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Results for “"Partho Ghose"”

16+ results

A Hybrid Dependable Deep Feature Extraction and Ensemble-Based Machine Learning Approach for Breast Cancer Detection

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Selina Sharmin, Tanvir Ahammad, Md. Alamin Talukder, Partho Ghose

Journal: IEEE AccessYear: 2023Citations: 146

Breast cancer is a prevalent and life-threatening disease that requires effective detection and diagnosis methods to improve patient outcomes. Deep learning (DL) and machine learning (ML) techniques have emerged as powerful tools in breast cancer detection, offering benefits such as improved accurac...

Physical SciencesComputer ScienceArtificial IntelligenceOpen Access
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Detecting COVID-19 infection status from chest X-ray and CT scan via single transfer learning-driven approach

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Partho Ghose, Muhaddid Alavi, Mehnaz Tabassum, Md. Ashraf Uddin et al.

Journal: Frontiers in GeneticsYear: 2022Citations: 35

COVID-19 has caused over 528 million infected cases and over 6.25 million deaths since its outbreak in 2019. The uncontrolled transmission of the SARS-CoV-2 virus has caused human suffering and the death of uncountable people. Despite the continuous effort by the researchers and laboratories, it has...

Health SciencesMedicineRadiology, Nuclear Medicine and ImagingOpen Access
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Performance Evaluation of Intrusion Detection System Using Machine Learning and Deep Learning Algorithms

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Md Sabbir Hossain, Dipayan Ghose, All Masror Partho, Minhaz Uddin Ahmed et al.

Year: 2023Citations: 26

Now that Internet access is so widely used, our society has a greater number of networked technologies. Data travels between them because of their daily activities. Due to the server's weaknesses, hackers may get access to the system through difficult-to-identify network breaches. One of the most we...

Physical SciencesComputer ScienceComputer Networks and Communications
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Deep viewing for the identification of Covid-19 infection status from chest X-Ray image using CNN based architecture

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Partho Ghose, Md. Ashraf Uddin, Uzzal Kumar Acharjee, Selina Sharmin

Journal: Intelligent Systems with ApplicationsYear: 2022Citations: 23

In recent years, coronavirus (Covid-19) has evolved into one of the world's leading life-threatening severe viral illnesses. A self-executing accord system might be a better option to stop Covid-19 from spreading due to its quick diagnostic option. Many researches have already investigated various d...

Health SciencesMedicineRadiology, Nuclear Medicine and ImagingOpen Access
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Explainable AI assisted heart disease diagnosis through effective feature engineering and stacked ensemble learning

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Partho Ghose, Khondokar Oliullah, Md. Kawsher Mahbub, Milon Biswas et al.

Journal: Expert Systems with ApplicationsYear: 2024Citations: 20
Health SciencesHealth ProfessionsHealth Information Management
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MobApp4InfectiousDisease: Classify COVID-19, Pneumonia, and Tuberculosis

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Md. Kawsher Mahbub, Md Zakir Hossain Zamil, Md. Abdul Mozid Miah, Partho Ghose et al.

Year: 2022Citations: 20

Illness due to infectious diseases has been always a global threat. Millions of people die per year due to COVID-19, pneumonia, and Tuberculosis (TB) as all of them infect the lungs. For all cases, early screening/diagnosis can help provide opportunities for better care. To handle this, we develop a...

Health SciencesMedicineRadiology, Nuclear Medicine and Imaging
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Grid-Search Integrated Optimized Support Vector Machine Model for Breast Cancer Detection

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Partho Ghose, Selina Sharmin, Loveleen Gaur, Zhongming Zhao

Journal: 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)Year: 2022Citations: 17

Breast cancer is a common and highly heterogeneous cancer worldwide. Rapid detection and early diagnosis are essential in its treatment, but it is challenging due to mammogram’s uncertainty. Based on machine learning, operative clinical systems can be implemented to save patients’ lives. This study ...

