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Results for “"Amir Hussain"”

16+ results

Applications of Deep Learning and Reinforcement Learning to Biological Data

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Mufti Mahmud, M. Shamim Kaiser, Amir Hussain, Stefano Vassanelli

Journal: IEEE Transactions on Neural Networks and Learning SystemsYear: 2018Citations: 870

Rapid advances in hardware-based technologies during the past decades have opened up new possibilities for life scientists to gather multimodal data in various application domains, such as omics, bioimaging, medical imaging, and (brain/body)-machine interfaces. These have generated novel opportuniti...

Physical SciencesComputer ScienceArtificial IntelligenceOpen Access
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Deep learning in mining biological data

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Mufti Mahmud, M. Shamim Kaiser, T.M. McGinnity, Amir Hussain

Journal: Nottingham Trent University's Institutional Repository (Nottingham Trent Repository)Year: 2021Citations: 439

Recent technological advancements in data acquisition tools allowed life scientists to acquire multimodal data from different biological application domains. Categorized in three broad types (i.e. images, signals, and sequences), these data are huge in amount and complex in nature. Mining such enorm...

Life SciencesBiochemistry, Genetics and Molecular BiologyMolecular BiologyOpen Access
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A Brain-Inspired Trust Management Model to Assure Security in a Cloud Based IoT Framework for Neuroscience Applications

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Mufti Mahmud, M. Shamim Kaiser, M. Mostafizur Rahman, Muhammad Arifur Rahman et al.

Journal: Cognitive ComputationYear: 2018Citations: 174

Rapid advancement of Internet of Things (IoT) and cloud computing enables neuroscientists to collect multilevel and multichannel brain data to better understand brain functions, diagnose diseases, and devise treatments. To ensure secure and reliable data communication between end-to-end (E2E) device...

Physical SciencesEngineeringElectrical and Electronic EngineeringOpen Access
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<i>i</i> Worksafe: Towards Healthy Workplaces During COVID-19 With an Intelligent Phealth App for Industrial Settings

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M. Shamim Kaiser, Mufti Mahmud, Manan Binth Taj Noor, Nusrat Zerin Zenia et al.

Journal: IEEE AccessYear: 2021Citations: 86

The recent outbreak of the novel Coronavirus Disease (COVID-19) has given rise to diverse health issues due to its high transmission rate and limited treatment options. Almost the whole world, at some point of time, was placed in lock-down in an attempt to stop the spread of the virus, with resultin...

Physical SciencesMathematicsModeling and SimulationOpen Access
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A Neuro-Fuzzy Control System Based on Feature Extraction of Surface Electromyogram Signal for Solar-Powered Wheelchair

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M. Shamim Kaiser, Zamshed I. Chowdhury, Shamim Al Mamun, Amir Hussain et al.

Journal: Cognitive ComputationYear: 2016Citations: 77
Life SciencesNeuroscienceCognitive NeuroscienceOpen Access
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Knowledge and preventive behaviors regarding COVID-19 in Bangladesh: A nationwide distribution

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Ismail Hosen, Amir H. Pakpour, Najmuj Sakib, Nur Hussain et al.

Journal: PLoS ONEYear: 2021Citations: 71

Assessing individuals' knowledge and preventive behaviors towards the Coronavirus Disease of 2019 (COVID-19) is essential for the related public health surveillance strategies. Although some of the studies were conducted in Bangladesh, none of these studies considered the geographical distribution o...

Social SciencesPsychologyClinical PsychologyOpen Access
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Potential health and economic impacts of dexamethasone treatment for patients with COVID-19

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Ricardo Aguás, Adam Mahdi, Rima Shretta, Peter Horby et al.

Journal: Nature CommunicationsYear: 2021Citations: 68

Dexamethasone can reduce mortality in hospitalised COVID-19 patients needing oxygen and ventilation by 18% and 36%, respectively. Here, we estimate the potential number of lives saved and life years gained if this treatment were to be rolled out in the UK and globally, as well as the cost-effectiven...

Health SciencesMedicineInfectious DiseasesOpen Access
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A Modified Design of a Hexagonal Circular Photonic Crystal Fiber with Large Negative Dispersion Properties and Ultrahigh Birefringence for Optical Broadband Communication

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Shovasis Kumar Biswas, Rishad Arfin, Ashfia Binte Habib, Solaiman Amir et al.

