Md Saef Ullah Miah, Md. Mohsin Kabir, Talha Bin Sarwar, Mejdl Safran et al.
Sentiment analysis is an essential task in natural language processing that involves identifying a text's polarity, whether it expresses positive, negative, or neutral sentiments. With the growth of social media and the Internet, sentiment analysis has become increasingly important in various fields...
Md. Reazul Islam, Md. Mohsin Kabir, M. F. Mridha, Sultan Alfarhood et al.
With an aging population and increased chronic diseases, remote health monitoring has become critical to improving patient care and reducing healthcare costs. The Internet of Things (IoT) has recently drawn much interest as a potential remote health monitoring remedy. IoT-based systems can gather an...
S. M. Nuruzzaman Nobel, S M Masfequier Rahman Swapno, Md. Rajibul Islam, Mejdl Safran et al.
In the healthcare domain, the essential task is to understand and classify diseases affecting the vocal folds (VFs). The accurate identification of VF disease is the key issue in this domain. Integrating VF segmentation and disease classification into a single system is challenging but important for...
Rifat Al Mamun Rudro, Kamruddin Nur, Md. Faruk Abdullah Al Sohan, M. F. Mridha et al.
The detection of faults in solar panels is essential for generating increased amounts of renewable green energy. Solar panels degrade over time due to physical damage, dust, or other faults. Numerous studies have been conducted to detect and monitor solar panel faults in real-time. This research exa...
Durjoy Mistry, M. F. Mridha, Mejdl Safran, Sultan Alfarhood et al.
E-learning, a modern method of education that utilizes electronic technologies such as computers, mobile devices, and the internet, has experienced a significant surge in adoption and usage in recent years. While it has the potential to reach every corner of the world, it also creates an opportunity...
Md Sakib Hossain Shovon, M. F. Mridha, Khan Md. Hasib, Sultan Alfarhood et al.
Breast Cancer (BC) is among women’s most lethal health concerns. Early diagnosis can alleviate the mortality rate by helping patients make efficient treatment decisions. Human Epidermal Growth Factor Receptor (HER2) has become one the most lethal subtype of BC. According to the College of American P...
Md. Mithun Hossain, M. Jahangir Hossain, M. F. Mridha, Mejdl Safran et al.
Understanding the nuanced emotions and points of view included in user-generated content remains challenging, even though text data analysis for mental health is a crucial instrument for assessing emotional well-being. Most current models neglect the significance of integrating viewpoints in compreh...
S. M. Nuruzzaman Nobel, Md Asif Imran, Nahida Zaman Bina, Md. Mohsin Kabir et al.
Deep Learning and computer vision have become potent agricultural technologies in recent years. These technologies are essential for identifying hazardous plant leaf diseases, which significantly impact crop quality and productivity. The precise distinction between healthy and damaged palm leaves is...
Md. Mustak Un Nobi, Md. Rifat, M. F. Mridha, Sultan Alfarhood et al.
The guava plant is widely cultivated in various regions of the Sub-Continent and Asian countries, including Bangladesh, due to its adaptability to different soil conditions and climate environments. The fruit plays a crucial role in providing food security and nutrition for the human body. However, ...
Istiak Mahmud, Md. Mohsin Kabir, M. F. Mridha, Sultan Alfarhood et al.
Accurate prediction of heart failure can help prevent life-threatening situations. Several factors contribute to the risk of heart failure, including underlying heart diseases such as coronary artery disease or heart attack, diabetes, hypertension, obesity, certain medications, and lifestyle habits ...
Md. Sazid Uddin, Md. Khairul Alam Mazumder, Afrina Jannat Prity, M. F. Mridha et al.
Cauliflower cultivation plays a pivotal role in the Indian Subcontinent's winter cropping landscape, contributing significantly to both agricultural output, economy and public health. However, the susceptibility of cauliflower crops to various diseases poses a threat to productivity and quality. Thi...
Dip Kumar Saha, Tuhin Hossain, Mejdl Safran, Sultan Alfarhood et al.
The prevalence of depression has increased dramatically over the last several decades: it is frequently overlooked and can have a significant impact on both physical and mental health. Therefore, it is crucial to develop an automated detection system that can instantly identify whether a person is d...
Niful Islam, Khan Md. Hasib, M. F. Mridha, Sultan Alfarhood et al.
Breast cancer is the second most common type of cancer among women. Prompt detection of breast cancer can impede its advancement to more advanced phases, thereby elevating the probability of favorable treatment consequences. Histopathological images are commonly used for breast cancer classification...
Mohammad Sayem Chowdhury, Tofayet Sultan, Nusrat Jahan, M. F. Mridha et al.
BACKGROUND: Hair and scalp disorders present a significant challenge in dermatology due to their clinical diversity and overlapping symptoms, often leading to misdiagnoses. Traditional diagnostic methods rely heavily on clinical expertise and are limited by subjectivity and accessibility, necessitat...
Dip Kumar Saha, Tuhin Hossain, Mejdl Safran, Sultan Alfarhood et al.
BACKGROUND: Mammography for the diagnosis of early breast cancer (BC) relies heavily on the identification of breast masses. However, in the early stages, it might be challenging to ascertain whether a breast mass is benign or malignant. Consequently, many deep learning (DL)-based computer-aided dia...