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Results for “"Mohammad Fahim Abrar"”

21+ results

A Comprehensive Investigation of the Performances of Different Machine Learning Classifiers with SMOTE-ENN Oversampling Technique and Hyperparameter Optimization for Imbalanced Heart Failure Dataset

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Mirza Muntasir Nishat, Fahim Faisal, Ishrak Jahan Ratul, Abdullah Al-Monsur et al.

Journal: Scientific ProgrammingYear: 2022Citations: 129

Heart failure is a chronic cardiac condition characterized by reduced supply of blood to the body due to impaired contractile properties of the muscles of the heart. Like any other cardiac disorder, heart failure is a serious ailment limiting the activities and curtailing the lifespan of the patient...

Health SciencesHealth ProfessionsHealth Information ManagementOpen Access
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Emerging biomarkers and potential therapeutics of the BCL-2 protein family: the apoptotic and anti-apoptotic context

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Md. Saddam, Shamrat Kumar Paul, Mohammad Ahsan Habib, Md. Abrar Fahim et al.

Journal: Egyptian Journal of Medical Human GeneticsYear: 2024Citations: 85

Abstract Apoptosis, also known as the programmed death of cells, is responsible for maintaining the homeostasis of tissues, and this function is carried out by caspases. The process of apoptosis is carried out via two distinct pathways: the extrinsic pathway, which is governed by death receptors, an...

Life SciencesBiochemistry, Genetics and Molecular BiologyMolecular BiologyOpen Access
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Early risk prediction of cervical cancer: A machine learning approach

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Ishrak Jahan Ratul, Abdullah Al-Monsur, Bushra Tabassum, Abrar Mohammad Ar-Rafi et al.

Journal: 2022 19th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON)Year: 2022Citations: 47

Cervical cancer is a vital public health issue that affects women worldwide. As it is a fatal disease, early risk prediction of cervical cancer can play an important role in prevention by raising public awareness of this disease. Early prediction using a Machine Learning (ML) model can be a benefici...

Health SciencesMedicineEpidemiology
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Covid-EnsembleNet: An Ensemble Based Approach for Detecting Covid-19 by utilising Chest X-ray Images

Verified

Abdullah Al-Monsur, Md Rizwanul Kabir, Abrar Mohammad Ar-Rafi, Mirza Muntasir Nishat et al.

Journal: 2022 IEEE World AI IoT Congress (AIIoT)Year: 2022Citations: 24

Covid-19 is still running rampant around the globe. With the recent emergence of rapidly spreading variants, the necessity for testing becomes ever more acute. In this study, firstly, a deep learning based framework is proposed to conduct both a binary and multi-class classification of chest X-ray i...

Health SciencesMedicineRadiology, Nuclear Medicine and Imaging
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Exploring the Performances of Stacking Classifier in Predicting Patients Having Stroke

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Tasnimul Hasan, Mirza Muntasir Nishat, Fahim Faisal, Abrar Islam et al.

Journal: 2021 8th NAFOSTED Conference on Information and Computer Science (NICS)Year: 2021Citations: 24

Stroke refers to a spectrum of clinical manifestations with underlying neurological dysfunctions of the brain. It is a medical condition which is often misdiagnosed and commonly misclassified, leading to a delay in the initiation of disease-specific treatment in patients. Rapid and precise detection...

Health SciencesMedicineEpidemiology
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Survival Prediction of Children Undergoing Hematopoietic Stem Cell Transplantation Using Different Machine Learning Classifiers by Performing Chi-Square Test and Hyperparameter Optimization: A Retrospective Analysis

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Ishrak Jahan Ratul, Ummay Habiba Wani, Mirza Muntasir Nishat, Abdullah Al-Monsur et al.

Journal: Computational and Mathematical Methods in MedicineYear: 2022Citations: 23

Bone marrow transplant (BMT) is an effective surgical treatment for bone marrow-related disorders. However, several associated risk factors can impair long-term survival after BMT. Machine learning (ML) technologies have been proven useful in survival prediction of BMT receivers along with the influ...

