Search Results - "Ahsan, Md Manjurul"

Monkeypox Diagnosis With Interpretable Deep Learning by Ahsan, Md. Manjurul, Ali, Md. Shahin, Hassan, Md. Mehedi, Abdullah, Tareque Abu, Gupta, Kishor Datta, Bagci, Ulas, Kaushal, Chetna, Soliman, Naglaa F.

“…As the world gradually recovers from the impacts of COVID-19, the recent global spread of Monkeypox disease has raised concerns about another potential…”
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Unlocking the Potential of XAI for Improved Alzheimer’s Disease Detection and Classification Using a ViT-GRU Model by Mahim, S. M., Ali, Md. Shahin, Hasan, Md. Olid, Nafi, Abdullah Al Nomaan, Sadat, Arefin, Hasan, Shakib Al, Shareef, Bryar, Ahsan, Md. Manjurul, Islam, Md. Khairul, Miah, Md. Sipon, Niu, Ming-Bo

“…Alzheimer’s Disease (AD) is a significant cause of dementia worldwide, and its progression from mild to severe affects an individual’s ability to perform daily…”
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Machine-Learning-Based Disease Diagnosis: A Comprehensive Review by Ahsan, Md Manjurul, Luna, Shahana Akter, Siddique, Zahed

“…Globally, there is a substantial unmet need to diagnose various diseases effectively. The complexity of the different disease mechanisms and underlying…”
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Industry 4.0 in Healthcare: A systematic review by Ahsan, Md Manjurul, Siddique, Zahed

“…Healthcare 4.0 has changed dramatically over the last century. It is evolving daily, with physicians and researchers alike developing new tools and strategies…”
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Effect of Data Scaling Methods on Machine Learning Algorithms and Model Performance by Ahsan, Md, Mahmud, M., Saha, Pritom, Gupta, Kishor, Siddique, Zahed

“…Heart disease, one of the main reasons behind the high mortality rate around the world, requires a sophisticated and expensive diagnosis process. In the recent…”
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Deep MLP-CNN Model Using Mixed-Data to Distinguish between COVID-19 and Non-COVID-19 Patients by Ahsan, Md Manjurul, E. Alam, Tasfiq, Trafalis, Theodore, Huebner, Pedro

“…The limitations and high false-negative rates (30%) of COVID-19 test kits have been a prominent challenge during the 2020 coronavirus pandemic. Manufacturing…”
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Detection of COVID-19 Patients from CT Scan and Chest X-ray Data Using Modified MobileNetV2 and LIME by Ahsan, Md Manjurul, Nazim, Redwan, Siddique, Zahed, Huebner, Pedro

“…The COVID-19 global pandemic caused by the widespread transmission of the novel coronavirus (SARS-CoV-2) has become one of modern history’s most challenging…”
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COVID-19 Symptoms Detection Based on NasNetMobile with Explainable AI Using Various Imaging Modalities by Ahsan, Md Manjurul, Gupta, Kishor Datta, Islam, Mohammad Maminur, Sen, Sajib, Rahman, Md. Lutfar, Shakhawat Hossain, Mohammad

“…The outbreak of COVID-19 has caused more than 200,000 deaths so far in the USA alone, which instigates the necessity of initial screening to control the spread…”
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Detecting SARS-CoV-2 From Chest X-Ray Using Artificial Intelligence by Ahsan, Md Manjurul, Ahad, Md Tanvir, Soma, Farzana Akter, Paul, Shuva, Chowdhury, Ananna, Luna, Shahana Akter, Yazdan, Munshi Md. Shafwat, Rahman, Akhlaqur, Siddique, Zahed, Huebner, Pedro

“…Chest radiographs (X-rays) combined with Deep Convolutional Neural Network (CNN) methods have been demonstrated to detect and diagnose the onset of COVID-19,…”
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A Comparative Analysis on Suicidal Ideation Detection Using NLP, Machine, and Deep Learning by Haque, Rezaul, Islam, Naimul, Islam, Maidul, Ahsan, Md Manjurul

“…Social networks are essential resources to obtain information about people’s opinions and feelings towards various issues as they share their views with their…”
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A Review on Comparative Remarks, Performance Evaluation and Improvement Strategies of Quadrotor Controllers by Roy, Rupal, Islam, Maidul, Sadman, Nafiz, Mahmud, M. A. Parvez, Gupta, Kishor Datta, Ahsan, Md Manjurul

