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Results for “"Md. Zabirul Islam"”

8 results

A combined deep CNN-LSTM network for the detection of novel coronavirus (COVID-19) using X-ray images

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Md. Zabirul Islam, Md. Milon Islam, Amanullah Asraf

Journal: Informatics in Medicine UnlockedYear: 2020Citations: 623

Nowadays, automatic disease detection has become a crucial issue in medical science due to rapid population growth. An automatic disease detection framework assists doctors in the diagnosis of disease and provides exact, consistent, and fast results and reduces the death rate. Coronavirus (COVID-19)...

Health SciencesMedicineRadiology, Nuclear Medicine and ImagingOpen Access
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A Combined Deep CNN-LSTM Network for the Detection of Novel Coronavirus (COVID-19) Using X-ray Images

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Md. Zabirul Islam, Md. Milon Islam, Amanullah Asraf

Journal: medRxivYear: 2020Citations: 97

Abstract Nowadays automatic disease detection has become a crucial issue in medical science with the rapid growth of population. Coronavirus (COVID-19) has become one of the most severe and acute diseases in very recent times that has been spread globally. Automatic disease detection framework assis...

Health SciencesMedicineRadiology, Nuclear Medicine and ImagingOpen Access
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Deep Learning Applications to Combat Novel Coronavirus (COVID-19) Pandemic

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Amanullah Asraf, Md. Zabirul Islam, Md. Rezwanul Haque, Md. Milon Islam

Journal: SN Computer ScienceYear: 2020Citations: 83

During this global pandemic, researchers around the world are trying to find out innovative technology for a smart healthcare system to combat coronavirus. The evidence of deep learning applications on the past epidemic inspires the experts by giving a new direction to control this outbreak. The aim...

Health SciencesMedicineRadiology, Nuclear Medicine and ImagingOpen Access
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Diagnosis of COVID-19 from X-rays Using Combined CNN-RNN Architecture with Transfer Learning

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Mabrook Al‐Rakhami, Md. Milon Islam, Md. Zabirul Islam, Amanullah Asraf et al.

Journal: medRxivYear: 2020Citations: 72

Abstract The confrontation of COVID-19 pandemic has become one of the promising challenges of the world healthcare. Accurate and fast diagnosis of COVID-19 cases is essential for correct medical treatment to control this pandemic. Compared with the reverse-transcription polymerase chain reaction (RT...

Health SciencesMedicineRadiology, Nuclear Medicine and ImagingOpen Access
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Diagnosis of COVID-19 from X-rays using combined CNN-RNN architecture with transfer learning

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Md. Milon Islam, Md. Zabirul Islam, Amanullah Asraf, Mabrook Al‐Rakhami et al.

Journal: BenchCouncil Transactions on Benchmarks Standards and EvaluationsYear: 2022Citations: 45

Combating the COVID-19 pandemic has emerged as one of the most promising issues in global healthcare. Accurate and fast diagnosis of COVID-19 cases is required for the right medical treatment to control this pandemic. Chest radiography imaging techniques are more effective than the reverse-transcrip...

Health SciencesMedicineRadiology, Nuclear Medicine and ImagingOpen Access
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A Hybrid Framework for Sentiment Analysis from Bangla Texts

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Md. Motaleb Hossen Manik, Fabliha Haque, M. M. A. Hashem, Md. Ahsan Habib et al.

Year: 2022Citations: 5

Sentiment analysis has gained significant interest from multiple perspectives due to the rise of user interactions on social media and the web. It assists people in choosing the best service or product by analyzing the reviews of available options. Due to the current rise in demand, Bangla sentiment...

Physical SciencesComputer ScienceArtificial Intelligence
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Redefining Crime Record Storage: An Advanced Architecture Harnessing the Power of Blockchain Technology

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Md. Motaleb Hossen Manik, Anite Halim Sagor, Md. Ahsan Habib, Md. Mossadek Touhid et al.

Year: 2023Citations: 2

Crime record storing is a significant task for law enforcement agencies. Often, they face challenges in managing and inspecting the records efficiently and securely. Moreover, locally stored data, as hard copy or electronically, can be modified by any entity, which creates a possibility of data alte...

Physical SciencesComputer ScienceInformation Systems
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Unifying Sentiment Analysis and Emotion Recognition for Bangla Text: A Hybrid Approach

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Md. Motaleb Hossen Manik, Anite Halim Sagor, Fahim Ahmed Mondal, Md. Mossadek Touhid et al.

Year: 2025Citations: 1

Text analysis refers to finding the inner meaning of textual data where it may vary based on the representation. Bangla text analysis is a trending topic due to its huge demand and hence researchers are devoted to finding new ways regularly to do so. The current works on Bangla text analysis either ...

Physical SciencesComputer ScienceArtificial Intelligence
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