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Results for “"Abu Shamim Mohammad Arif"”

16+ results

Severity Classification of Diabetic Retinopathy Using an Ensemble Learning Algorithm through Analyzing Retinal Images

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Niloy Sikder, Mehedi Masud, Anupam Kumar Bairagi, Abu Shamim Mohammad Arif et al.

Journal: SymmetryYear: 2021Citations: 143

Diabetic Retinopathy (DR) refers to the damages endured by the retina as an effect of diabetes. DR has become a severe health concern worldwide, as the number of diabetes patients is soaring uncountably. Periodic eye examination allows doctors to detect DR in patients at an early stage to initiate p...

Health SciencesMedicineRadiology, Nuclear Medicine and ImagingOpen Access
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Antiviral peptides against the main protease of SARS-CoV-2: A molecular docking and dynamics study

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Shafi Mahmud, Suvro Biswas, Gobindo Kumar Paul, Mohasana Akter Mita et al.

Journal: Arabian Journal of ChemistryYear: 2021Citations: 86

The recent coronavirus outbreak has changed the world's economy and health sectors due to the high mortality and transmission rates. Because the development of new effective vaccines or treatments against the virus can take time, an urgent need exists for the rapid development and design of new drug...

Physical SciencesComputer ScienceComputational Theory and MathematicsOpen Access
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Depression Analysis from Social Media Data in Bangla Language using Long Short Term Memory (LSTM) Recurrent Neural Network Technique

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Abdul Hasib Uddin, Durjoy Bapery, Abu Shamim Mohammad Arif

Journal: 2019 International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering (IC4ME2)Year: 2019Citations: 68

Human emotions like depression are inner sentiments of human beings which expose actual behaviors of a person. Analyzing and determining these type of emotions from people's social activities in virtual world can be very helpful to understand their behaviors. Existing approaches may be useful for an...

Physical SciencesComputer ScienceArtificial Intelligence
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Human Activity Recognition Using Multichannel Convolutional Neural Network

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Niloy Sikder, Md. Sanaullah Chowdhury, Abu Shamim Mohammad Arif, Abdullah-Al Nahid

Year: 2019Citations: 64

Human Activity Recognition (HAR) simply refers to the capacity of a machine to perceive human actions. HAR is a prominent application of advanced Machine Learning and Artificial Intelligence techniques that utilize computer vision to understand the semantic meanings of heterogeneous human actions. T...

Physical SciencesComputer ScienceComputer Vision and Pattern RecognitionOpen Access
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Effect of vitamin D, calcium and multiple micronutrient supplementation on vitamin D and bone status in Bangladeshi premenopausal garment factory workers with hypovitaminosis D: a double-blinded, randomised, placebo-controlled 1-year intervention

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Md Zahirul Islam, Abu Ahmed Shamim, Heli Viljakainen, Mohammad Akhtaruzzaman et al.

Journal: British Journal Of NutritionYear: 2010Citations: 57

Due to little outdoor activity and low dietary intake of vitamin D (VD), Bangladeshi low-income women are at risk for osteoporosis at an early age. The present study assessed the effect of VD, Ca and multiple micronutrient supplementation on VD and bone status in Bangladeshi young female garment fac...

Health SciencesMedicinePathology and Forensic MedicineOpen Access
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Qualitative and quantitative phytochemical analysis of brown seaweed Sargassum polycystum collected from Bangladesh with its antioxidant activity determination

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Mohammad Khairul Alam Sobuj, Morshed Shamim Shemul, Md. Shoebul Islam, Md. Ariful Islam et al.

Journal: Food Chemistry AdvancesYear: 2023Citations: 50

Seaweeds possess considerable potential for developing and enhancing pharmaceutical drugs because of their wide variety as abundant sources of numerous bioactive secondary metabolites, making them well-suited for developing and enhancing pharmaceutical drugs. This study evaluated the antioxidant, se...

Life SciencesAgricultural and Biological SciencesAquatic ScienceOpen Access
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Understanding collaborative tourism information searching to support online travel planning

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Abu Shamim Mohammad Arif, Jia Tina Du

Journal: Online Information ReviewYear: 2018Citations: 42

Purpose Collaborative information searching is common for people when planning their group trip. However, little research has explored how tourists collaborate during information search. Existing tourism Web portals or search engines rarely support tourists’ collaborative information search activiti...

