Md. Kamrul Hasan, Md. Ashraful Alam, Dola Das, Eklas Hossain et al.
Diabetes, also known as chronic illness, is a group of metabolic diseases due to a high level of sugar in the blood over a long period. The risk factor and severity of diabetes can be reduced significantly if the precise early prediction is possible. The robust and accurate prediction of diabetes is...
Md. Hasan Al Banna, Abu Sayeed, Satyajit Kundu, Enryka Christopher et al.
The recent COVID-19 pandemic has imposed threats on both physical and mental health since its outbreak. This study aimed to explore the impact of the COVID-19 pandemic on mental health among a representative sample of home-quarantined Bangladeshi adults. A cross-sectional design was used with an onl...
Hasan Al Banna, Abu Sayeed, Satyajit Kundu, Enryka Christopher et al.
The recent COVID-19 pandemic has imposed threats on both physical andmental health since its outbreak. This study aimed to explore the impactof the COVID-19 pandemic on mental health among a representativesample of home-quarantined Bangladeshi adults. A cross-sectional designwas used with an online ...
Zia Ahmed, A. H. M. Belayeth Hussain, Shrinidhi Ambinakudige, Mufti Nadimul Quamar Ahmed et al.
Moustaq Karim Khan Rony, Shuvashish Das Bala, Md. Moshiur Rahman, Afrin Jahan Dola et al.
Background: As the incidence of COVID-19 is increasing, the Bangladesh government has announced a countrywide shutdown instead of a lockdown. Consequently, front-line healthcare workers, particularly nurses, are confronting more challenging situations at work. Objective: This study aimed to explore ...
Md.Fozle Rabbi, Sraboni Das Dola, Noorjahan Binte Kader Taha, Tamim Al Mahmud et al.
Many species around the globe heavily depend on flowers, and even the use of flowers for medical purposes is enormous, which has been in practice since ancient times. In modern botany, agronomy, and species research, the identification and classification of flowers mainly depend on human interventio...
Arifur Rahman, Sakib Zaman, Shahriar Parvej, Pintu Chandra Shill et al.
Fake news dissemination is a critical problem, jeopardizing the reliability of information and eroding public confidence. Machine learning provides a solution by distinguishing between real and misleading news. In this study, we utilized various classifiers such as KNN, Logistic Regression, Decision...
Md. Shahidul Salim, Hasan Murad, Dola Das, S. Faisal Ahmed
Natural Language Processing (NLP) has entered a new era with the advent of pre-trained language models, paving the way for constructing robust language models. Pretrained transformer-based models such as GPT-2 have become prevalent due to their cutting-edge efficiency. However, these approaches rely...
Arpita Das, Shanta Kumar Das, Dola Das, Kazi Md. Rokibul Alam
In the present world, diabetes can be a life-threatening disease. If it is not treated timely, it can lead to different diseases like kidney damage, stroke, nerve damage, etc. But diabetes can be easily controlled if it is predicted as early as possible. In this paper, we proposed a system that can ...
Mona Pakzad, Mahrokh Dolatian, Yahia Jahangiri, Malihe Nasiri et al.
Objective: Mental health problems in women during pregnancy are widely associated with the negative consequences of pregnancy. Various factors can affect the mental health improvement in pregnancy. The effects of lifestyle and especially the Islamic lifestyle on mental health are unknown. Therefore,...
Dola Das, Prottoy Saha, Nawshin Tabassum
In the present era, every people wants to be self-reliant even if he is a visually impaired person. Even these people want to be self-reliant in the busy road or a crowded place. This paper offers a system that helps these people. The system includes three Ultrasonic Sonar sensors, three Passive Inf...
Arifur Rahman, Sakib Zaman, Dola Das
In the domain of bioinformatics, DNA sequence classification is an indispensable tool that spans various scientific disciplines, contributing to scientists' understanding of biology, aiding in the identification of genes, regulatory elements, and the functional significance of distinct genomic regio...
N. Pontus Leander, Edward P. Lemay, Bertus F. Jeronimus, Anita C. Keller et al.
The PsyCorona collaboration is a research project to examine processes involved in the COVID-19 pandemic, such as behavior that curbs virus transmission, which may implicate social norms, cooperation, and self-regulation. The study also examines psychosocial consequences of physical distancing strat...
Alvi Ahmmed Nabil, Dola Das, Md. Shahidul Salim, Shamsul Arifeen et al.
Text classification is one of the most important tasks in Natural Language Processing. As text data is growing rapidly, it needs more computational power to classify the text in a big dataset. The task is difficult for characteristic-rich languages like Bangla. Having good-quality text data signific...
Dola Das, Kazi Md. Rokibul Alam, Yasuhiko Morimoto
While finding out dominant objects over multiple competing parties’ sensitive datasets via multi-party skyline queries (MSQs), upholding ample data privacy with integrity, data and data owners’ (i.e., parties) anonymity, verifiable deeds of entities, the robustness of framework, etc., is crucial. Th...