Physical SciencesComputer ScienceComputer Vision and Pattern RecognitionOpen Access
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Techno-Economic Performance and Sensitivity Analysis of an Off-Grid Renewable Energy-Based Hybrid System: A Case Study of Kuakata, Bangladesh

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Sheikh Md. Nahid Hasan, Shameem Ahmad, Abrar Fahim Liaf, A. G. M. B. Mustayen et al.

Journal: EnergiesYear: 2024Citations: 22

Hybrid renewable energy sources (HRES) are increasingly being utilized to meet global energy demands, particularly in rural areas that rely on diesel generators and are disconnected from the utility grid, due to their environmental and human health benefits. This study investigates the performance o...

Physical SciencesEnergyEnergy Engineering and Power TechnologyOpen Access
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Augmented Reality in Education: A Study on Preschool Children, Parents, and Teachers in Bangladesh

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Mohammad Fahim Abrar, Md Rakibul Islam, Md. Sabir Hossain, Mohammad Mainul Islam et al.

Journal: Lecture notes in computer scienceYear: 2019Citations: 18
Physical SciencesComputer ScienceComputer Vision and Pattern Recognition
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A Framework for Analyzing Real-Time Tweets to Detect Terrorist Activities

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Mohammad Fahim Abrar, Mohammad Shamsul Arefin, Md. Sabir Hossain

Year: 2019Citations: 17

Terrorist organizations use different social media as a tool for spreading their views and influence general people to join their terrorist activities. Twitter is the most common and easy way to reach mass people within a small amount of time. In this paper, we have focused on the development of a s...

Physical SciencesComputer ScienceArtificial Intelligence
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Vehicle-Pedestrian crashes at Intersections in Dhaka city

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Shakil Mohammad Rifaat, Richard Tay, Shariar Mohammad Raihan, Abrar Fahim et al.

Journal: The Open Transportation JournalYear: 2017Citations: 14

Background: Pedestrians are some of the most vulnerable road users, especially in large congested cities in developing countries. In order to develop appropriate countermeasures to improve safety, research has to be conducted to understand the factors contributing to vehicle-pedestrian collisions. O...

Physical SciencesEngineeringSafety, Risk, Reliability and QualityOpen Access
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An adaptive load shedding methodology for renewable integrated power systems

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Sk Fahim Abrar, Nahid‐Al Masood, Mohammad Jahangir Alam

Journal: HeliyonYear: 2024Citations: 8

System stability issues regarding frequency and voltage in modern power systems are growing in importance as they incorporate more and more complex components. To ensure a sustainable, pollution-free power generation, modern power systems are designed to incorporate more renewable generation sources...

Physical SciencesEngineeringControl and Systems EngineeringOpen Access
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Evaluation of the suitability of reusing treated greywater for hydroponic lettuce cultivation: chemical health risk analysis

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Mubashira Binte Mustak, Yasin Edmam Iman, Mohammed Fahim Abrar, Molla Mohammad Shafiqur Rahman

Journal: Environment Development and SustainabilityYear: 2024Citations: 4
Physical SciencesEnvironmental ScienceIndustrial and Manufacturing Engineering
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Design of an IoT Based Gas Wastage Monitoring, Leakage Detecting and Alerting System

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Md. Ibtida Fahim, Nowshin Tabassum, Abrar Ahamed Habibullah, Aritra Sarker et al.

Year: 2021Citations: 4

Leakage of any kind of gas has been a concern in recent years, whether it is in a residential setting, a business, a cafe, or a canteen. In this paper development of an IoT based gas wastage monitoring, leakage detecting and alerting system is proposed. This paper elaborates design such an intellige...

