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Results for “"Md. Mehedi Hassan"”

16+ results

Human emotion recognition using deep belief network architecture

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Mohammad Mehedi Hassan, Md. Golam Rabiul Alam, Md. Zia Uddin, Shamsul Huda et al.

Journal: Information FusionYear: 2018Citations: 306

Recently, deep learning methodologies have become popular to analyse physiological signals in multiple modalities via hierarchical architectures for human emotion recognition. In most of the state-of-the-arts of human emotion recognition, deep learning for emotion classification was used. However, d...

Social SciencesPsychologyExperimental and Cognitive PsychologyOpen Access
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The impact of the COVID-19 pandemic on the mental health of the adult population in Bangladesh: a nationwide cross-sectional study

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Md. Hasan Al Banna, Abu Sayeed, Satyajit Kundu, Enryka Christopher et al.

Journal: International Journal of Environmental Health ResearchYear: 2020Citations: 242

The recent COVID-19 pandemic has imposed threats on both physical and mental health since its outbreak. This study aimed to explore the impact of the COVID-19 pandemic on mental health among a representative sample of home-quarantined Bangladeshi adults. A cross-sectional design was used with an onl...

Social SciencesPsychologyClinical Psychology
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Autonomic computation offloading in mobile edge for IoT applications

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Md. Golam Rabiul Alam, Mohammad Mehedi Hassan, Md. Zia Uddin, Ahmad Almogren et al.

Journal: Future Generation Computer SystemsYear: 2018Citations: 217

Computation offloading is a protuberant elucidation for the resource-constrained mobile devices to accomplish the process demands high computation capability. The mobile cloud is the well-known existing offloading platform, which usually far-end network solution, to leverage computation of the resou...

Physical SciencesComputer ScienceComputer Networks and Communications
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Efficient Prediction of Water Quality Index (WQI) Using Machine Learning Algorithms

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Md. Mehedi Hassan, Md. Mahedi Hassan, Laboni Akter, Md. Mushfiqur Rahman et al.

Journal: Human-Centric Intelligent SystemsYear: 2021Citations: 137

The quality of water has a direct influence on both human health and the environment. Water is utilized for a variety of purposes, including drinking, agriculture, and industrial use. The water quality index (WQI) is a critical indication for proper water management. The purpose of this work was to ...

Physical SciencesEnvironmental ScienceWater Science and TechnologyOpen Access
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Graphene-Coated Optical Fiber SPR Biosensor for BRCA1 and BRCA2 Breast Cancer Biomarker Detection: a Numerical Design-Based Analysis

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Md. Biplob Hossain, Md. Muztahidul Islam, Lway Faisal Abdulrazak, Md. Masud Rana et al.

Journal: Photonic SensorsYear: 2019Citations: 99

This paper provides a simple hybrid design and numerical analysis of the graphene-coated fiber-optic surface plasmon resonance (SPR) biosensor for breast cancer gene-1 early onset (BRCA1) and breast cancer gene-2 early onset (BRCA2) genetic breast cancer detection. Two specific mutations named 916de...

Physical SciencesEngineeringBiomedical EngineeringOpen Access
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A Mobility-Aware Optimal Resource Allocation Architecture for Big Data Task Execution on Mobile Cloud in Smart Cities

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Asma Enayet, Md. Abdur Razzaque, Mohammad Mehedi Hassan, Atif Alamri et al.

Journal: IEEE Communications MagazineYear: 2018Citations: 85

In recent years, the smart city concept, which involves multiple disciplines, for example, smart healthcare, smart transportation, and smart community, has become popular because of its ability to improve urban citizens' quality of life. However, most services in these areas of smart cities have bec...

Physical SciencesComputer ScienceComputer Networks and Communications
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PoxNet22: A Fine-Tuned Model for the Classification of Monkeypox Disease Using Transfer Learning

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Farhana Yasmin, Md. Mehedi Hassan, Mahade Hasan, Sadika Zaman et al.

Journal: IEEE AccessYear: 2023Citations: 82

Officials in the field of public health are concerned about a new monkeypox outbreak, even though the world is now experiencing an epidemic of COVID-19. Similar to variola, cowpox, and vaccinia, monkeypox is caused by an orthopoxvirus that has two strands that are double-stranded. The present pandem...

Life SciencesImmunology and MicrobiologyVirologyOpen Access
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Mobile Cloud-Based Big Healthcare Data Processing in Smart Cities

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Md Mofijul Islam, Md. Abdur Razzaque, Mohammad Mehedi Hassan, Walaa N. Ismail et al.

