School of Data and Sciences (SDS): Recent submissions
Now showing items 921-940 of 2378
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Blockchain based Secured Multipurpose Identity (SMID) management system for smart cities
(Brac University, 2021-09)Blockchain, the decentralized architecture and distributed public ledger technology that enables Bitcoin, has recently drawn a strong interest from governments, nancial institutions, and high-tech companies. In modern ... -
Automated online exam proctoring system using computer vision and hybrid ML classi er
(Brac University, 2021-10)The term online proctoring comes hand in hand with online education. There are not many exceptions between traditional education and the online education system except for the fact that online education, as well as online ... -
Deep learning-based waste classification system for efficient waste management
(Brac University, 2021-10)A smart waste management system plays a vital role in building cleanliness, hygienic, and healthier living for the inhabitants of a city. However, the inherent problems of the waste management system are still a matter ... -
Utilizing machine learning to project the nancial outcomes of reconnecting with potential customers of the same industry
(Brac University, 2021-01)In competitive markets, it is costly to attract new customers in the business as they already have a wide customer base; that being the case, businesses spend a healthy budget to bring back customers who have once been ... -
Malaria: transmission, diagnosis and treatment: A Review
(Brac University, 2021-11)Malaria is an ancient vector-borne human diseases that is caused by the plasmodium parasite. Anopheles mosquitoes are the vector that contains the plasmodium parasite sporozoites. There are 5 most common Plasmodium parasite ... -
Multiple drug resistance activity of Clove extract by extraction solvents
(Brac University, 2021-09)Clove extraction is produced from dried clove flower buds, Eugenia caryophyllata L. Merr. & Perry (Myrtaceae), is utilized in the fragrance and flavoring industries, as well as as a topical therapy to reduce pain and promote ... -
Current practice and approaches of immunotherapy in Cancer treatment
(Brac University, 2021-09)Cancer has been and continues to be one of the leading causes of human deaths. Thousands lose their lives to the different types of cancer each year. Cancer remains one of those invincible barriers in the health sector ... -
Execution of coordinate based classifier system to predict specific criminal behavior using regional multi person pose estimator
(Brac University, 2021-09)There are numerous numbers of issues in society, one of which is crime. While crime refers to a wide range of deliberate, unlawful behaviors, the most archetypal ones involve murder, threatening and violent activities. Its ... -
Detecting Deepfake images using deep convolutional neural network
(Brac University, 2021-09)In recent years, advancement in the realm of machine learning has introduced a feature known as Deepfake pictures, which allows users to substitute a genuine face with a fake one that seems real. As a result, distinguishing ... -
An efficient deep learning approach to detect skin Cancer
(Brac University, 2021-09)Each year, millions of people around the world are affected by cancer. Research shows that the early and accurate diagnosis of cancerous growths can have a major effect on improving mortality rates from cancer. As human ... -
Efficient Spatio-temporal feature extraction for human action recognition
(Brac University, 2021-11)Human actuation recognition (HAR) has been performed using current deep learning (DL) algorithms using a variety of input formats, including video footage, optical flow, and even skeleton points, which may be acquired ... -
The landscape of drug resistant Tuberculosis in South-East Asia (SEA) region: a burden of disease and challenges in detection
(Brac University, 2021-10)Tuberculosis, mainly caused by Mycobacterium tuberculosis, is a serious bacterial infection that primarily infects the respiratory system but can spread to other organs of the body. Approximately one-third of the world’s ... -
A review on the causative agents, risk factors and management of ventilator associated Pneumonia: from South Asian perspective
(Brac University, 2021-09)Ventilator Associated Pneumoniae (VAP) is a common hospital acquired pneumoniae in ICU patients. Patients with pneumoniae after 48 hours of mechanical ventilation is considered VAP. INICC found that VAP rates between 2003 ... -
Study on the frequency of single nucleotide polymorphism (rs766432) in BCL11A gene and its association with hematological parameter and HbF level among HbE/β -thalassemia patients in Bangladeshi population
(Brac University, 2021-10)Background: Thalassemia is a genetic disorder that causes malformed globin chains in hemoglobin and is the most prevalent blood disorder worldwide with high incidence rates even in Bangladesh. When β-thalassemia is inherited ... -
Development of in-vitro bio-assay for The bioactivity determination of human Erythropoietin (rHuEPO) bio-pharmaceutical products (November 2020 - August 2021)
(Brac University, 2021-10)Erythropoietin is mainly secreted by the kidney and involved in the growth and maturation of erythroid cells from precursors (Jelkmann, et al, 2013). Insufficient production of EPO could result in anemia. Considering ... -
Detection of intracranial hemorrhage on CT scan images using convolutional neural network
(Brac University, 2021-09)Intracranial hemorrhage is an acute bleeding within the skull which can damage the brain tissue and can eventually lead to disability or even death. It is a serious medical condition that occurs when blood is built up ... -
Predicting regional accents of Bengali language using deep learning
(Brac University, 2021-09)Accent is a huge challenge in communication for all languages. Different people who speak the same language might pronounce the same word differently. In a conversation, if two people are from different regions and they ... -
One voice is all you need: a one-shot approach to recognize you
(Brac University, 2021-09)Human knowledge can quickly learn any unfamiliar concepts based on what they have previously learned. Keeping this in mind, researchers tested training models with limited training data in machine learning classification ... -
Early detection of diabetic retinopathy using deep learning techniques
(Brac University, 2021-10)We, humans, are the bearer of diseases. While most of them have a thoroughly researched and contemplated solution set, some of them do not. Diabetes is one of those common diseases that do not have a clear solution but ... -
A deep learning approach towards soft biometrics attributes prediction using CNN
(Brac University, 2021-09)Any physical, behavioural or adhered human characteristics that we can observe from a person is known as Soft Biometric.The most common physical soft biometric attributes are height, age, ethnicity, facial hairs, gender, ...
