Sukarna Barua, Md. Monirul Islam, Xin Yao, Kazuyuki Murase
Imbalanced learning problems contain an unequal distribution of data samples among different classes and pose a challenge to any classifier as it becomes hard to learn the minority class samples. Synthetic oversampling methods address this problem by generating the synthetic minority class samples t...
Suborna Barua
The globalization of COVID-19 pandemic and its economic impacts is set to run havoc across all economies in the world, throwing many into recession and possibly economic depression. As the numbers of infected and death cases rise sharply and recovery from the pandemic remains uncertain even in devel...
Zapan Barua, Sajib Barua, Salma Aktar, Najma Kabir et al.
The proliferation of misinformation on social media platforms is faster than the spread of Corona Virus Diseases (COVID-19) and it can generate hefty deleterious consequences on health amid a disaster like COVID-19. Drawing upon research on the stimulus-response theory (hypodermic needle theory) and...
Sk Akhtar Ahmad, Md Sayed, Shilajit Barua, Manzurul Haque Khan et al.
We studied a group of women of reproductive age (15-49 years) who were chronically exposed to arsenic through drinking water to identify the pregnancy outcomes in terms of live birth, stillbirth, spontaneous abortion, and preterm birth. We compared pregnancy outcomes of exposed respondents with preg...
Elias Hossain, Rajib Rana, Niall Higgins, Jeffrey Soar et al.
BACKGROUND Natural Language Processing (NLP) is widely used to extract clinical insights from Electronic Health Records (EHRs). However, the lack of annotated data, automated tools, and other challenges hinder the full utilisation of NLP for EHRs. Various Machine Learning (ML), Deep Learning (DL) an...
Mohammad Zahedul Alam, Md. Rakibul Hoque, Wang Hu, Zapan Barua
mHealth under the umbrella of eHealth has become an essential tool for providing quality, accessible and equal health care services at an affordable cost. Despite the potential benefits of mHealth, its adoption remains a big challenge in developing countries such as Bangladesh. This study aims to ex...
Tahera Akter, Fatema Tuz Jhohura, Fahmida Akter, Tridib Roy Chowdhury et al.
BACKGROUND: Public health is at risk due to chemical contaminants in drinking water which may have immediate health consequences. Drinking water sources are susceptible to pollutants depending on geological conditions and agricultural, industrial, and other man-made activities. Ensuring the safety o...
Roger I. Glass, Jan Holmgren, Charles E. Haley, M. R. Khan et al.
At the Matlab Hospital of the International Centre for Diarrhoeal Disease Research, Bangladesh, the authors examined the blood groups of patients hospitalized between January and September 1979 for diarrheal disease due to a variety of bacterial and viral agents. A significant association was identi...
Zidan Khan, Nikhil Nath, Abdur Rauf, Talha Bin Emran et al.
Currently, available therapeutic medications are both costly as well as not entirely promising in terms of potency. So, new candidates from natural resources are of research interest to find new alternative therapeutics. A well-known combination is a β-sitosterol, a plant-derived nutrient with antic...
Kishwar Azad, Sarah Barnett, B Banerjee, Sanjit Kumer Shaha et al.
Background Two recent trials have shown that women's groups can reduce neonatal mortality in poor communities. We assessed the effectiveness of a scaled-up development programme with women's groups to address maternal and neonatal care in three rural districts of Bangladesh. Methods 18 clusters (wit...
Sabina Yasmin, Bijoy Sonker Barua, Mayeen Uddin Khandaker, F.-U.-Z. Chowdhury et al.
Following the rapid growing economy, the Bangladeshi dwellers are replacing their traditional (mud-, bamboo-, and wood-based) houses to modern multistoried buildings, where different types of glasses are being used as decorative as well as structural materials due to their various advantageous prope...
Simon Le Hello, Amany Bekhit, Sophie A. Granier, Himel Barua et al.
While the spread of Salmonella enterica serotype Kentucky resistant to ciprofloxacin across Africa and the Middle-East has been described recently, the presence of this strain in humans, food, various animal species (livestock, pets, and wildlife) and in environment is suspected in other countries o...
Bipasha Barua, Suborna Barua
The COVID-19 pandemic is damaging economies across the world, including financial markets and institutions in all possible dimensions. For banks in particular, the pandemic generates multifaceted crises, mostly through increases in default rates. This is likely to be worse in developing economies wi...
Suborna Barua, Micol Alexandria Chiesa
Abstract Financing through the supply‐driven green bonds market has significantly surged in recent years. In this paper, we examine the factors influencing the size of financing though green bond supply, using cross‐section OLS regressions on a global dataset for 8 years (2010–2017) sourced from Blo...
Arup Barua, Md Abdullah Al Alamin, Md. Shohrab Hossain, Ekram Hossain
Bluetooth Low Energy (BLE) has become the de facto communication protocol for the Internet of Things (IoT) and smart wearable devices for its ultra-low energy consumption, ease of development, good enough network coverage, and data transfer speed. Due to the simplified design of this protocol, there...