Journal: PhotonicsYear: 2019Citations: 42

In this paper, we propose a modified design of a hexagonal circular photonic crystal fiber (HC-PCF) which obtains a large negative dispersion and ultrahigh birefringence simultaneously. The optical properties of the proposed HC-PCF were investigated using the finite element method (FEM) incorporated...

Physical SciencesEngineeringElectrical and Electronic EngineeringOpen Access
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Human Skin Diseases Detection and Classification using CNN

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Shamim Ahmed, MD. Abiduzzaman, Mahedi Hasan Rajib, Rafat Rahaman et al.

Year: 2023Citations: 26

Recently skin disease has turned into a threat to normal human life when it becomes cancer. If there do any negligible steps during treatment it will become severe and also may cause the reason of human death. So, necessary steps in an early stage of the diagnosis are mandatory to avoid the worst sc...

Health SciencesMedicineOncology
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Molecular Analysis of Glucose-6-Phosphate Dehydrogenase Gene Mutations in Bangladeshi Individuals

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Suprovath Kumar Sarker, Md Tarikul Islam, Grace Eckhoff, Mohammad Amir Hossain et al.

Journal: PLoS ONEYear: 2016Citations: 22

Glucose-6-phosphate dehydrogenase (G6PD) deficiency is a common X-linked human enzyme defect of red blood cells (RBCs). Individuals with this gene defect appear normal until exposed to oxidative stress which induces hemolysis. Consumption of certain foods such as fava beans, legumes; infection with ...

Health SciencesMedicinePediatrics, Perinatology and Child HealthOpen Access
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Prevalence of nephropathy among diabetic patients in North American region: A systematic review and meta-analysis

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Sabahat Zahra, Muhammad Khurram Saleem, Khawaja Faizan Ejaz, Amna Akbar et al.

Journal: MedicineYear: 2024Citations: 20

BACKGROUND: Nephropathy is one of the most common microvascular impediments of diabetes mellitus. In this study, we aimed to estimate the prevalence of nephropathy in diabetic patients across the North American region. METHODS: Eligible studies were screened out from 3 electronic databases, for exam...

Health SciencesMedicineNephrologyOpen Access
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Deep Learning in Mining Biological Data

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Mufti Mahmud, Maximilian Kaiser, T. Martin McGinnity, Amir Hussain

Journal: Cognitive ComputationYear: 2021Citations: 17

Recent technological advancements in data acquisition tools allowed life scientists to acquire multimodal data from different biological application domains. Categorized in three broad types (i.e. images, signals, and sequences), these data are huge in amount and complex in nature. Mining such enorm...

Life SciencesBiochemistry, Genetics and Molecular BiologyMolecular BiologyOpen Access
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Genomic landscape of NDM-1 producing multidrug-resistant Providencia stuartii causing burn wound infections in Bangladesh

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Spencer Mark Mondol, Israt Islam, M. Rafiul Islam, Shahriar Kabir Shakil et al.

Journal: Scientific ReportsYear: 2024Citations: 16

Abstract The increasing antimicrobial resistance in Providencia stuartii ( P. stuartii ) worldwide, particularly concerning for immunocompromised and burn patients, has raised concern in Bangladesh, where the significance of this infectious opportunistic pathogen had been previously overlooked, prom...

Life SciencesBiochemistry, Genetics and Molecular BiologyMolecular MedicineOpen Access
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High resolution melting curve analysis enables rapid and reliable detection of G6PD variants in heterozygous females

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Md Tarikul Islam, Suprovath Kumar Sarker, Shezote Talukder, Golam Sarower Bhuyan et al.

Journal: BMC GeneticsYear: 2018Citations: 15

BACKGROUND: Like glucose-6-phosphate dehydrogenase (G6PD) deficient hemizygous males and homozygous females, heterozygous females could also manifest hemolytic crisis, neonatal hyperbilirubinemia or kernicterus upon exposure to oxidative stress induced by certain foods such as fava beans, drugs or i...

Health SciencesMedicinePediatrics, Perinatology and Child HealthOpen Access
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Service Oriented Architecture Based Web Application Model for Collaborative Biomedical Signal Analysis

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Mufti Mahmud, Mostafijur Rahman, Davide Travalin, Paweł Raif et al.

Journal: Biomedizinische Technik/Biomedical EngineeringYear: 2012Citations: 15

The rapid growth in availability of new biomedical systems and devices capable of acquiring biosignals for disease diagnosis and health monitoring require rigorous processing. Biomedical research by nature depends on integrated problem solving software environment and often involves people located a...

Life SciencesBiochemistry, Genetics and Molecular BiologyMolecular BiologyOpen Access
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