“…The quadrotor is an ideal platform for testing control strategies because of its non-linearity and under-actuated configuration, allowing researchers to…”
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Empirical Study of Autism Spectrum Disorder Diagnosis Using Facial Images by Improved Transfer Learning Approach by Alam, Md Shafiul, Rashid, Muhammad Mahbubur, Roy, Rupal, Faizabadi, Ahmed Rimaz, Gupta, Kishor Datta, Ahsan, Md Manjurul

“…Autism spectrum disorder (ASD) is a neurological illness characterized by deficits in cognition, physical activities, and social skills. There is no specific…”
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Evaluating the Performance of Eigenface, Fisherface, and Local Binary Pattern Histogram-Based Facial Recognition Methods under Various Weather Conditions by Ahsan, Md Manjurul, Li, Yueqing, Zhang, Jing, Ahad, Md Tanvir, Gupta, Kishor Datta

“…Facial recognition (FR) in unconstrained weather is still challenging and surprisingly ignored by many researchers and practitioners over the past few decades…”
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Applications and Evaluations of Bio-Inspired Approaches in Cloud Security: A Review by Ahsan, Md Manjurul, Gupta, Kishor Datta, Nag, Abhijit Kumar, Poudyal, Subash, Kouzani, Abbas Z., Mahmud, M. A. Parvez

“…Cloud computing gained much popularity in the recent past due to its many internet-based services related to data, application, operating system, and…”
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Enhancing Monkeypox diagnosis and explanation through modified transfer learning, vision transformers, and federated learning by Ahsan, Md Manjurul, Alam, Tasfiq E., Haque, Mohd Ariful, Ali, Md Shahin, Rifat, Rakib Hossain, Nafi, Abdullah Al Nomaan, Hossain, Md Maruf, Islam, Md Khairul

“…The Monkeypox outbreak has emerged as a pressing global health challenge, evidenced by rising cases across nations. Individuals afflicted exhibit diverse…”
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A Modified Iterative Algorithm for Numerical Investigation of HIV Infection Dynamics by Ghosh, Indranil, Rashid, Muhammad Mahbubur, Mawa, Shukranul, Roy, Rupal, Ahsan, Md Manjurul, Uddin, Muhammad Ramiz, Gupta, Kishor Datta, Ghosh, Pallabi

“…The human immunodeficiency virus (HIV) mainly attacks CD4+ T cells in the host. Chronic HIV infection gradually depletes the CD4+ T cell pool, compromising the…”
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Face Recognition in an Unconstrained and Real-Time Environment Using Novel BMC-LBPH Methods Incorporates with DJI Vision Sensor by Ahsan, Md Manjurul, Li, Yueqing, Zhang, Jing, Ahad, Md Tanvir, Yazdan, Munshi Md. Shafwat

“…Face recognition (FR) in an unconstrained environment, such as low light, illumination variations, and bad weather is very challenging and still needs…”
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Cardiovascular disease identification using a hybrid CNN-LSTM model with explainable AI by Hossain, Md Maruf, Ali, Md Shahin, Ahmed, Md Mahfuz, Rakib, Md Rakibul Hasan, Kona, Moutushi Akter, Afrin, Sadia, Islam, Md Khairul, Ahsan, Md Manjurul, Raj, Sheikh Md Razibul Hasan, Rahman, Md Habibur

“…Cardiovascular disease (CVD) is a leading cause of death worldwide, with millions dying each year. The identification and early diagnosis of CVD are critical…”
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Enhancing Atrial Fibrillation detection accuracy: A wavelet transform filtered single lead ECG signal analysis with artificial neural networks and novel feature extraction by Duranta, D.U.S., Ali, Md Shahin, Das, Abhilash Arjan, Rahman, Md Mahbubur, Ahsan, Md Manjurul, Miah, Md Sipon, Islam, Md Khairul

“…Atrial Fibrillation (AF) is a common cardiac arrhythmia that can lead to fatal outcomes. Detecting AF early is crucial for improving patient outcomes and…”
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Efficient Deep Learning-Based Data-Centric Approach for Autism Spectrum Disorder Diagnosis from Facial Images Using Explainable AI by Alam, Mohammad Shafiul, Rashid, Muhammad Mahbubur, Faizabadi, Ahmed Rimaz, Mohd Zaki, Hasan Firdaus, Alam, Tasfiq E, Ali, Md Shahin, Gupta, Kishor Datta, Ahsan, Md Manjurul

“…The research describes an effective deep learning-based, data-centric approach for diagnosing autism spectrum disorder from facial images. To classify ASD and…”
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