Journal: IEEE AccessYear: 2017Citations: 81

In recent years, the Smart City concept has become popular for its promise to improve the quality of life of urban citizens. The concept involves multiple disciplines, such as Smart health care, Smart transportation, and Smart community. Most services in Smart Cities, especially in the Smart healthc...

Physical SciencesComputer ScienceComputer Networks and CommunicationsOpen Access
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A comparative assessment of machine learning algorithms with the Least Absolute Shrinkage and Selection Operator for breast cancer detection and prediction

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Md. Mehedi Hassan, Md. Mahedi Hassan, Farhana Yasmin, Md. Asif Rakib Khan et al.

Journal: Decision Analytics JournalYear: 2023Citations: 79

Breast cancer is the most common life-threatening cancer in women and one of the leading causes of death. Early diagnosis is one of the best defenses against the spread of breast cancer. Machine learning (ML) tools are now available for cancer detection and prediction. This study presents a comparat...

Physical SciencesComputer ScienceArtificial IntelligenceOpen Access
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Traffic Priority and Load Adaptive MAC Protocol for QoS Provisioning in Body Sensor Networks

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Iffat Anjum, Nazia Alam, Md. Abdur Razzaque, Mohammad Mehedi Hassan et al.

Journal: International Journal of Distributed Sensor NetworksYear: 2013Citations: 79

Body sensor networks (BSNs) carry heterogeneous traffic types having diverse QoS requirements, such as delay, reliability and throughput. In this paper, we design a priority-based traffic load adaptive medium access control (MAC) protocol for BSNs, namely, PLA-MAC, which addresses the aforementioned...

Physical SciencesEngineeringBiomedical EngineeringOpen Access
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NeuroNet19: an explainable deep neural network model for the classification of brain tumors using magnetic resonance imaging data

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Rezuana Haque, Md. Mehedi Hassan, Anupam Kumar Bairagi, Sheikh Mohammed Shariful Islam

Journal: Scientific ReportsYear: 2024Citations: 72

Brain tumors (BTs) are one of the deadliest diseases that can significantly shorten a person's life. In recent years, deep learning has become increasingly popular for detecting and classifying BTs. In this paper, we propose a deep neural network architecture called NeuroNet19. It utilizes VGG19 as ...

Life SciencesNeuroscienceNeurologyOpen Access
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Monkeypox Diagnosis With Interpretable Deep Learning

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Md Manjurul Ahsan, Md Shahin Ali, Md. Mehedi Hassan, Tareque Abu Abdullah et al.

Journal: IEEE AccessYear: 2023Citations: 71

As the world gradually recovers from the impacts of COVID-19, the recent global spread of Monkeypox disease has raised concerns about another potential pandemic, highlighting the urgency of early detection and intervention to curb its transmission. Deep Learning (DL) based disease prediction present...

Life SciencesImmunology and MicrobiologyVirologyOpen Access
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Attention to Monkeypox: An Interpretable Monkeypox Detection Technique Using Attention Mechanism

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Avi Deb Raha, Mrityunjoy Gain, Rameswar Debnath, Apurba Adhikary et al.

Journal: IEEE AccessYear: 2024Citations: 70

In the wake of COVID-19, rising monkeypox cases pose a potential pandemic threat. While less severe than COVID-19, its increasing spread underscores the urgency of early detection and isolation to control the disease. The main difficulty in diagnosing monkeypox arises from its prolonged diagnostic p...

Life SciencesImmunology and MicrobiologyVirologyOpen Access
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Predicting Adoption Intention of Artificial Intelligence ChatGPT

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Md Mehedi Hasan Emon, Farheen Hassan, Mehzabul Hoque Nahid, Vichayanan Rattanawiboonsom

Journal: AIUB Journal of Science and Engineering (AJSE)Year: 2023Citations: 68

This study focuses on predicting the adoption intention of ChatGPT among Professionals in Bangladesh. ChatGPT, powered by natural language processing and artificial intelligence, has the potential to revolutionize communication and enhance productivity in professional settings. The Unified Theory of...

Social SciencesDecision SciencesInformation Systems and ManagementOpen Access
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Numerical Study of Circularly Slotted Highly Sensitive Plasmonic Biosensor: A Novel Approach

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Nazmus Sakib, S. M. Riazul Islam, T.V. Mahendiran, Lway Faisal Abdulrazak et al.

Journal: Results in PhysicsYear: 2020Citations: 66

A highly sensitive Photonic Crystal Fiber (PCF) based Surface Plasmon Resonance (SPR) sensor is demonstrated in this paper in the optimized form of circular slotted lattice (CSL) structure. This proposed model performance is numerically scrutinized by using Finite Element Method (FEM) in presence of...

Physical SciencesEngineeringBiomedical EngineeringOpen Access
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