School of Data and Sciences (SDS): Recent submissions
Now showing items 121-140 of 2374
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Genomic characterization of environmental Klebsiella pneumoniae through whole genome sequencing
(Brac University, 2024-06)Klebsiella pneumoniae poses a significant public health threat due to its high antibiotic resistance and its role in severe infections, especially in healthcare settings. Investigating environmental K. pneumoniae is crucial ... -
Enhancing multiclass brain tumor classification using deep learning: leveraging superior imaging representations to improve inferior modality performance
(Brac University, 2024-05)The early and accurate diagnosis of brain tumors is a critical challenge in medi cal imaging, significantly impacting treatment outcomes and patient survival rates. Despite the advancements in imaging technologies, the ... -
Finding etiological factors for the onset of neonatal sepsis diagnosed in tertiary care hospitals in Dhaka, Bangladesh
(Brac University, 2024-06)With an incidence rate of 76.8/1000 live births, or 36% of all neonatal fatalities, neonatal sepsis is one of the main causes of infant mortality in Bangladesh. Research from a few lower-middle-income (LMI) countries has ... -
Genetic susceptibility to coronary artery disease in Bangladesh: evaluation of MTHFR gene polymorphisms (C677T and A1298C) and hyperhomocysteinemia as independent risk factors of coronary artery disease among young Bangladeshi adults
(Brac University, 2024-06)Coronary artery disease (CAD) remains a leading cause of morbidity and mortality worldwide. This study investigates the role of elevated plasma homocysteine (Hcy) levels as an independent risk factor for CAD and explores ... -
Unsupervised semantic segmentation for localization of wetland area fluctuations
(Brac University, 2024-05)This research delves deeply into the intricate dynamics of wetlands in Bangladesh, with a particular focus on the haors, utilizing continuous monitoring to grasp the nuanced temporal changes that occur. It introduces ... -
Resuscitation of bacterial biofilm by Sunlight: Effects on Vibrio cholerae, Shiga Toxin Producing Escherichia coli.
(Brac University, 2024-05)There is significant evidence that suggests that bacteria go through various mobile and immobile phases during their lifetime. All these various phases, in turn, facilitate the pathogenic bacteria to cause and spread ... -
Customizing solutions: an internship journey in ABAP SAP development and custom reporting at Eitekh ERP LTD
(Brac University, 2024-06)This internship defense report describes a transforming journey of professional growth and development in the field of SAP ERP consulting. I received invaluable insights, refined essential skills, and made substantial ... -
Inhibition of acinetobacter baumannii biofilm formation by black pepper extract
(Brac University, 2024-08)Acinetobacter baumannii, a Gram-negative opportunistic pathogen, is considered a significant concern in clinical aspects due to its ability to form biofilms and its resistance to multiple antibiotics. This study aims to ... -
Diversity of salmonella typhi-phages in Dhaka city through whole genome sequencing
(Brac University, 2024-06)Bacteriophages and their hosts form a vast ecosystem, with bacteria evolving diverse defense mechanisms against phage infection while phages simultaneously develop strategies to overcome these defenses. Limited data on ... -
GNN model for classification of SARS-CoV-2 severity in molecules
(Brac University, 2024-05)In a time when healthcare issues and diseases get more complex every day, it becomes evident that efficient and precise disease detection and classification are invaluable. Through the quick development of machine ... -
Understanding Helicobacter pylori Infection Prevalence and Associated Factors in slum and swampy areas of Narayanganj, Bangladesh: Findings from Medical Camps
(Brac University, 2024-03)Helicobacter pylori (H. pylori) infection is a significant global health concern, implicated in thepathogenesis of peptic ulcer disease and gastric cancer. To assess the prevalence and potential determinants of H. pylori ... -
Understanding the impacts of biotechnology: a survey among the university students in chittagong
(Brac University, 2024-05)Biotechnology, a field of science dealing with modifying living organisms for various purposes, remains a subject of curiosity and uncertainty for many individuals. This study endeavors to shed light on the perceptions and ... -
Exploring of deletion mutation causative for Duchenne Muscular Dystrophy (DMD) in Bangladesh cohort
(Brac University, 2022-10)Background: Duchenne muscular dystrophy (DMD) is an inherited genetic disorder resulting progressive skeletal, respiratory and cardiac muscle weakness. DMD is caused by a variety of mutations in DMD gene located on the X ... -
Pothole detection using lightweight network models
(Brac University, 2024-01)Potholes are defective cavities found on road surfaces. Potholes can lead to serious accidents and vehicle damage if not properly detected. Thus, we are proposing the use of neural network models for pothole classification. ... -
Leveraging unsupervised segmentation for semi-supervised renal calculi and carcinoma segmentation and classification
(Brac University, 2024-06)Indeed it became crucial to develop an AI-driven system for detecting Renal illnesses spontaneously due to a healthcare issue of Renal failure. The global shortage of nephrologists is the core reason for this. This ... -
Predicting crime using deep learning
(Brac University, 2017-12-24)Criminal activities are available in every region of the world influencing social life and financial improvement. As such, it is a major concern of numerous legislatures who are utilizing distinctive advanced innovation ... -
A color vision approach based on the autoencoder technique and deep neural networks for reconstructing color images under various lighting conditions
(Brac University, 2022-01)We present a color vision system that utilizes deep neural net- works to normalize pictures using the autoencoder algorithm. Image processing, encoding, and decoding are the three essen- tial processes in the proposed ... -
Masked face identification using face recognition
(Brac University, 2022-05)This work intends to express one of the several well-known biometric authentications entitled Masked Face Identification models by applying current Face Recognition algorithms and public masked face raw data that predict ... -
Detecting man in the middle attack implementing timebased verification method
(Brac University, 2022-05)Internet is one of the most important parts of our daily life. Network security is necessary to secure our internet network. For security purposes, we are developing different protocols, methods, and techniques. Still, ... -
Cloud tech: online electronics retail store
(Brac University, 2022-05)One of the most significant expanding and prospering categories of online retailing is ecommerce websites. It has grown quicker in recent years and is likely to continue developing at a rapid pace. Ecommerce websites ...
