Mst. Romena Khatun, Kh. Md. Faisal Alam, Mahmuda Naznin, Md. Abdus Salam
Objectives: Chronic suppurative otitis media is a major cause of acquired hearing impairment, especially in children of developing countries. The study sought to explore the bacteriological profile and their antimicrobial susceptibility among patients of chronic suppurative otitis media from a terti...
A. B. M. Alim Al Islam, Chowdhury Sayeed Hyder, Humayun Kabir, Mahmuda Naznin
Stability is one of the major concerns in advancement of Wireless Sensor Networks (WSN). A number of applications of WSN require guaranteed sensing, coverage and connectivity throughout its operational period. Death of the first node might cause instability in the network. Therefore, all of the sens...
B. Ahmed, Mohammed Eunus Ali, Mohammad Mehedy Masud, Mahmuda Naznin
A. B. M. Alim Al Islam, Chowdhury Sayeed Hyder, Humayun Kabir, Mahmuda Naznin
Network lifetime is one of the important metrics that indicate the performance of a sensor network. Different techniques are used to elongate network lifetime. Among them, clustering is one of the popular techniques. LEACH (Low-Energy Adaptive Clustering Hierarchy) is one of the most widely cited cl...
Jamalia Sultana, B. Ahmed, Mohammad Mehedy Masud, A. K. Obidul Huq et al.
Monitoring nutritional values in food can help an individual in planning a healthy diet. In addition, regular dietary assessment can improve and maintain the physical and mental health of individuals. Recent advancement in computer vision using Deep Learning has enabled researchers to develop variou...
Zakia Zaman, Sabidur Rahman, Mahmuda Naznin
Network Function Virtualization (NFV) is gaining popularity among network operators to provide cost effective and dynamic network services. NFV enables faster service by deploying virtual instances of network functions. While serving dynamic and varying traffic demands, network operators can get ben...
Mahmuda Mohammad, Muhammad Abdul Baker Chowdhury, Md. Nazrul Islam, Arifa Ahmed et al.
INTRODUCTION: University students generally face a variety of challenges. During this period of life, they practice some unhealthy eating patterns and lifestyles. Therefore, we aimed to assess the health awareness status of university students from the northeast part of Bangladesh and to evaluate it...
Akond Rahman, Mahmuda Naznin, Md. Atiqul Islam Mollah
Target tracking is one of the cardinal applications of a wireless sensor network. Tracking multiple targets is more challenging than tracking a single target in a wireless sensor network due to targets' movement in different directions, targets' speed variations and frequent connectivity failures of...
Rabina Awal, Mahmuda Naznin, Tanvir R. Faisal
Md. Shaifur Rahman, Mahmuda Naznin
Mahmuda Naznin, Abu Sayed Chowdhury
In a WSN, it is desirable to keep many sensors active to collect data as much as possible which causes network failure, on the other hand, if most of the sensors are asleep, enough data can not be collected. Therefore, the trade-off between data collection and energy saving has made data gathering a...
Md. Saidur Rahman, Mahmuda Naznin, Takao Nishizeki
Jamalia Sultana, Mahmuda Naznin, Tanvir R. Faisal
Deep Learning (DL) techniques have recently been used in medical image segmentation and the reconstruction of 3D anatomies of a human body. In this work, we propose a semi-supervised DL (SSDL) approach utilizing a CNN-based 3D U-Net model for femur segmentation from sparsely annotated quantitative c...
B. Ahmed, Mohammed Eunus Ali, Mohammad Mehedy Masud, Mohammad Raihan Azad et al.
Type 2 Diabetes, a metabolic disorder disease, is becoming a fast growing health crisis worldwide. It reduces the quality of life, and increases mortality and health care costs unless managed well. After-meal blood glucose level measure is considered as one of the most fundamental and well-recognize...
Sabidur Rahman, Nilton F. S. Seixas, Mahmuda Naznin, Gustavo B. Figueiredo
Although a “Self-Driving” photonic network is still a long way to go, many time-consuming complex tasks and decision making in photonic networks can be automated using machine learning, and other data-driven solutions. This study explores recent contributions towards photonic network automation, suc...