Rabea Khatun, Maksuda Akter, Md. Manowarul Islam, Md. Ashraf Uddin et al.
Biomarker-based cancer identification and classification tools are widely used in bioinformatics and machine learning fields. However, the high dimensionality of microarray gene expression data poses a challenge for identifying important genes in cancer diagnosis. Many feature selection algorithms o...
Maksuda Akter, Rabea Khatun, Md. Alamin Talukder, Md. Manowarul Islam et al.
Skin cancer is a potentially life-threatening disease resulting from DNA damage, where early detection is critical to improving survival rates. This study introduces an advanced hybrid deep learning framework designed to enhance the accuracy of skin cancer classification, distinguishing between beni...
Saurav Das, Wahia Tasnim, Humayan Kabir Rana, Uzzal Kumar Acharjee et al.
Breast cancer is an alarming global health concern, including a vast and varied set of illnesses with different molecular characteristics. The fusion of sophisticated computational methodologies with extensive biological datasets has emerged as an effective strategy for unravelling complex patterns ...
Sabrin Ara, Rabea Khatun, Mohammad Salah Uddin
In the rush towards urbanization as well as with emerging consumption, many developing countries have witnessed the overflow of waste and depletion of the inexhaustible natural resources at an alarming rate. As wastes are the outgrowth of the urban system, the urban dynamics influence the quantity, ...
Rafiqul Islam, Mehedi Hasan, Md. Mamunur Rashid, Rabea Khatun
Rabea Khatun, Wahia Tasnim, Maksuda Akter, Md. Manowarul Islam et al.
Gallbladder cancer (GBC) is the most common biliary tract neoplasm. Identifying biomarkers for GBC initiation and progression remains a challenge. This study aimed to identify GBC biomarkers using machine learning and bioinformatics. Differentially expressed genes (DEGs) were identified from two mic...
Sohelee Nargis, Rabea Khatun, Kakali Saha, Shilpi Saha
Background: Caesarean section is a lifesaving procedure in the presence of maternal and fetal complications. In recent decades the rate of caesarean section is increasing rapidly due to several associated risk factors. The objective of this study was to assess the prevalence and associated risk fact...
Sohelee Nargis, Rabea Khatun, Kakali Saha, Shilpi Saha
Background: Maternal anaemia especially iron deficiency anaemia has become a common problem worldwide. It is associated with adverse pregnancy outcomes like preterm birth, low birth weight and increases incidence of postpartum haemorrhage (PPH). Hence, this study aimed to find the association betwee...
Sagufta Sabah Nakshi, Wahia Tasnim, Rabea Khatun
The inevitable neurological disorder known as Alzheimer's disease (AD) demands an early and precise diagnosis to enhance patient outcomes and facilitate prompt interventions. Though centralized training raises questions about data privacy, heterogeneity, and availability across institutions, recent ...
Nabanita Saha Joya, Sagar Biswas, Sadia Jannat Mitu, Rabea Khatun et al.
One common mental health condition that can seriously impair daily functioning is panic disorder. It is a type of anxiety disorder characterized by frequent, unplanned panic attacks. Effective treatment requires early and precise detection. With objective, data-driven methods, machine learning (ML) ...
Maksuda Akter, Rabea Khatun, Md. Manowarul Islam, Md. Ashraf Uddin
Mir Rabaya Akter, Sufia Khatun, Tayeeba Tanjin Mirza, Mohammad Azizur Rahman et al.
Background: Gestational diabetes (GDM) burden has been increasing progressively several years. Specially in pandemic days situation gets more tough as risk of getting infected is higher. However telemedicine approaches offers new hope to many. Objective: In this study our main goal is to evaluate th...
Rabea Khatun, Sohelee Nargis, Mir Rabaya Akter, Mohammad Azizur Rahman
Objective: In this study our main goal is to evaluate the efficiency and safety between Non-Descent Vaginal Hysterectomy (NDVH) and Total Abdominal Hysterectomy (TAH). Method: This randomized prospective comparative study was carried out Kumudini Women's Medical College from Jan2019 to Jan 2020. A t...
Rabea Khatun