Sudipta Roy, Samia Huq, Aisha Binte Abdur Rob
Relationships between religious beliefs, institutions, educational strategies, and delivery pose practical challenges for policy makers in all countries. They have particular significance today in Bangladesh given the national and regional developments that shine light on religious roles within nati...
Sudipta Roy, Shaikh Akib Shahriyar, Md. Asaf-Uddowla, Kazi Md. Rokibul Alam et al.
In this paper, a novel model for encrypting text messages using time varying delayed Hopfield neural network and a posterior DNA cryptographic model is proposed. The chaotic neural network applied here is used to generate a binary sequence which is later passed to a permutation function and generate...
Nilakshi Chakraborty, Abir Das, Sayan Pal, Soumita Roy et al.
Aluminum (Al) makes up a third of the Earth's crust and is a widespread toxic contaminant, particularly in acidic soils. It impacts crops at multiple levels, from cellular to whole plant systems. This review delves into Al's reactivity, including its cellular transport, involvement in oxidative redo...
Sudipta Roy, Mahtab Ahmed, M. A. H. Akhand
In real-world scenario, image classification models degrade in performance as the images are corrupted with noise, while these models are trained with preprocessed data. Although deep neural networks (DNNs) are found efficient for image classification due to their deep layer-wise design to emulate l...
Sudipta Roy, Mahtab Ahmed, M. A. H. Akhand
In real-world scenario, image classification models degrade in performance as the images are corrupted with noise, while these models are trained with preprocessed data. Although deep neural networks (DNNs) are found efficient for image classification due to their deep layer-wise design to emulate l...
Shaikh Akib Shahriyar, Kazi Md. Rokibul Alam, Sudipta Roy, Yasuhiko Morimoto
Single label image classification has been promisingly demonstrated using Convolutional Neural Network (CNN). However, how this CNN will fit for multi-label images is still difficult to solve. It is mainly difficult due to lack of multi-label training image data and high complexity of latent obj ect...
Sudipta Roy, Mahtab Ahmed, M. A. H. Akhand
Image processing tasks has found a new dimension with the improvement of learning feature representation from images using deep networks. Most of the research works are conducted over pre-possessed image data in the lab. But, these methods fail in the real world scenario as most of the time the imag...
Amin Lutful Kabir, Sudipta Roy, R Habib, Kazi Selim Anwar et al.
Due to lack of robust data on childhood cystic fibrosis (CF) in Bangladesh we sought to evaluate their clinico-epidemiology. A cross-sectional observation was conducted adopting CF-foundation consensus-panel-diagnostic criteria in 3 tertiary-care-hospitals in Bangladesh from 2000 to 2017. Clinically...
Umme Sara, Utpol Kanti Das, Juel Sikder, Sudipta Roy Chowdhury
The uncontrolled growth of skin cells in the epidermis producing the creation of a mass termed a tumor is a dangerous condition known as skin cancer. Current developments in deep learning artificial intelligence have greatly improved image-based diagnosis. In this study, we included a Skin Lesion Ca...
Rafeza Khatun, Sudipta Roy, Aziz Abdur Rahman
The present study was designed to investigate comparative anti-inflammatory and thrombolytic activity of the ethanolic extract of Mikania cordata (MC), Mikania micrantha (MM) and Mikania scandens (MS) (Family: Asteraceae). Phytochemical screening of these three species was also evaluated. Anti-infla...
Sudipta Roy, Abhijit Biswas, Mst. Tanzila Aktar Shawon, Samia Akter et al.
Abstract Background Dengue fever, a viral illness spread mostly by Aedes mosquitoes, continues to pose a substantial public health issue in Dhaka city, Bangladesh. In Dhaka, climatic and socio-demographic factors like population density affect the spread of dengue. The dengue indexes are greatest in...
Nilakshi Chakraborty, Abir Das, Sayan Pal, Soumita Roy et al.
Aluminum (Al), making up a third of the Earth's crust, is a widespread toxic contaminant, particularly in acidic soils. It impacts crops at multiple levels, from the cellular to the whole plant. This review delves into aluminum's reactivity, including its cellular transport, involv...
Rafeza Khatun, Laila Nasrin, Sudipta Raha Roy, Mudasir A. Tantry et al.
There is considerable interest of using oriental medicinal plants to treat various infections due to multiple and repeated issues with antibiotic efficacy. The vast history of traditional Asian medicine may facilitate the discovery of new antibiotics from herbal products used to treat infections. In...
Sudipta Roy, Tamjid Haque Sarker, M. M. A. Hashem
Cloud Computing is an enormously growing phenomenon in the present days enabling IT related services to run in a more dynamic and scalable way than the previous days and cloud marketplace is becoming more competitive with the entrance of new cloud service providers (CSP) offering similar functionali...
Mahmuda Hassan, Hamidur Rahman, BH Nazma Yasmeen, Afsana Mukti et al.
Thiamine (vitamin B1) was the first B vitamin which has been identified. It serves as a cofactor for several enzymes involved in energy metabolism. The thiamine-dependent enzymes are important for the biosynthesis of neurotransmitters and for the production of reducing substances used in oxidant str...