School of Data and Sciences (SDS): Recent submissions
Now showing items 161-180 of 2374
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Identification of Acinetobacter baumannii from clinical ACB complex isolates of nine sentinel surveillance sites of IEDCR: focus on their distribution and antibiotic susceptibility pattern
(Brac University, 2024-02)ACB complex, a major concern in hospitals, particularly in intensive care unit (ICU), causes nosocomial infections & is multidrug-resistant (MDR), making infection management practices more challenging. (Acb) complex ... -
Comparative analysis of prevalence and antimicrobial resistance pattern of Staphylococcus aureus isolated from hospital effluents wastewater and hospital adjacent communities in Dhaka city
(Brac University, 2023-12)Staphylococcus aureus is a gram-positive bacterium with spherical shape. They are member of Bacillota family. By nature, this organism is facultatively anaerobe, facultative anaerobe microorganisms don’t require oxygen to ... -
An investigation into the present condition and biomolecular activities of Bangladeshi seaweed with deadly diseases: a review
(Brac University, 2024-01)The potential for therapeutic and nutraceutical applications of marine algae is unparalleled because they contain several novel molecules and other bioactive compounds. Many known and unknown marine algae are abundant in ... -
Human resource management system
(Brac University, 2023-09)Internships offer students valuable opportunities for experiential learning outside of the conventional academic setting, enabling learners to cultivate competencies, knowledge, and interpersonal aptitudes via hands-on ... -
Automatic helmet-less biker detection using deep learning
(Brac University, 2023-09)When riders don’t wear a helmet while driving a motorcycle, they aren’t paying attention, leading to crashes and more deaths. The researchers utilized multiple deep-learning models to identify motorcyclists without ... -
IoT based air components collection for machine learning reinforcement
(Brac University, 2022-05)Air pollution has been a noteworthy threat for a long time now in the 21st century. Human lives have never faced such an obscene amount of threat from the very air it needs to breathe to stay alive. As technology evolves ... -
Transfer learning based industrial steel plates fault diagnosis using industrial fault signals
(Brac University, 2021-09)Transfer learning (TL) has shown its great advantage to solve small-training-sample issues utilizing information learned from existing large data with deep learning tech- niques. Transfer learning has been e ectively ... -
A hybrid approach to determine patients critical situation using expression & posture with convolutional neural network & Blazepose algorithm
(Brac University, 2022-01)Patients are considered to be one of the most vulnerable persons. When it comes to critical patients their movements and behaviors need to be monitored constantly as simple negligences could result in severe consequences. ... -
Skin cancer classification for seven types of skin lesions
(Brac University, 2023-05)Machine learning (ML) for skin lesion identification employs algorithms, notably convolutional neural networks (CNNs), to categorize and detect skin lesions, aiming to enhance early detection and treatment of skin cancer. ... -
Subjective question generation and answer evaluation using NLP
(Brac University, 2023)Natural Language Processing (NLP) is one of the most revolutionary technologies today. It uses artificial intelligence to understand human text and spoken words. It is used for text summarization, grammar checking, ... -
Enhancing Monkeypox diagnosis: a machine learning approach for skin lession classification
(Brac University, 2023-09)Virus which causes monkeypox is capable of infecting both humans and nonhuman primates. In order to effectively treat monkeypox and prevent the disease’s further spread, it is necessary to diagnose the skin lesions caused ... -
Normalizing images in various weather and lighting conditions using Pix2Pix GAN
(Brac University, 2024-01)Autonomous vehicles are widely regarded as the future of transportation due to its possible uses in a myriad of applications. In recent years, perception systems in driverless cars have had reasonable development through ... -
Gender classification in Bangla language using deep learning-based voice analysis
(Brac University, 2023)Gender classification based on voice analysis is one of the elemental tasks in speech and audio processing, with various applications such as speech recognition systems, voice assistants, call center analytics, etc. For ... -
Incorporating deep features extracted from convolutional neural networks to utilize machine learning classifiers for improved identification of Maize Leaf Disease
(Brac University, 2023-09)Maize is one of the most produced crops in the world and a significant contributor to the economy of various countries. Maize leaf diseases can lead to hamper of crop production and eventually reduce profit of agricultural ... -
Academic document verification using SSI and blockchain technology
(Brac University, 2023-09)Academic certificates are evidence of qualification for their recipients. Although academic data is regularly transmitted by institutes, the procedure of transferring and verifying this data is usually tiring and ... -
Hate speech detection using machine learning techniques
(Brac University, 2022-05)Social media and sharing platforms are improving in tandem with the internet. Although, humanity has bene ted from these platforms in a variety of ways. However, many people were faced with a variety of obstacles and ... -
D-ARTNET22 V1: a neural network framework against stolen digital artworks getting Non-Fungible Token (NFT) labels
(Brac University, 2022-05)"Since NFT sites gained fame for selling digital arts, NFT crimes have taken a toll on excessive amounts of digital content creators as stolen digital artworks get their ownership changed permanently in the name of the ... -
Predicting temperature of major cities using machine learning and deep learning
(Brac University, 2022-05)Currently, the issue that concerns the world leaders most is climate change for its effect on agriculture, environment and economies of daily life. So, to combat this, temperature prediction with strong accuracy is vital. ... -
An update on Hutchinson-Gilford progeria syndrome: a review of the current state of knowledge in Genetic Etiology, Molecular Pathogenesis, and Emerging Treatment Strategies
(Brac University, 2023-12)Hutchinson-Gilford progeria syndrome (HGPS) is a rare genetic disorder characterized by a premature aging system, which leads to death before 14.6 years due to cardiovascular complications and heart failure. HGPS is connected ... -
A review on prevalence and antimicrobial resistance in salmonella enteritidis and salmonella typhimurium in poultry
(Brac University, 2023-11)Salmonellosis poses an enduring global challenge, contributing significantly to foodborne illnesses and economic burdens. This review focused on the prevalence of Salmonella serovars Enteritidis and Typhimurium in poultry ...