Physical SciencesEngineeringElectrical and Electronic Engineering
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Treatment Seeking Behavior and the Profile of Infertile Patients Attending the Tertiary Infertility Center at Dhaka

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Parveen Fatima, Mohammad Moazzam Hossain, Dilruba Rahman, H B Hossain et al.

Journal: Journal of Bangladesh College of Physicians and SurgeonsYear: 2017Citations: 4

Background: Motherhood is an integral part of womanhood and being childless is a devastating experience for a woman in developing countries like Bangladesh. Majority of patients in developing countries have virtually no access to treatment. Few health facilities have provision for proper diagnosis a...

Health SciencesMedicineReproductive MedicineOpen Access
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Emerging Biomarkers and Potential Therapeutics of the BCL-2 Protein Family: The Apoptotic and Anti-Apoptotic Context

Verified

Shamrat Kumar Paul, Md. Saddam, Mohammad Ahsan Habib, Md. Abrar Fahim et al.

Journal: Preprints.orgYear: 2023Citations: 3

Apoptosis, also known as the programmed death of cells, is responsible for maintaining the homeostasis of tissues and this function is carried out by caspases. The process of apoptosis is carried out via two distinct pathways: the extrinsic pathway, which is governed by death receptors, and the intr...

Life SciencesBiochemistry, Genetics and Molecular BiologyMolecular BiologyOpen Access
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Climate Change Impact and Adaptation Strategies in Bangladesh to Strengthen Regional Cooperation

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Md. Nazrul Islam, Sahanaj Tamanna, Md. Noman, Effat Akhter et al.

Journal: Springer climateYear: 2021Citations: 3
Life SciencesAgricultural and Biological SciencesEcology, Evolution, Behavior and Systematics
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Development of an Expert System-Oriented Service Support Help Desk Management System

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Abrar Hasin Kamal, Mohammad Obaidullah Tusher, Shadman Fahim Ahmad, Nusrat Jahan Farin et al.

Journal: Algorithms for intelligent systemsYear: 2019Citations: 3
Physical SciencesComputer ScienceInformation Systems
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Engineered BCL6 BTB Domain of the Bcl-2 Protein Family shows Dynamic Structural Behavior: Insights from Molecular Dynamics Simulations

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Md. Saddam, Mohammad Ahsan Habib, Md. Abrar Fahim, Afsana Mimi et al.

Journal: bioRxiv (Cold Spring Harbor Laboratory)Year: 2023Citations: 2

Abstract Apoptosis is crucially regulated by the Bcl-6 protein, and mutations in this protein can have a significant impact on many malignancies. In this study, we used molecular dynamics simulations to examine the effects of specific mutations (Q8C, R67C, and N84C) in the crystal structure of the B...

Life SciencesBiochemistry, Genetics and Molecular BiologyMolecular BiologyOpen Access
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Analysis of a Bi-Directional (V2G and G2V) Battery of Electric Vehicle Designed in Matlab Simulink

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Md. Minhaj Hossain, Minhazul Haque Chowdhury Tamim, Md. Aasim Ullah, Md. Shakib Hossain et al.

Year: 2022Citations: 2

Electric Vehicles (EVs) have a lot of advantages over cars that run on gas or diesel. Also, making transportation systems run on electricity would make it possible to make more electricity from CO2 free and Renewable energy sources like wind energy, solar energy, and hydro energy because EVs are spr...

Physical SciencesEngineeringAutomotive Engineering
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Research and Development of a Smart Internet-of-Things–Based System to Monitor and Prevent Household Gas Wastage

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Mohammad Monirujjaman Khan, Md. Ibtida Fahim, Abrar Ahamed Habibullah, Nowshin Tabassum et al.

Year: 2020Citations: 2

In this paper, the development of a smart Internet of Things (IoT)-based system to monitor and prevent household gas wastage is proposed. An IoT-based gas wastage monitoring system was developed. The system needs to be integrated with the cooker. There are sensors integrated with the system that wil...

Physical SciencesEnvironmental SciencePollutionOpen Access
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