Aishwariya Dutta, Md. Kamrul Hasan, Mohiuddin Ahmad, Md. Abdul Awal et al.
Diabetes is one of the most rapidly spreading diseases in the world, resulting in an array of significant complications, including cardiovascular disease, kidney failure, diabetic retinopathy, and neuropathy, among others, which contribute to an increase in morbidity and mortality rate. If diabetes ...
Md. Kamrul Hasan, Md. Ashraful Alam, Shidhartho Roy, Aishwariya Dutta et al.
Recently, numerous studies have been conducted on Missing Value Imputation (MVI), intending the primary solution scheme for the datasets containing one or more missing attribute’s values. The incorporation of MVI reinforces the Machine Learning (ML) models’ performance and necessitates a systematic ...
Chayan Mondal, Md. Kamrul Hasan, Mohiuddin Ahmad, Md. Abdul Awal et al.
Acute Lymphoblastic Leukemia (ALL) is a blood cell cancer characterized by the presence of excess immature lymphocytes., Even though automation in ALL prognosis is essential for cancer diagnosis, it remains a challenge due to the morphological correlation between malignant and normal cells. The trad...
Md. Kamrul Hasan, Md. Tasnim Jawad, Aishwariya Dutta, Md. Abdul Awal et al.
Measles is one of the significant public health issues responsible for the high mortality rate around the globe, especially for developing countries. Using nationally representative demographic and health survey data, measles vaccine utilization has been classified, and its underlying factors are id...
Aishwariya Dutta, Md. Kamrul Hasan, Mohiuddin Ahmad
Aishwariya Dutta, Md. Kamrul Hasan, Mohiuddin Ahmad
Abstract Skin cancer, also known as melanoma, is generally diagnosed visually from the dermoscopic images, which is a tedious and time-consuming task for the dermatologist. Such a visual assessment, via the naked eye for skin cancers, is a challenging and arduous due to different artifacts such as l...
Tanver Hasan Riyed, Tasnia Nabi, Aishwariya Dutta, Md. Kamrul Hasan et al.
Gestational diabetes mellitus (GDM) is characterized by glucose intolerance during pregnancy, resulting in an elevated blood glucose level and short-term and long-term health burdens. Therefore, early screening would aid in reducing complications associated with GDM and adverse pregnancy outcomes. M...
Md. Kamrul Hasan, Shidhartho Roy, Chayan Mondal, Md. Ashraful Alam et al.
Automated skin lesion analysis for simultaneous detection and recognition is still challenging for inter-class homogeneity and intra-class heterogeneity, leading to low generic capability of a Single Convolutional Neural Network (CNN) with limited datasets. This article proposes an end-to-end deep C...
Md. Kamrul Hasan, J. Tasnim, Aishwariya Dutta, Awal Md. Abdul et al.
This study utilized four consecutive nationally representative Demographic and Health Survey data of Bangladesh beginning from 2007, 2011, 2014, and 2017-18. These datasets were collected under the National Institute of Population Research and Training (NIPORT) authority of the Ministry of Health an...