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Browsing Articles by Author "Chakraborty, Sovon"

Browsing Articles by Author "Chakraborty, Sovon"

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  • Analysing Most Efficient Deep Learning Model To Detect COVID-19 From Computer Tomography Images 
    Shamrat, F. M. Javed Mehedi; Chakraborty, Sovon; Ahammad, Rasel; Shitab, Tanzil Mahbub; Kazi, Md. Aslam; Hossain, Alamin; Mahmud, Imran (Daffodil International University, 2022-09-16)
    COVID-19 illness has a detrimental impact on the respiratory system, and the severity of the infection may be determined utilizing a selected imaging technique. Chest computer tomography (CT) imaging is a reliable diagnostic ...
  • Bearing Fault Detection based on Internet of Things using Convolutional Neural Network 
    Chakraborty, Sovon; Shamrat, F. M. Javed Mehedi; Ahammad, Rasel; Billah, Md. Masum; Kabir, Moumita; Hosen, Md Rabbani (Daffodil International University, 2022-04-04)
    In the age of the industrial revolution, industry and machinery are elements of the utmost importance to the development of human civilization. As industries are dependent on their machines, regular maintenance of these ...
  • BiGRU-ANN Based Hybrid Architecture for Intensified Classification Tasks with Explainable AI 
    Chakraborty, Sovon; Talukder, Muhammad Borhan Uddin; Hasan, Mohammad Mehadi; Noor, Jannatun; Uddin, Jia (Springer Nature Limited, 2023-10-04)
    Artificial Intelligence (AI) is increasingly being employed in critical decision-making processes such as medical diagnosis, credit approval, criminal justice, and many more. However, many AI models exploit complex algorithms ...
  • COVID-19 Detection Using Deep Learning Algorithm on Chest X-ray Images 
    Akter, Shamima; Shamrat, F. M. Javed Mehedi; Chakraborty, Sovon; Karim, Asif; Azam, Sami (Daffodil International University, 2021-11-13)
    COVID-19, regarded as the deadliest virus of the 21st century, has claimed the lives of millions of people around the globe in less than two years. Since the virus initially affects the lungs of patients, X-ray imaging ...
  • Covid-19 Detection Using Deep Learning Algorithm on Chest X-ray Images 
    Akter, Shamima; Shamrat, F M Javed Mehedi; Chakraborty, Sovon; Karim, Asif; Azam, Sami (Biology, 2021-11)
    COVID-19, regarded as the deadliest virus of the 21st century, has claimed the lives of millions of people around the globe in less than two years. Since the virus initially affects the lungs of patients, X-ray imaging of ...
  • Deep Learning Predictive Model for Colon Cancer Patient using CNN-based Classification 
    Tasnim, Zarrin; Chakraborty, Sovon; Shamrat, F. M. Javed Mehedi; Chowdhury, Ali Newaz; Nuha, Humaira Alam; Karim, Asif; Zahir, Sabrina Binte; Billah, Md. Masum (Scopus, 2021)
    In recent years, the area of Medicine and Healthcare has made significant advances with the assistance of computational technology. During this time, new diagnostic techniques were developed. Cancer is the world's ...
  • Face Mask Detection Using Convolutional Neural Network (CNN) to Reduce the Spread of Covid-19 
    Shamrat, F.M. Javed Mehedi; Chakraborty, Sovon; Billah, Md. Masum; Jubair, Md. Al; Islam, Md Saidul; Ranjan, Rumesh (2021 5th International Conference Trends in Electronics and Informatics (ICOEI), IEEE, 2021-06-21)
    The COVID-19 coronavirus pandemic is wreaking havoc on the world's health. The healthcare sector is in a state of disaster. Many precautionary steps have been taken to prevent the spread of this disease, including the usage ...
  • Implementation of Deep Learning Methods to Identify Rotten Fruits 
    Chakraborty, Sovon; Shamrat, F.M. Javed Mehedi; Billah, Md. Masum; Jubair, Md. Al; Alauddin, Md.; Ranjan, Rumesh (2021 5th International Conference on Trends in Electronics and Informatics (ICOEI), IEEE, 2021-06-21)
    Mostly in the agriculture sector, identifying rotten fruits has been critical. The classification of fresh and rotting fruits is typically carried out by humans, which is ineffective for fruit growers. Humans wear out by ...
  • Implementing E-Commerce Mobile and Web Application for Agricultural Products 
    Chakraborty, Sovon; Shamrat, F. M. Javed Mehedi; Islam, Md Saidul; Kabir, Foysal; Khan, Ali Newaz; Khater, Ankit (Daffodil International University, 2022-06-04)
    In Bangladesh, the increased number of brokers has resulted in a price increase in the agricultural goods market. They acquire items from farmers at a discount and resell them to consumers at a premium. This deprives ...
  • Industrial Fault Detection Using Transfer Learning Models 
    Chakraborty, Sovon; Shamrat, F.M. Javed Mehedi; Afrin, , Saima; Saha, Shaikat; Ahmed, Ishtiak; Thapa, Sittal (Scopus, 2021)
    Industry and equipment are critical factors in the advancement of human society in the era of the industrial revolution. Since factories are reliant on their machines, they must be maintained daily. However, if the machines ...
  • Internet of Things Based Electrocardiogram Monitoring System Using Machine Learning Algorithm 
    Rahman, Md. Obaidur; Shamrat, F. M. Javed Mehedi; Kashem, Mohammod Abul; Akte, Most. Fahmida; Chakraborty, Sovon; Ahmed, Marzia; Mustary, Shobnom (Daffodil International University, 2022-08-08)
    In Bangladesh’s rural regions, almost 30% of the population lives in poverty. Rural residents also have restricted access to nursing and diagnostic services due to obsolete healthcare infrastructure. Consequently, ...
  • Sentiment Analysis on Twitter Tweets about Covid-19 Vaccines Using NlP and Supervised KNN Classification Algorithm 
    Shamrat, F. M. Javed Mehedi; Chakraborty, Sovon; Imran, M. M.; Muna, Jannatun Naeem; Billah, Md. Masum; Das, Protiva; Rahman, Md. Obaidur (Indonesian Journal of Electrical Engineering and Computer Science, 2021)
    The pandemic has taken the world by storm. Almost the entire world went into lockdown to save the people from the deadly COVID-19. Scientists around the around have come up with several vaccines for the virus. Among them, ...
  • A Transfer Learning Approach for Face Recognition Using Average Pooling and MobileNetV2 
    Shamrat, F. M. Javed Mehedi; Chakraborty, Sovon; Moharram, Md. Shakil; Roy, Tonmoy; Rahman, Masudur; Aronya, Biraj Saha (Daffodil International University, 2022-07-01)
    Facial recognition is a fundamental method in facial-related science such as face detection, authentication, monitoring, and a crucial phase in computer vision and pattern recognition. Face recognition technology aids in ...

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