Physical SciencesComputer ScienceArtificial Intelligence
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BrainSegNeT: A Lightweight Brain Tumor Segmentation Model Based on U-Net and Progressive Neuron Expansion

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Partho Ghose, Milon Biswas, Loveleen Gaur

Journal: Lecture notes in computer scienceYear: 2023Citations: 15
Life SciencesNeuroscienceNeurology
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Hybrid-Blockchain-Based Electronic Voting Machine System Embedded with Deepface, Sharding, and Post-Quantum Techniques

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Sohel Ahmed Joni, Rabiul Rahat, Nishat Tasnin, Partho Ghose et al.

Journal: BlockchainsYear: 2024Citations: 12

The integrity of democratic processes relies on secure and reliable election systems, yet achieving this reliability is challenging. This paper introduces the Post-Quantum Secured Multiparty Computed Hierarchical Authoritative Consensus Blockchain (PQMPCHAC-Bchain), a novel e-voting system designed ...

Physical SciencesComputer ScienceInformation SystemsOpen Access
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HAC-Bchain: A Secure and Scalable Blockchain-Shard Based E-Voting System

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Sohel Ahmed Joni, Rabiul Rahat, Nishat Tasnin, Partho Ghose et al.

Year: 2023Citations: 7

Voting is a fundamental right of citizens in a democratic country and crucial for any thriving democracy. Reliable voting systems are essential for free and fair elections in the modern era. Biometric Electronic Voting Machines (EVMs) address many issues with paper-ballot systems, but their closed-s...

Physical SciencesComputer ScienceArtificial Intelligence
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A Breast Cancer Detection Model using a Tuned SVM Classifier

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Partho Ghose, Md. Ashraf Uddin, Mohammad Manzurul Islam, Manowarul Islam et al.

Year: 2022Citations: 7

Breast cancer has become a common disease that affects women all over the world. Early detection and diagnosis of the breast cancer is crucial for an effective medication and treatment. But, detection of breast cancer at the primary stage is challenging due to the ambiguity of the mammograms. Many r...

Physical SciencesComputer ScienceArtificial IntelligenceOpen Access
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Design of Reversible Shift Registers Minimizing Number of Gates, Constant Inputs and Garbage Outputs

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Partho Ghose, Md Naimur Rahman, Md Masbaul Alam Polash, Uzzal Kumar Acharjee

Year: 2018Citations: 7

Reversible logic is an emerging technology that plays an important role in the fields of low power computation and can be applied in cryptography, communications, quantum computing etc. Reversible shift registers are one of the most important elements in fabricating reversible memory circuits. In th...

Physical SciencesComputer ScienceArtificial Intelligence
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A hybrid deep learning model for sentiment analysis of COVID-19 tweets with class balancing

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Md. Alamin Talukder, Md. Ashraf Uddin, Suman Roy, Partho Ghose et al.

Journal: Scientific ReportsYear: 2025Citations: 5

The widespread dissemination of misinformation and the diverse public sentiment observed during the COVID-19 pandemic highlight the necessity for accurate sentiment analysis of social media discourse. This study proposes a hybrid deep learning (DL) model that integrates Bidirectional Encoder Represe...

Physical SciencesComputer ScienceArtificial IntelligenceOpen Access
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Enhancing Electoral Integrity: A Hybrid Blockchain-Based E-Voting System with Deep Learning and Post-quantum Cryptography

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Sohel Ahmed Joni, Rabiul Rahat, Nishat Tasnin, Partho Ghose et al.

Journal: Lecture notes in networks and systemsYear: 2024Citations: 4
Physical SciencesComputer ScienceInformation Systems
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An Effective Combination of Deep and Machine Learning Models for Monkeypox Detection from Dermatographic Image

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Partho Ghose, Sohel Ahmed Joni, Rabiul Rahat, Nishat Tasnin et al.

Journal: Lecture notes in networks and systemsYear: 2024Citations: 2
Life SciencesImmunology and MicrobiologyVirology
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