Bandhan Sarker, Md. Matiur Rahaman, Md. Ariful Islam, Muhammad Habibulla Alamin et al.
The pandemic of COVID-19 is a severe threat to human life and the global economy. Despite the success of vaccination efforts in reducing the spread of the virus, the situation remains largely uncontrolled due to the random mutation in the RNA sequence of severe acute respiratory syndrome coronavirus...
Muhammad Habibulla Alamin, Md. Matiur Rahaman, Farzana Ferdousi, Arnob Sarker et al.
COVID-19 caused by SARS-CoV-2 is a global health issue. It is yet a severe risk factor to the patients, who are also suffering from one or more chronic diseases including different lung diseases. In this study, we explored common molecular signatures for which SARS-CoV-2 infections and different lun...
Bandhan Sarker, Md. Matiur Rahaman, Muhammad Habibulla Alamin, Md. Ariful Islam et al.
The edgeR (Robust) is a popular approach for identifying differentially expressed genes (DEGs) from RNA-Seq profiles. However, it shows weak performance against gene-specific outliers and is unable to handle missing observations. To address these issues, we proposed a pre-processing approach of RNA-...
Md. Matiur Rahaman, Bandhan Sarker, Muhammad Habibulla Alamin, Farzana Ferdousi
The identification of key features and reliable phenotype classification remains pivotal in cancer research, with direct implications for early diagnosis, prognosis, treatment optimization, and cost reduction in healthcare. This study introduces a hybrid model that integrates statistical and machine...
Maria Arman, Muhammad Habibulla Alamin, Md. Selim Reza, Tasnia Akter Maya et al.
Mohammad Kamal Hossain, Md Rafi Hasan, Md. Sabbir Hossain, Muhammad Habibulla Alamin
Background: Geriatric depression has become a significant concern. This study addresses the growing concern regarding geriatric depression by investigating its prevalence and associated socio-demographic and socioeconomic factors among elderly individuals in the Gopalganj District of Bangladesh. Met...
Md Amanat Ullah Arman, Md. Selim Reza, Muhammad Habibulla Alamin, Tasnia Akter Maya et al.
Prostate cancer (PCa) is a major malignancy affecting men and is a significant contributor to global male mortality. Over the past decade, several new treatments for advanced PCa have been approved; however, opportunities remain for the development of novel therapeutic strategies. Therefore, in this...
Md. Matiur Rahaman, Bandhan Sarker, Muhammad Habibulla Alamin, Farzana Ferdousi
K. Fatema, Muhammad Habibulla Alamin, Md. Zahid Hasan, Md. Murad Hossain
There are several pieces of research on the statistical modeling of rainfall data in Bangladesh. Since all the seasons of a year do not receive a similar amount of rainfall, hence one single statistical model might not be able to explain the pattern of rainfall at any season of a year. According to ...