Social SciencesSociology and Political ScienceDigital Marketing and Social Media
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Depression Analysis of Bangla Social Media Data using Gated Recurrent Neural Network

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Abdul Hasib Uddin, Durjoy Bapery, Abu Shamim Mohammad Arif

Journal: 2019 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT)Year: 2019Citations: 30

Nowadays, micro-blogging sites like Twitter, Facebook, YouTube, etc., have become much popular for social interactions. People are expressing their depression over social media, which can be analyzed to identify causes behind their depression. Most of the researches on emotion and depression analysi...

Physical SciencesComputer ScienceArtificial Intelligence
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Early Blindness Detection Based on Retinal Images Using Ensemble Learning

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Niloy Sikder, Md. Sanaullah Chowdhury, Abu Shamim Mohammad Arif, Abdullah-Al Nahid

Year: 2019Citations: 21

Diabetic retinopathy (DR) is the primary cause of vision loss among grown-up people around the world. In four out of five cases having diabetes for a prolonged period leads to DR. If detected early, more than 90% of the new DR occurrences can be prevented from turning into blindness through proper t...

Health SciencesMedicineRadiology, Nuclear Medicine and ImagingOpen Access
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Induction Motor Bearing Fault Classification Using Extreme Learning Machine Based on Power Features

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Niloy Sikder, Abu Shamim Mohammad Arif, M. M. Manjurul Islam, Abdullah-Al Nahid

Journal: Arabian Journal for Science and EngineeringYear: 2021Citations: 14
Physical SciencesComputer ScienceArtificial Intelligence
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Automated method for the detection and segmentation of drusen in colour fundus image for the diagnosis of age‐related macular degeneration

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Sultan Mohammad Mohaimin, Sajib Saha, Alve Mahamud Khan, Abu Shamim Mohammad Arif et al.

Journal: IET Image ProcessingYear: 2018Citations: 14

Age‐related macular degeneration (AMD) is one of the main reasons for visual impairment worldwide. The assessment of risk for the development of AMD requires reliable detection and quantitative mapping of retinal abnormalities that are considered as precursors of the disease. Typical signs of the la...

Health SciencesMedicineRadiology, Nuclear Medicine and Imaging
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Information Retrieval by Modified Term Weighting Method Using Random Walk Model with Query Term Position Ranking

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Abu Shamim Mohammad Arif, Mohammad Masudur Rahman, Shamima Yeasmin Mukta

Year: 2009Citations: 12

Term weighting is a core idea behind any information retrieval technique which has crucial importance in document ranking. In graph based ranking algorithm, terms within a document are represented as a graph of that document. Term weights for information retrieval are estimated using termpsilas co-o...

Physical SciencesComputer ScienceArtificial Intelligence
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Identification of B and T Cell Epitopes to Design an Epitope-Based Peptide Vaccine against the Cell Surface Binding Protein of Monkeypox Virus: An Immunoinformatics Study

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Lincon Mazumder, Md. Rakibul Hasan, Kanij Fatema, Shamima Begum et al.

Journal: Journal of Immunology ResearchYear: 2023Citations: 11

Background. Although the monkeypox virus-associated illness was previously confined to Africa, recently, it has started to spread across the globe and become a significant threat to human lives. Hence, this study was designed to identify the B and T cell epitopes and develop an epitope-based peptide...

Life SciencesBiochemistry, Genetics and Molecular BiologyMolecular BiologyOpen Access
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Collaborative query reformulation in tourism information search

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Jia Tina Du, Abu Shamim Mohammad Arif, Preben Hansen

Journal: Online Information ReviewYear: 2019Citations: 10

Purpose Collaborative information search (CIS) is a growing and significant research area. Query formulation and reformulation is an important search strategy in information search. However, limited research has investigated query behavior during CIS. The purpose of this paper is to characterize col...

Physical SciencesComputer ScienceInformation Systems
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In-person training on COVID-19 case management and infection prevention and control: Evaluation of healthcare professionals in Bangladesh

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Lubaba Shahrin, Irin Parvin, Monira Sarmin, Nayem Akhter Abbassi et al.

Journal: PLoS ONEYear: 2022Citations: 8

BACKGROUND: As COVID-19 was declared a global pandemic, the major focus of healthcare organizations shifted towards preparing healthcare systems to handle the inevitable COVID-19 burden at different phases and levels. A series of in-person training programs were operated in collaboration with govern...

Social SciencesPsychologyClinical PsychologyOpen Access
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