Eklas Hossain, Shidhartho Roy, Naeem Mohammad, Nafiu Nawar et al.
The rise in power shutdowns triggered by severe weather due to deteriorating climate change has expedited the research in enhancing community resilience. Several researchers and policy-makers have contributed to the characterization and parameterization of energy resilience and reliability in partic...
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 ...
Md. Kamrul Hasan, Md. Ashraful Alam, Md. Toufick E Elahi, Shidhartho Roy et al.
BACKGROUND AND OBJECTIVE In modern ophthalmology, automated Computer-aided Screening Tools (CSTs) are crucial non-intrusive diagnosis methods, where an accurate segmentation of Optic Disc (OD) and localization of OD and Fovea centers are substantial integral parts. However, designing such an automat...
Sanzana Tabassum, Tanvin Rahman, Ashraf Ul Islam, Sumayya Rahman et al.
The ambitious target of net-zero emission by 2050 has been aggressively driving the renewable energy sector in many countries. Leading the race of renewable energy sources is solar energy, the fastest growing energy source at present. The solar industry has witnessed more growth in the last decade t...
Md. Kamrul Hasan, Md. Ashraful Alam, Lavsen Dahal, Shidhartho Roy et al.
Since the COVID-19 pandemic, several research studies have proposed Deep Learning (DL)-based automated COVID-19 detection, reporting high cross-validation accuracy when classifying COVID-19 patients from normal or other common Pneumonia. Although the reported outcomes are very high in most cases, th...
Tanbin Islam Rohan, Md. Salah Uddin Yusuf, Monira Islam, Shidhartho Roy
Epileptic seizure is one of the common neurological disorder now a day. But this is curable if it can be detected in the early stage. So, this research become a necessity in the early prediction of epileptic seizure. A complete and reliable system can classify the epileptic seizure patients and the ...
Shidhartho Roy, Monira Islam, Md. Salah Uddin Yusuf, Nushrat Jahan
BACKGROUND AND OBJECTIVE For the emerging significance of mental stress, various research directives have been established over time to understand better the causes of stress and how to deal with it. In recent years, the rise of video gameplay has been unprecedented, further triggered by the lockdow...
Md. Kamrul Hasan, Tajwar Abrar Aleef, Shidhartho Roy
Mammography is the most widely used gold standard for screening breast cancer, where mass classification is a prominent step. Classification of mass in the breast is, however, an arduous problem as they usually have large variations in terms of shape, size, boundary, and texture. In this study, the ...
Md. Mehedi Hasan, Md. Salah Uddin Yusuf, Tanbin Islam Rohan, Shidhartho Roy
Face liveness detection is a big challenge for the researcher. Face recognition based security system suffer from spoofing attack, because of lacking of proper face liveness detection system. In this paper, we proposed a new approach to prevent spoofing attack with a two stage approach, one is motio...
Md. Kamrul Hasan, Md. Ashraful Alam, Lavsen Dahal, Md. Toufick E Elahi et al.
ABSTRACT A large number of studies in the past months have proposed deep learning-based Artificial Intelligence (AI) tools for automated detection of COVID-19 using publicly available datasets of Chest X-rays (CXRs) or CT scans for training and evaluation. Most of these studies report high accuracy ...
Md. Salah Uddin Yusuf, Monira Islam, Shidhartho Roy
Stress is the non-specific response of human brain which changes according to the demand of day to day life. In this paper stress and relaxation of brain is identified from the activation of alpha ( α) and beta ( β) EEG bands depending on their power spectral density (PSD). Stress occurs due to sust...
Shidhartho Roy, Md. Salah Uddin Yusuf, Monira Islam, Tanbin Islam Rohan
Music is a popular source of entertainment and a way of relief from stress. But with the elapse of time duration it may changes the mood of human being. In this paper, age based mood changes of human being will be analyzed with music stimulated potentials based on power spectral density (PSD). Music...
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...
Tarun Kanti Ghosh, Md. Kamrul Hasan, Shidhartho Roy, Md. Ashraful Alam et al.
Accurate and robust whole heart substructure segmentation is crucial in developing clinical applications, such as computer-aided diagnosis and computer-aided surgery. However, the segmentation of different heart substructures is challenging because of inadequate edge or boundary information, the com...
Shidhartho Roy, Monira Islam, Md. Salah Uddin Yusuf, Tanbin Islam Rohan