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Now showing items 1921-1930 of 1998
MalFam: a comprehensive study on malware families with state-of-the-art CNN architectures with classifications and XAI
(Brac University, 2024-01)
Just as the digital transformation of everything in this ‘Information Age’ has acted
substantially to mitigate conventional crimes to a degree, the rate of cyber crime
has parallelly elevated alarmingly. As malware has ...
Brain tumor detection with convolutional neural network
(Brac University, 2023-09)
The brain is the command center of our nervous system, which enables thoughts,
memories, movements, and emotions. In other words, it is the most important organ
in the human body. The human brain is very vulnerable to ...
ProteoKnight: phage virion protein classification with CNN and uncertainty quantification
(Brac University, 2024-01)
microbial ecosystems. This has led to their increased utilization in several research
areas, such as bacterial genome engineering, phage therapy, disease diagnostics, and
viral host identification. The structure of phages ...
Connected hidden neurons (CHNNet): an artificial neural network for rapid convergence
(Brac University, 2023-09)
Despite artificial neural networks being inspired by the functionalities of biological
neural networks, unlike biological neural networks, conventional artificial neural
networks are often structured hierarchically, which ...
eDoctor: an online medical service
(Brac University, 2024-01)
The COVID-19 situation has demonstrated the value of telemedicine in healthcare.
During the pandemic it was not safer to visit a hospital physically therefore
telemedicine has played a vital role on improving the standard ...
A smart avatar tutor for mimicking characters of Bangla sign language
(Brac University, 2024-01)
This paper presents an efficient novel approach to developing a smart avatar tutor
for teaching Bangla Sign Language (BSL). The avatar is designed to mimic the
numbers and alphabets used in BSL, providing an interactive ...
Polycystic ovary syndrome detection using neural network.
(Brac University, 2023-01)
A fairly frequent endocrine abnormality among women of reproductive age is polycystic
ovary syndrome (PCOS). In this disease, the ovaries produce abnormally high
levels of androgens, which are male sex hormones that are ...
Two dimensional convolutional neural network CNN approach for detection of Bangla sign language
(Brac University, 2022-09-28)
Sign language is known as the primary communication medium for deaf and mute
people. But the lack of available resources and a steep learning curve deter the
average person from learning it making communication with the ...
Behavior change analysis due to violent video gaming using deep learning models
(Brac University, 2024-02)
In the 21st century, technology has advanced at such a wondrous rate that people
resort to this developed medium to carry out most of their tasks, from household
chores to daily necessities and almost everything else. ...
Detecting different stages of Alzheimer’s disease from MRI images using deep learning and computer vision techniques
(Brac University, 2024-01)
The preliminary and precise diagnosis of Alzheimer’s Disease is significant for the
speedy management and intervention of the disorder. Numerous valuable tools such
as Magnetic Resonance Imaging (MRI), Positron Emission ...