School of Data and Sciences (SDS): Recent submissions
Now showing items 961-980 of 2378
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Prevalence of Tuberculosis and associated factors in Sylhet, Bangladesh
(Brac University, 2021-08)In recent years, tuberculosis (TB) and multidrug-resistant TB (MDR TB) are increasing in several areas of this world. This study was conducted to provide a brief of recent findings and solutions for the underlying causes ... -
Developing a novel multi-epitope vaccine against Dengue virus targeting the Envelope protein using an Immunoinformatics approach
(Brac University, 2021-08)Every year during the rainy season in Bangladesh severe Dengue infection is widespread throughout the country. Aedes aegypti and Ae. Albopictus are the two vectors that are responsible for the transmission of the virus. ... -
Bacterial biofilm significance and implication in the epidemiology of waterborne disease
(Brac University, 2021-09)In the epidemiology of WBDOs, assessing the possible risk of biofilm and studying it is crucial. In this study, we look at the epidemiology of waterborne diseases as well as the diseases altogether. WB disease outbreaks ... -
A review paper on developing novel antiviral strategies against pathogenic RNA viruses
(Brac University, 2021-02)Human disease causing RNA viruses are a major concern for people worldwide as many of the diseases caused by pathogenic RNA viruses pose great threat to health and exhibit significant mortality. Some of the dangerous RNA ... -
Osteoarthritis: a multi-disciplinary factual review
(Brac University, 2021-09)Osteoarthritis is a complex multimodal disease. It requires the involvement of different discipline of science to better define and explain the pathobiology and also to design the best treatment method reducing drug toxicity ... -
A localized adaptive architecture for dynamic wireless sensor networks
(Brac University, 2020-10)IoT is seen as the next big thing in the world to come. Previously people were less connected with the internet. But in recent years, IoT has seen substantial research and innovation in many technology areas, and uses ... -
Performance analysis of intrusion detection systems using the PyCaret machine learning library on the UNSW-NB15 dataset
(Brac University, 2021-06)As one of the fastest growing technologies on earth, the Internet of Things (IoT) is being embraced almost everywhere. From smart home technology to industrial automation, IoT is revolutionizing almost everything around ... -
Comprehensive study of antibacterial activities of medicinal plants and essential oils against Staphylococcus aureus
(Brac University, 2021-10)Recently it has been observed that an increasing number of bacteria are building resistance to synthetic antibiotics which hampers controlling infective health conditions. It’s familiar to everyone that most antibiotics ... -
DWT based transformed domain feature extraction approach for epileptic seizure detection
(Brac University, 2021-09)Epileptic seizure is a neurological disorder that is prevalent in both males and females of all age ranges. Detection of epileptic seizure serves as an important role for epileptic patients as it allows the initiation ... -
Exploring the applications of deep reinforcement learning and quantum variational circuit In quantum machine learning
(Brac University, 2021-09)In recent years, quantum computing has outperformed classical computing in many aspects, including the advancement of approaches in Reinforcement Learning prob- lems. Particularly, it has the power to utilize the quantum ... -
Predictive maintenance of HVAC system using supervised machine learning algorithms
(Brac University, 2021-09)Technological advancements, especially rich data, being incorporated into the development of buildings is simultaneously elevating the importance of fault detection and diagnostics (FDD) of energy-e cient applications ... -
Deepfake detection using neural networks
(Brac University, 2021-09)Deepfake is a sort of arti cial intelligence that forge original image or video and create persuading images, audio and video hoaxes by utilizing two contending AI algorithms-the generator and discriminator that form a ... -
Deep neural network models for COVID-19 diagnosis from CT-Scan, explainability and analysis using trained models
(Brac University, 2021-10)The world is going through a severe viral pandemic which is caused by COVID- 19. People infected with this virus, experience severe respiratory illness. The virus spreads through particles of saliva or droplets from an ... -
Bangla text classification using machine learning and deep learning techniques
(Brac University, 2021-09)At present, we have seen everything is getting digitized where technology almost takes full control over our life. As a result, a massive number of textual documents are generated on online platforms and news articles ... -
Predicting the length of stay in a hospital for a particular disease using machine learning algorithms
(Brac University, 2021-10)Every single day a large number of patients go to the hospital. But the fact is, facilities available in hospitals are not su cient in comparison with the number of patients. The idea of this paper is to o er a prediction ... -
Investigating music algorithm in neural information processing: robust feature extraction for emotional state classification from multichannel EEG signals
(Brac University, 2021-08)The major challenge in any electroencephalogram (EEG) classi cation task lies with in the dilemma of feature extraction, as raw time series signal provide little correlated information, yet it holds colossal varieties ... -
Indoor positioning techniques using RSSI from wireless networks
(Brac University, 2019-08)The whole world is familiar with the Global Positioning System or GPS which can identify the exact position of any object with the help of satellites. Yet GPS signals are not available indoors. To overcome this, Indoor ... -
A decision support system for symptom-based common diseases and image-based skin diseases detection
(Brac University, 2021-05)Nowadays, it has become di cult to get in touch with a doctor for the current pandemic situation. Patients need to wait several days to get an appointment from the doctor and visiting the hospitals in recent times is ... -
Construct a customer database from PDF bank statements using Python programming and Microsoft SQL
(Brac University, 2021-06)This report proposes a model of extracting customers' transactions information from pdf Bank Account Statement and stores result-set into a customer Microsoft SQL (MsSQL) database for further automated analysis. In ... -
Effect of d122n mutation in bak1 on structural integrity of protein complex consisting Haesa, Ida and bak1 Ectodomain- an in-silico study
(Brac University, 2021-08)Plants display immunity towards invading pathogens through layers of immunity. The pattern triggered immunity in Arabidopsis thaliana is the first layer of immunity against pathogens. Pattern Recognition Receptor Kinase, ...
