dipole

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Md. Kawser Ahmed, Mohammad Samsul Alam, Abu Hena Muhammad Yousuf, Md. Monirul Islam

Journal: Theoretical and Applied ClimatologyYear: 2016Citations: 56
Physical SciencesEnvironmental ScienceGlobal and Planetary Change
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