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Results for “"Koushick Barua"”

16+ results

An Explainable AI Paradigm for Alzheimer’s Diagnosis Using Deep Transfer Learning

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Tanjim Mahmud, Koushick Barua, Sultana Umme Habiba, Nahed Sharmen et al.

Journal: DiagnosticsYear: 2024Citations: 121

Alzheimer's disease (AD) is a progressive neurodegenerative disorder that affects millions of individuals worldwide, causing severe cognitive decline and memory impairment. The early and accurate diagnosis of AD is crucial for effective intervention and disease management. In recent years, deep lear...

Physical SciencesComputer ScienceArtificial IntelligenceOpen Access
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Reason Based Machine Learning Approach to Detect Bangla Abusive Social Media Comments

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Tanjim Mahmud, Sudhakar Das, Michał Ptaszyński, Mohammad Shahadat Hossain et al.

Journal: Lecture notes in networks and systemsYear: 2022Citations: 75
Physical SciencesComputer ScienceArtificial Intelligence
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Exploring Deep Transfer Learning Ensemble for Improved Diagnosis and Classification of Alzheimer’s Disease

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Tanjim Mahmud, Koushick Barua, Anik Barua, Sudhakar Das et al.

Journal: Lecture notes in computer scienceYear: 2023Citations: 71
Life SciencesNeuroscienceNeurology
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Ensemble Deep Learning Approach for ECG-Based Cardiac Disease Detection: Signal and Image Analysis

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Tanjim Mahmud, Anik Barua, Dilshad Islam, Mohammad Shahadat Hossain et al.

Year: 2023Citations: 54

The classification and identification of arrhythmias using ECG signals hold substantial practical importance in the early prevention and detection of cardiac/cardiovascular disorders. Traditional ECG interpretation, relying on human clinical judgment, is susceptible to errors due to fatigue. Our met...

Health SciencesMedicineCardiology and Cardiovascular Medicine
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Explainable AI for Tomato Leaf Disease Detection: Insights into Model Interpretability

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Tanjim Mahmud, Koushick Barua, Anik Barua, Nanziba Basnin et al.

Year: 2023Citations: 46

Plant diseases pose a significant threat to global food security by limiting access to safe and abundant food sources while impacting agricultural productivity and food safety. To address this challenge, innovative disease detection techniques are crucial. This paper presents a novel approach to tom...

Life SciencesAgricultural and Biological SciencesPlant Science
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Explainable AI-Based Humerus Fracture Detection and Classification from X-Ray Images

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Koushick Barua, Tanjim Mahmud, Anik Barua, Nahed Sharmen et al.

Year: 2023Citations: 40

The human skeletal framework relies heavily on bones, and one such crucial component is the “Humerus.” Positioned in the upper arm, extending from the shoulder to the elbow junction, the Humerus provides essential structural support for muscles and facilitates upper-body movement, particularly in th...

Health SciencesMedicineHealth Informatics
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A Decision Concept to Support House Hunting

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Tanjim Mahmud, Dilshad Islam, Manoara Begum, Sudhakar Das et al.

Journal: International Journal of Advanced Computer Science and ApplicationsYear: 2022Citations: 38

House hunting, or the act of seeking for a place to live, is one of the most significant responsibilities for many families around the world. There are numerous criteria/factors that must be evaluated and investigated. These traits can be both statistically and qualitatively quantified and expressed...

Social SciencesDecision SciencesManagement Science and Operations ResearchOpen Access
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A Novel Approach to Detect Stroke from 2D Images Using Deep Learning

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Nezat Akter Chowdhury, Tanjim Mahmud, Anik Barua, Nanziba Basnin et al.

Journal: Lecture notes in networks and systemsYear: 2024Citations: 34
Health SciencesMedicineRadiology, Nuclear Medicine and Imaging
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Design and Implementation of an Ultrasonic Sensor-Based Obstacle Avoidance System for Arduino Robots

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Tanjim Mahmud, Israt Ara, Rishita Chakma, Koushick Barua et al.

Year: 2023Citations: 29

This study focuses on the development of an obstacle avoidance robot controlled by an ultrasonic sensor. The robot utilizes robotics and artificial intelligence techniques to improve obstacle avoidance and enhance safety in various scenarios, particularly in the context of road accidents. The system...

Physical SciencesEngineeringMechanical Engineering
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Ensemble Learning Approaches for Alzheimer’s Disease Classification in Brain Imaging Data

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Tanjim Mahmud, Mohammad Tarek Aziz, Mohammad Kamal Uddin, Koushick Barua et al.

Journal: Lecture notes in networks and systemsYear: 2024Citations: 24
Life SciencesNeuroscienceNeurology
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Enhancing Diagnosis: An Ensemble Deep Learning Model for Brain Tumor Detection and Classification

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Tanjim Mahmud, Anik Barua, Koushick Barua, Nanziba Basnin et al.

Journal: Lecture notes in networks and systemsYear: 2024Citations: 21
Life SciencesNeuroscienceNeurology
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Exploring the Effectiveness of Region-Based CNNs in Skin Cancer Diagnosis

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Tanjim Mahmud, Koushick Barua, Kanchan Chakma, Rishita Chakma et al.

Journal: Lecture notes in networks and systemsYear: 2024Citations: 13
Health SciencesMedicineOncology
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Efficient Alzheimer's Disease Classification Using Semi-Supervised Federated Learning

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Koushick Barua, Rishita Chakma, Tanjim Mahmud, R. R. Rakhimov

Year: 2025Citations: 10

Alzheimer's disease has become one of the most dangerous disease that can endanger patients' lives if left undiagnosed because there is no known cause for its effects. Medical professionals and researchers are working to solve the problem, and they might be successful soon. In order to solve this pr...

Life SciencesNeuroscienceNeurology
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Deep Learning Pipeline for Brain Tumor Detection in MRI Images

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Tanjim Mahmud, Mohammad Tarek Aziz, Taohidur Rahman, Koushick Barua et al.

Journal: Lecture notes in networks and systemsYear: 2024Citations: 10
Life SciencesNeuroscienceNeurology
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Deep Learning Approach for Driver Drowsiness Detection in Real Time

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Tanjim Mahmud, Bappa Saha, Dilshad Islam, Mohammad Tarek Aziz et al.

Journal: Algorithms for intelligent systemsYear: 2024Citations: 8
Social SciencesPsychologyExperimental and Cognitive Psychology
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